Datasets:
tweets_hate_speech_detection

label (class label)	tweet (string)
no-hate-speech	@user when a father is dysfunctional and is so selfish he drags his kids into his dysfunction. #run
no-hate-speech	@user @user thanks for #lyft credit i can't use cause they don't offer wheelchair vans in pdx. #disapointed #getthanked
no-hate-speech	bihday your majesty
no-hate-speech	#model i love u take with u all the time in urð±!!! ððððð¦ð¦ð¦
no-hate-speech	factsguide: society now #motivation
no-hate-speech	[2/2] huge fan fare and big talking before they leave. chaos and pay disputes when they get there. #allshowandnogo
no-hate-speech	@user camping tomorrow @user @user @user @user @user @user @user dannyâ¦
no-hate-speech	the next school year is the year for exams.ð¯ can't think about that ð #school #exams #hate #imagine #actorslife #revolutionschool #girl
no-hate-speech	we won!!! love the land!!! #allin #cavs #champions #cleveland #clevelandcavaliers â¦
no-hate-speech	@user @user welcome here ! i'm it's so #gr8 !
no-hate-speech	â #ireland consumer price index (mom) climbed from previous 0.2% to 0.5% in may #blog #silver #gold #forex
no-hate-speech	we are so selfish. #orlando #standwithorlando #pulseshooting #orlandoshooting #biggerproblems #selfish #heabreaking #values #love #
no-hate-speech	i get to see my daddy today!! #80days #gettingfed
hate-speech	@user #cnn calls #michigan middle school 'build the wall' chant '' #tcot
hate-speech	no comment! in #australia #opkillingbay #seashepherd #helpcovedolphins #thecove #helpcovedolphins
no-hate-speech	ouch...junior is angryð#got7 #junior #yugyoem #omg
no-hate-speech	i am thankful for having a paner. #thankful #positive
hate-speech	retweet if you agree!
no-hate-speech	its #friday! ð smiles all around via ig user: @user #cookies make people
no-hate-speech	as we all know, essential oils are not made of chemicals.
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.
no-hate-speech	sad little dude.. #badday #coneofshame #cats #pissed #funny #laughs
no-hate-speech	product of the day: happy man #wine tool who's it's the #weekend? time to open up & drink up!
hate-speech	@user @user lumpy says i am a . prove it lumpy.
no-hate-speech	@user #tgif #ff to my #gamedev #indiedev #indiegamedev #squad! @user @user @user @user @user
no-hate-speech	beautiful sign by vendor 80 for $45.00!! #upsideofflorida #shopalyssas #love
no-hate-speech	@user all #smiles when #media is !! ðð #pressconference in #antalya #turkey ! sunday #throwback love! ððâ¤ï¸
no-hate-speech	we had a great panel on the mediatization of the public service #ica16
no-hate-speech	happy father's day @user ðððð
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
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.
no-hate-speech	#alohafriday #time does #not #exist #positivevibes #hawaiian @user @user @user @user
no-hate-speech	@user rip to the fellow nohern ireland fan who sadley passed away tonight!.. gawa, forever singing and cheering on fire
no-hate-speech	it was a hard monday due to cloudy weather. disabling oxygen production for today. #goodnight #badmonday
hate-speech	it's unbelievable that in the 21st century we'd need something like this. again. #neverump #xenophobia
no-hate-speech	#taylorswift1989 bull up: you will dominate your bull and you will direct it whatever you want it to do. w
no-hate-speech	morning~~ #travelingram #dalat #ripinkylife
no-hate-speech	@user once more only one word tells it all: #photoshop. #enoughisenough #dontphotoshopeverything #wheresallthenaturalphotos
no-hate-speech	oh, #cedarpoint. waited 2 hours in the valravn line and it stopped working. we were so close.
no-hate-speech	i am thankful for sunshine. #thankful #positive
no-hate-speech	when you finally finish a book you've been working on for awhile... #bookworm #ontothenextnovel
no-hate-speech	yup, being a knicks fan is hard, so its easier to just be an nba fan when the playoffs roll around ð
no-hate-speech	there is life after social networking. embrace each day. be
no-hate-speech	my mom shares the same bihday as @user bihday snake! see you this weekend ðð¼
no-hate-speech	lovely echeveria blooms#flowers #grow #gardening #iphonesia #bliss #blooms #basilicabotanica
no-hate-speech	i am amazing. #i_am #positive #affirmation
no-hate-speech	#model i love u take with u all the time in urð±!!! ððððð¦ð¦ð¦
no-hate-speech	#whenever im and #something goes #wrong \|
no-hate-speech	feeling blue #illustration
no-hate-speech	the best pa about life is knowing who you are! ðâï¸ð¼ð» â¦
no-hate-speech	#abc2020 getting ready 2 remove the victums frm #pulseclub #prayfororlando
no-hate-speech	for her #bihday we got her a #nose #job @user ðð¶ððð #bihday #petunia we love you ð
no-hate-speech	off to concelebrate at the #albanpilgrimage for the first time. @user
no-hate-speech	@user let the scum-baggery begin.....
no-hate-speech	thank you! ðð super love it! â¤ï¸ zpamdelacruz #wedding# @ dolores, capas tarlac.
no-hate-speech	a scourge on those playing baroque pieces on piano beyond belief
hate-speech	@user lets fight against #love #peace
no-hate-speech	happy fatherâs day, mr. rayos #video #fathers #day #rayos #world #hotvideo #videos
no-hate-speech	@user ascot times with this babe â¤ï¸â¤ï¸ #ascot #fashion #monochrome #style #instahappyday
no-hate-speech	the weekend..is here!!ððððð #selfie #yolo #xoxo #like4like
no-hate-speech	happy at work conference: right' mindset leads to culture-of-development organizations #work #mindset
no-hate-speech	christina grimmie's last performance before being shot... via @user #christinarip #voice #christinagrimmie
no-hate-speech	we are ready to dance #roar #preschoolers #students #proudâ¦
no-hate-speech	you've really hu my feelings :(
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.
no-hate-speech	@user i am so jealous of you right now.... #chatiado
no-hate-speech	i celebrate every man that has played it's fatherly role. father's day#
no-hate-speech	i'm sure they are just as happy.... ðð½ðð½ðð½ hour
hate-speech	ð©the white establishment can't have blk folx running around loving themselves and promoting our greatness
no-hate-speech	good morning! the journey begins! ððð»ð³ #travel #yeah #thejourneybegins #helloâ¦
no-hate-speech	@user # if you #luv #hottweets like this from â¶ â¥#venusexchangeâ¥
no-hate-speech	our new brochures have arrived! how exciting!! #aworks #solutions
no-hate-speech	so much stuff happening in florida! first #orlando shooting and now #disneygatorattack on a two year old kidð¥ð
no-hate-speech	@user ferrari will do itðªð¼ for the sake of the championship. this gp is clearly a turning point rb, ferrari,mercs...ð
no-hate-speech	aced my first test! #proud
no-hate-speech	seeks probe into #udtapunjab' leak, points finger at #amarinder, #aap
no-hate-speech	@user wrapping up #senseaboutmaths @user 6th @user @user @user
hate-speech	@user hey, white people: you can call people 'white' by @user #race #identity #medâ¦
no-hate-speech	@user @user you might be. just have not shown here today. regurgitated talking points and name calling?
no-hate-speech	sometimes you have to raise a few brows to raise the bar. #golfstrengthandconditioning #strong #felixfoisgolf
no-hate-speech	about that ððð #greathonour #careerconvos @user @user
no-hate-speech	@user designing #innovative learning space @user to include #wateringhole #cave #mountaintop #campfire @user hâ¦
hate-speech	how the #altright uses & insecurity to lure men into #whitesupremacy
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!
no-hate-speech	use the power of your mind to #heal your body!! - #altwaystoheal #healthy #peace!
no-hate-speech	woohoo!! just over 5 weeks to go!
no-hate-speech	being in a far away place where you have no family members hus
no-hate-speech	ready to rehearse tonight with new music and new videos, look out for the announcement! #midweek #newmusic #watchthisspace #guitar
no-hate-speech	now on monday nights at 8pm on #up channel!!!! i finally get to see what all the fuss is about!!!
no-hate-speech	watching the new episodes of @user on @user
no-hate-speech	@user offline now after a very nice and long night.. ð #snapchat @user #redhead #vermillionred
no-hate-speech	15 things incredibly #people do
no-hate-speech	yes! received my acceptance letter for my masters so will be back at @user again in october! #goodtimes #history
no-hate-speech	daughter riding her bike around driveway, son playing his guitar for us while we enjoy ðº by the campfire... #summeime #memories
no-hate-speech	omg!!! loving this station!!! way to jam out at work!!! while getting work done of course!!!! #memories @user
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...
no-hate-speech	#model i love u take with u all the time in urð±!!! ððððð¦ð¦ð¦
no-hate-speech	couple having sex fat naked japanese girls
no-hate-speech	#hump on that #hump day #humpersð© @ edwardsville, pennsylvania
no-hate-speech	personalised we... gbp 7.99 get here: #shop #cool #home #fun

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