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anyhow the bottom line is that we r all " soldiers " " on the internet fight for white rights & white freedom . " | 1 |
What happens when you roast the quiet Asian kid? Your pet goes missing. | 1 |
you would never ask a question like this to a charity specifically contributing to jews or those in india asia or africa . you know is based on building up european americans . there is absolutely nothing wrong with that and they owe nobody an explanation . | 1 |
what did the african kid get for christmas aids | 1 |
he was not any less an animal than any other negro. | 1 |
I'm not going to screen you for STDs because you aren't really at risk as a lesbian. But then again, I don't really know how you people have sex. | 1 |
satan's islam : all evils | 1 |
yeah this isn't portland, that kind of behavior here would get them on the wrong side of a slaughter | 1 |
i have my trusty spell casting wand. i shall smite all the libtard goblins back to hell from whence they came. kazaam! | 1 |
: there is no hate like islamic hate . | 1 |
racist or white supremacy would want nothing more than government programs . a single generation of welfare destroys so many skills fathers | 1 |
don't confuse " us citizen " " with " " american " " . that's a lie of the left . there is an authentic american culture and people . " | 1 |
political correctness it's never free. it'll cost your dignity, your peace and finally your life. #islamistheproblem | 1 |
every white area / country is the most modern civilised & clean .. it's no wonder they want to flock like rats .. their countries will be empty one day while ours are over run with them .. its wrong ! people didn't fight & die to protect our countries to be over run today . | 1 |
got that right why do we let these vipers into america? | 1 |
texas a & m . #projectsiege | 1 |
white resistance increases as minority status looms | read more : via | 1 |
only black thugs who rob stores and fight white cops and die lives matter . | 1 |
now try something correct. by, loser. let us in the real world do | 1 |
cuckfederates are certain the csa wasn't racist . their favorite slogan is " heritage not hate " " " | 1 |
the california gop convention is under siege by protesters with mexican flags | 1 |
ethnic norwegians disappearing as non-white colonization intensifies #swrm #nonwhite #prowhite via | 1 |
american diversity work in progress : black teens kill white girl for bicycle via | 1 |
no amount of foreign aid can substitute for an inherent racial lack of capacity for freedom . | 1 |
back in 2012 i will never forget how obama went down the list appealing to non-whites on racial grounds | 1 |
white men can sleep with other races but should marry within their own race . white women should remain virgins until their wedding night and should only be with white men . | 1 |
: via tennessee high school students visit mosque get qur'an - - not visiting church or synagogue | 1 |
that seems a little harsh elder. you know wackos kill people. oh, wait a minute, i guess you're right!! | 1 |
" diversity " " and " " multiculturalism " " are only for white countries - the jews in israel don't tolerate these scams " | 1 |
europe must rise before the lovely white race is completely destroyed | 1 |
turn them into road pizza! | 1 |
You can't play with them - they don't speak English. | 1 |
america was meant to be a white country . jim crow was meant to preserve the america the founding fathers envisioned . | 1 |
where can i get a kkk hat for when im driving to the ghetto of my town | 1 |
no, we don't want thier barbaric sharia practices inflicted on us. | 1 |
anti-white race war slasher music clip teaches black children to hate and massacre whites via | 1 |
jews don't want to live close to the non-white invaders they welcome #expeltheinvaders #withjewswelose | 1 |
: when a jackal's time of death arrives it races towards the city | 1 |
history shows us that non-white marxists have no problem attacking or murdering white childrensee : haiti bolsheviks south africa ... | 1 |
his followers are a motley bunch of ""muh resistance"" and tree hugging nobodies | 1 |
barbarians under a barbaric religion, when were they not going to be a threat to the civilised world? | 1 |
you go guys white power | 1 |
german and indeed all white race is to be saved from barbarians even if it involves use of nuclear weapons | 1 |
activate the ban. if these f**kers keep it up then total removal will be necessary. | 1 |
the young homeless girl was delighted when i asked if i could take her home . she was n't too excited when i walked off with her cardboard box . | 1 |
white lion rising | 1 |
then how will blacks become edumacated ?! | 1 |
hey black lies matter how does it feel knowing the white man you hate so much is still leading and lying to you ? | 1 |
are you ready to be waterboarded yet, sean? still waiting! | 1 |
everyone is encouraged to be proud of their race and culture except white people you're a good example of this behavior . toxic mindset | 1 |
it will keep the ones out that can't afford a plane or a boat | 1 |
they better stary with 2:106 of koran & though written for jew objection can be applied to all of the korans hate / intolerance | 1 |
snacks for thought : why don't middle class black people vacation in trailer parks ? | 1 |
fear of islam far from being irrational is mandatory because it has become more dangerous . daily wo | 1 |
real appelaing for whites . get to the back of the bus and bend over . you antiwhites have shown your true colors . | 1 |
rt you can't claim " domestic terrorism " " is not a ' muslim monopoly ' while also claiming this domestic radical muslim isn't a terrorist #fresno " | 1 |
profiteers ? nonsense . there is no money in #altright . we fight for freedom not money . | 1 |
hunter you do know i'm a jew . i hope you mean to diss liberal jews not us hardline rightwinger jews . | 1 |
yeah, how dare those extreme left wingers jump in front of a car driven by a poor ickle innocent nazi ? | 1 |
You're a girl. You're not expected to know where it is. | 1 |
What do White people get in return for letting Blacks have Black heritage month? Father's Day | 1 |
the flag of the northwest american republic the coming white homeland and ethnostate . | 1 |
white power ! 88 | 1 |
jason kessler getting attacked at his press conference today is further proof that there is no free speech for white people in america . | 1 |
shitlibs are purging the white males for criticizing hillary : | 1 |
are patriotic native white jews permitted to join to stop the invading muslims ? | 1 |
what if i just laugh and point a finger at you?aww, can't shoot me. poor little tough guy. | 1 |
lol ~ no surprise ~ jews proliferate " perceived racism " " and " " anti-white agenda " " " | 1 |
sorry to say but you can take the kid out of the ghetto but not the ghetto out of the kid. no reason whatsoever to do what they did. | 1 |
" pseudo-intellectualism " " . can you refute a single point from one of their speeches ? also anti-racist is a code word for anti-white . " | 1 |
rt #blacklivesmatter : " i hope they kill all the white babies kill all your grandkids " " why hasn't any 1 disavowed ? " | 1 |
then you should understand why white people in america are resisting being colonized by the | 1 |
linking the cops to the rally is lame . paul ryan supports globalization and white genoci | 1 |
What place do black people like to be peaceful? In their coffin. | 1 |
jews ie rejectors of christ control social media . yes they are white but love globalism not nationalism | 1 |
the white genocide continues : white race now a minority in three more uk towns and cities via #14w | 1 |
. jeb cares about mestizos ( like his wife and kids ) he seems to loath white people . | 1 |
what say you ? ? on point about so much but ... demographics ? white identity ? aj keeps on shilling for jews though . | 1 |
rip white race ? europe may well be on its last legs germany may become banana republic without | 1 |
so ? welcome to the real world . this is what today's immigrants want to do to whites | 1 |
people that only consider and believe info from jews and the establishment have problems even entertaining what i say | 1 |
Aan indian was taking a dump and died. Strange, isn't it?? He didn't pay attention to the train heading towards him... | 1 |
weak white people have nearly destroyed us . no other race is so self-hating . | 1 |
lord, let your enemies be scattered, let them be confounded and be put to shame | 1 |
cuck island : eyewitnesses report that police ran away from moslem terrorists via | 1 |
both dolezal and the genderqueer lady talk about covering themselves in filth (mud), the alien guy is pictured in blue goo. hmmm | 1 |
the left wants white pipo to go away ... | 1 |
pls sign! add your name to stop the dog torture festival in #china #stopyulin2016 | 1 |
if we don't oust the suicidal left from their positions of power #whitegenocide will never end . #parisattacks | 1 |
you're just jealous you don't have a cute blonde to hose you down with tan. | 1 |
and you will be shocked when god comes and kills all the half ape black people. | 1 |
remove the fucking jooze & their social marxist whores instead. | 1 |
such a travesty that $$ we spend on illegals for their subsistence in the u.s., could be spent on our veterans! | 1 |
: whites tend to wait until the eleventh hour when its time to circle the wagons the | 1 |
diversity is about chasing down white people . | 1 |
they only exist in your head . you all are actively calling for violence against non whites . | 1 |
What is the difference between the highway at rush hour and the line at KFC? Nothing, they are both black and dangerous to cut through | 1 |
white power south georgia has your back | 1 |
: guess i'll tell all my successful southern friends they owe it all to a slave they've never owned | 1 |
declare a state of emergency! martial law! use the hoses!and play right into our hand | 1 |
End of preview. Expand
in Data Studio
Dataset Description
This dataset is designed for fine-tuning language models, particularly the Qwen2.5-1.5B-Instruct model, for the task of hate speech detection in social media text (tweets). It focuses on both implicit and explicit forms of hate speech, aiming to improve the performance of smaller language models in this challenging task.
The dataset is a combination of two existing datasets:
- Hate Speech Examples: Examples of implicit hate speech are sourced from the SALT-NLP/ImplicitHate dataset. This dataset contains tweets annotated as containing implicit hate speech, categorized into types like grievance, incitement, inferiority, irony, stereotyping, and threatening.
- Non-Hate Speech Examples: Examples of non-hate speech are sourced from the TweetEval dataset, specifically the
hateconfiguration. This configuration provides tweets labeled as 'non-hate'.
By combining these two sources, we create a dataset suitable for binary classification of tweets into "hate speech" and "not hate speech" categories.
Dataset Splits
The dataset is divided into the following splits:
train: Contains 2500 examples for training the model.validation: Contains 150 examples for evaluating and tuning the model during training.test: Contains 100 examples for final evaluation of the trained model's performance.
These splits are designed to be relatively balanced in terms of class distribution (hate vs. not hate) to ensure fair evaluation.
Dataset Fields
Each example in the dataset consists of the following fields:
text: (string) The text content of the tweet.label: (int) The label for the tweet, with the following mapping:0: Not Hate Speech1: Hate Speech
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