
Datasets:
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 urð±!!! ðððð
ð¦ð¦ð¦ "
|
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 dannyâ¦"
|
0
(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"
|
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) | "â #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 angryð#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! ð 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 !! ðð #pressconference in #antalya #turkey ! sunday #throwback love! ððâ¤ï¸ "
|
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 ðððð "
|
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 ð "
|
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 ðð¼"
|
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 urð±!!! ðððð
ð¦ð¦ð¦ "
|
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! ðâï¸ð¼ð» ⦠"
|
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 ðð¶ððð #bihday #petunia we love you ð "
|
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! ðð super love it! â¤ï¸ 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 fatherâs day, mr. rayos #video #fathers #day #rayos #world #hotvideo #videos"
|
0
(no-hate-speech) | "@user ascot times with this babe â¤ï¸â¤ï¸ #ascot #fashion #monochrome #style #instahappyday "
|
0
(no-hate-speech) | "the weekend..is here!!ððððð #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.... ðð½ðð½ðð½ hour "
|
1
(hate-speech) | "ð©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! ððð»ð³ #travel #yeah #thejourneybegins #hello⦠"
|
0
(no-hate-speech) | "@user # if you #luv #hottweets like this from â¶ â¥#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 kidð¥ð "
|
0
(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 "
|
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 #medâ¦"
|
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 ððð #greathonour #careerconvos @user @user "
|
0
(no-hate-speech) | "@user designing #innovative learning space @user to include #wateringhole #cave #mountaintop #campfire @user hâ¦"
|
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.. ð #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 ðº 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 urð±!!! ðððð
ð¦ð¦ð¦ "
|
0
(no-hate-speech) | "couple having sex fat naked japanese girls "
|
0
(no-hate-speech) | "#hump on that #hump day #humpersð© @ edwardsville, pennsylvania "
|
0
(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
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
Citation Information
Contributions
Thanks to @darshan-gandhi for adding this dataset.
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