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label (class label)tweet (string)
0 (no-hate-speech)
@user when a father is dysfunctional and is so selfish he drags his kids into his dysfunction. #run
0 (no-hate-speech)
@user @user thanks for #lyft credit i can't use cause they don't offer wheelchair vans in pdx. #disapointed #getthanked
0 (no-hate-speech)
bihday your majesty
0 (no-hate-speech)
#model i love u take with u all the time in ur📱!!! 😙😎👄👅💦💦💦
0 (no-hate-speech)
factsguide: society now #motivation
0 (no-hate-speech)
[2/2] huge fan fare and big talking before they leave. chaos and pay disputes when they get there. #allshowandnogo
0 (no-hate-speech)
@user camping tomorrow @user @user @user @user @user @user @user danny…
0 (no-hate-speech)
the next school year is the year for exams.😯 can't think about that 😭 #school #exams #hate #imagine #actorslife #revolutionschool #girl
0 (no-hate-speech)
we won!!! love the land!!! #allin #cavs #champions #cleveland #clevelandcavaliers …
0 (no-hate-speech)
@user @user welcome here ! i'm it's so #gr8 !
0 (no-hate-speech)
↝ #ireland consumer price index (mom) climbed from previous 0.2% to 0.5% in may #blog #silver #gold #forex
0 (no-hate-speech)
we are so selfish. #orlando #standwithorlando #pulseshooting #orlandoshooting #biggerproblems #selfish #heabreaking #values #love #
0 (no-hate-speech)
i get to see my daddy today!! #80days #gettingfed
1 (hate-speech)
@user #cnn calls #michigan middle school 'build the wall' chant '' #tcot
1 (hate-speech)
no comment! in #australia #opkillingbay #seashepherd #helpcovedolphins #thecove #helpcovedolphins
0 (no-hate-speech)
ouch...junior is angry😐#got7 #junior #yugyoem #omg
0 (no-hate-speech)
i am thankful for having a paner. #thankful #positive
1 (hate-speech)
retweet if you agree!
0 (no-hate-speech)
its #friday! 😀 smiles all around via ig user: @user #cookies make people
0 (no-hate-speech)
as we all know, essential oils are not made of chemicals.
0 (no-hate-speech)
#euro2016 people blaming ha for conceded goal was it fat rooney who gave away free kick knowing bale can hit them from there.
0 (no-hate-speech)
sad little dude.. #badday #coneofshame #cats #pissed #funny #laughs
0 (no-hate-speech)
product of the day: happy man #wine tool who's it's the #weekend? time to open up & drink up!
1 (hate-speech)
@user @user lumpy says i am a . prove it lumpy.
0 (no-hate-speech)
@user #tgif #ff to my #gamedev #indiedev #indiegamedev #squad! @user @user @user @user @user
0 (no-hate-speech)
beautiful sign by vendor 80 for $45.00!! #upsideofflorida #shopalyssas #love
0 (no-hate-speech)
@user all #smiles when #media is !! 😜😈 #pressconference in #antalya #turkey ! sunday #throwback love! 😊😘❤️
0 (no-hate-speech)
we had a great panel on the mediatization of the public service #ica16
0 (no-hate-speech)
happy father's day @user 💓💓💓💓
0 (no-hate-speech)
50 people went to nightclub to have a good night and 1 man's actions means those people are lost to their families forever #rip#orlando
0 (no-hate-speech)
i have never had a chance to vote for a presidential candidate i was excited about and this cycle looks to be no different.
0 (no-hate-speech)
#alohafriday #time does #not #exist #positivevibes #hawaiian @user @user @user @user
0 (no-hate-speech)
@user rip to the fellow nohern ireland fan who sadley passed away tonight!.. gawa, forever singing and cheering on fire
0 (no-hate-speech)
it was a hard monday due to cloudy weather. disabling oxygen production for today. #goodnight #badmonday
1 (hate-speech)
it's unbelievable that in the 21st century we'd need something like this. again. #neverump #xenophobia
0 (no-hate-speech)
#taylorswift1989 bull up: you will dominate your bull and you will direct it whatever you want it to do. w
0 (no-hate-speech)
morning~~ #travelingram #dalat #ripinkylife
0 (no-hate-speech)
@user once more only one word tells it all: #photoshop. #enoughisenough #dontphotoshopeverything #wheresallthenaturalphotos
0 (no-hate-speech)
oh, #cedarpoint. waited 2 hours in the valravn line and it stopped working. we were so close.
0 (no-hate-speech)
i am thankful for sunshine. #thankful #positive
0 (no-hate-speech)
when you finally finish a book you've been working on for awhile... #bookworm #ontothenextnovel
0 (no-hate-speech)
yup, being a knicks fan is hard, so its easier to just be an nba fan when the playoffs roll around 😎
0 (no-hate-speech)
there is life after social networking. embrace each day. be
0 (no-hate-speech)
my mom shares the same bihday as @user bihday snake! see you this weekend 🙌🏼
0 (no-hate-speech)
lovely echeveria blooms#flowers #grow #gardening #iphonesia #bliss #blooms #basilicabotanica
0 (no-hate-speech)
i am amazing. #i_am #positive #affirmation
0 (no-hate-speech)
#model i love u take with u all the time in ur📱!!! 😙😎👄👅💦💦💦
0 (no-hate-speech)
#whenever im and #something goes #wrong |
0 (no-hate-speech)
feeling blue #illustration
0 (no-hate-speech)
the best pa about life is knowing who you are! 😊☀️🌼🌻 …
0 (no-hate-speech)
#abc2020 getting ready 2 remove the victums frm #pulseclub #prayfororlando
0 (no-hate-speech)
for her #bihday we got her a #nose #job @user 🎈🐶🎉🎂🎁 #bihday #petunia we love you 🙃
0 (no-hate-speech)
off to concelebrate at the #albanpilgrimage for the first time. @user
0 (no-hate-speech)
@user let the scum-baggery begin.....
0 (no-hate-speech)
thank you! 😍😆 super love it! ❤️ zpamdelacruz #wedding# @ dolores, capas tarlac.
0 (no-hate-speech)
a scourge on those playing baroque pieces on piano beyond belief
1 (hate-speech)
@user lets fight against #love #peace
0 (no-hate-speech)
happy father’s day, mr. rayos #video #fathers #day #rayos #world #hotvideo #videos
0 (no-hate-speech)
@user ascot times with this babe ❤️❤️ #ascot #fashion #monochrome #style #instahappyday
0 (no-hate-speech)
the weekend..is here!!🙌😉😘💙😊 #selfie #yolo #xoxo #like4like
0 (no-hate-speech)
happy at work conference: right' mindset leads to culture-of-development organizations #work #mindset
0 (no-hate-speech)
christina grimmie's last performance before being shot... via @user #christinarip #voice #christinagrimmie
0 (no-hate-speech)
we are ready to dance #roar #preschoolers #students #proud…
0 (no-hate-speech)
you've really hu my feelings :(
0 (no-hate-speech)
@user my wife whom i adore had to miss your poland show because she had surgery. her name is bridget & she's my everything.
0 (no-hate-speech)
@user i am so jealous of you right now.... #chatiado
0 (no-hate-speech)
i celebrate every man that has played it's fatherly role. father's day#
0 (no-hate-speech)
i'm sure they are just as happy.... 👏🏽👏🏽👏🏽 hour
1 (hate-speech)
😩the white establishment can't have blk folx running around loving themselves and promoting our greatness
0 (no-hate-speech)
good morning! the journey begins! 😄👍🏻🛳 #travel #yeah #thejourneybegins #hello…
0 (no-hate-speech)
@user # if you #luv #hottweets like this from ▶ ♥#venusexchange♥
0 (no-hate-speech)
our new brochures have arrived! how exciting!! #aworks #solutions
0 (no-hate-speech)
so much stuff happening in florida! first #orlando shooting and now #disneygatorattack on a two year old kid😥🐊
0 (no-hate-speech)
@user ferrari will do it💪🏼 for the sake of the championship. this gp is clearly a turning point rb, ferrari,mercs...😍
0 (no-hate-speech)
aced my first test! #proud
0 (no-hate-speech)
seeks probe into #udtapunjab' leak, points finger at #amarinder, #aap
0 (no-hate-speech)
@user wrapping up #senseaboutmaths @user 6th @user @user @user
1 (hate-speech)
@user hey, white people: you can call people 'white' by @user #race #identity #med…
0 (no-hate-speech)
@user @user you might be. just have not shown here today. regurgitated talking points and name calling?
0 (no-hate-speech)
sometimes you have to raise a few brows to raise the bar. #golfstrengthandconditioning #strong #felixfoisgolf
0 (no-hate-speech)
about that 😀😀😀 #greathonour #careerconvos @user @user
0 (no-hate-speech)
@user designing #innovative learning space @user to include #wateringhole #cave #mountaintop #campfire @user h…
1 (hate-speech)
how the #altright uses & insecurity to lure men into #whitesupremacy
0 (no-hate-speech)
carrying a gun wouldn't of helped if you can't take it in with you. gun control won't stop the black market! terrorism will get worse!
0 (no-hate-speech)
use the power of your mind to #heal your body!! - #altwaystoheal #healthy #peace!
0 (no-hate-speech)
woohoo!! just over 5 weeks to go!
0 (no-hate-speech)
being in a far away place where you have no family members hus
0 (no-hate-speech)
ready to rehearse tonight with new music and new videos, look out for the announcement! #midweek #newmusic #watchthisspace #guitar
0 (no-hate-speech)
now on monday nights at 8pm on #up channel!!!! i finally get to see what all the fuss is about!!!
0 (no-hate-speech)
watching the new episodes of @user on @user
0 (no-hate-speech)
@user offline now after a very nice and long night.. 😚 #snapchat @user #redhead #vermillionred
0 (no-hate-speech)
15 things incredibly #people do
0 (no-hate-speech)
yes! received my acceptance letter for my masters so will be back at @user again in october! #goodtimes #history
0 (no-hate-speech)
daughter riding her bike around driveway, son playing his guitar for us while we enjoy 🍺 by the campfire... #summeime #memories
0 (no-hate-speech)
omg!!! loving this station!!! way to jam out at work!!! while getting work done of course!!!! #memories @user
0 (no-hate-speech)
@user i'll always hope that one day i'll get to hug you, but i don't think that it's gonna happen anytime soon...
0 (no-hate-speech)
#model i love u take with u all the time in ur📱!!! 😙😎👄👅💦💦💦
0 (no-hate-speech)
couple having sex fat naked japanese girls
0 (no-hate-speech)
#hump on that #hump day #humpers😩 @ edwardsville, pennsylvania
0 (no-hate-speech)
personalised we... gbp 7.99 get here: #shop #cool #home #fun
End of preview (truncated to 100 rows)
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Dataset Card for Tweets Hate Speech Detection

Dataset Summary

The objective of this task is to detect hate speech in tweets. For the sake of simplicity, we say a tweet contains hate speech if it has a racist or sexist sentiment associated with it. So, the task is to classify racist or sexist tweets from other tweets.

Formally, given a training sample of tweets and labels, where label ‘1’ denotes the tweet is racist/sexist and label ‘0’ denotes the tweet is not racist/sexist, your objective is to predict the labels on the given test dataset.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

The tweets are primarily in English Language.

Dataset Structure

Data Instances

The dataset contains a label denoting is the tweet a hate speech or not

{'label': 0,  # not a hate speech
 'tweet': ' @user when a father is dysfunctional and is so selfish he drags his kids into his dysfunction.   #run'}

Data Fields

  • label : 1 - it is a hate speech, 0 - not a hate speech.
  • tweet: content of the tweet as a string.

Data Splits

The data contains training data with :31962 entries

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

Crowdsourced from tweets of users

Who are the source language producers?

Cwodsourced from twitter

Annotations

Annotation process

The data has been precprocessed and a model has been trained to assign the relevant label to the tweet

Who are the annotators?

The data has been provided by Roshan Sharma

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

With the help of this dataset, one can understand more about the human sentiments and also analye the situations when a particular person intends to make use of hatred/racist comments

Discussion of Biases

The data could be cleaned up further for additional purposes such as applying a better feature extraction techniques

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

Roshan Sharma

Licensing Information

Information

Citation Information

Citation

Contributions

Thanks to @darshan-gandhi for adding this dataset.

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