Datasets:

christophsonntag
/

OLID

id int64 10k 100k	tweet stringlengths 10 580	cleaned_tweet stringlengths 1 254 ⌀	subtask_a stringclasses 2 values	subtask_b stringclasses 2 values	subtask_c stringclasses 3 values
86,426	@USER She should ask a few native Americans what their take on this is.	ask native americans take	OFF	UNT	null
90,194	@USER @USER Go home you’re drunk!!! @USER #MAGA #Trump2020 👊🇺🇸👊 URL	go home drunk maga trump 2020	OFF	TIN	IND
16,820	Amazon is investigating Chinese employees who are selling internal data to third-party sellers looking for an edge in the competitive marketplace. URL #Amazon #MAGA #KAG #CHINA #TCOT	amazon investigating chinese employees selling internal data third party sellers looking edge competitive marketplace amazon maga kag china tcot	NOT	null	null
62,688	@USER Someone should'veTaken" this piece of shit to a volcano. 😂"	someone vetaken piece shit volcano	OFF	UNT	null
43,605	@USER @USER Obama wanted liberals & illegals to move into red states	obama wanted liberals illegals move red states	NOT	null	null
97,670	@USER Liberals are all Kookoo !!!	liberals kookoo	OFF	TIN	OTH
77,444	@USER @USER Oh noes! Tough shit.	oh noes tough shit	OFF	UNT	null
52,415	@USER was literally just talking about this lol all mass shootings like that have been set ups. it’s propaganda used to divide us on major issues like gun control and terrorism	literally talking lol mass shootings like set ups propaganda used divide us major issues like gun control terrorism	OFF	TIN	GRP
45,157	@USER Buy more icecream!!!	buy icecream	NOT	null	null
13,384	@USER Canada doesn’t need another CUCK! We already have enough #LooneyLeft #Liberals f**king up our great country! #Qproofs #TrudeauMustGo	canada need another cuck already enough looneyleft liberals f king great country qproofs trudeaumustgo	OFF	TIN	IND
82,776	@USER @USER @USER It’s not my fault you support gun control	fault support gun control	NOT	null	null
42,992	@USER What’s the difference between #Kavanaugh and @USER One of these men admitted to groping a 15 year old girl years ago. The other is going to be #confirmed to the SCJ #DemsareFrauds #DemsAreDone #WalkAwayDemocrats2018 #redwave #VoteRedSaveAmerica #trumptrain #MAGA URL	difference kavanaugh one men admitted groping 15 year old girl years ago going confirmed scj demsarefrauds demsaredone walkawaydemocrats 2018 redwave voteredsaveamerica trumptrain maga	NOT	null	null
28,414	@USER you are a lying corrupt traitor!!! Nobody wants to hear anymore of your lies!!! #DeepStateCorruption URL	lying corrupt traitor nobody wants hear anymore lies deepstatecorruption	OFF	TIN	IND
54,920	@USER @USER @USER It should scare every American! She is playing Hockey with a warped puck!	scare every american playing hockey warped puck	NOT	null	null
56,392	@USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER I like my soda like I like my boarders with a lot of ICE.	like soda like like boarders lot ice	NOT	null	null
86,735	@USER you are also the king of taste	also king taste	NOT	null	null
95,686	#MAGA @USER 🎶 Sing like no one is listening ♥️ Love like you've never been hurt ✔️ Vote GOP when no one is watching 🙉 And don't listen to Liberals' dirt URL	maga sing like one listening ♥ ️ love like never hurt ✔ ️ vote gop one watching listen liberals dirt	NOT	null	null
71,446	5/5: @USER The time is right for this House to respond to the concerns of all Canadians. Four out of five Canadians support stronger gun control and with good reason.” #guncontrol #cdnpoli #cdnhist"	5 5 time right house respond concerns canadians four five canadians support stronger gun control good reason guncontrol cdnpoli cdnhist	NOT	null	null
23,958	@USER Besides Jax’s mom and maybe Ope he is hands down my favorite he’s like the only good person on the show 😂	besides jax mom maybe ope hands favorite like good person show	NOT	null	null
28,195	@USER @USER @USER gun control! That is all these kids are asking for!	gun control kids asking	OFF	TIN	OTH
56,117	@USER @USER @USER @USER LOL!!! Throwing the BULLSHIT Flag on such nonsense!! #PutUpOrShutUp #Kavanaugh #MAGA #CallTheVoteAlready URL	lol throwing bullshit flag nonsense putuporshutup kavanaugh maga callthevotealready	OFF	TIN	IND
67,757	@USER @USER You are correct.	correct	NOT	null	null
12,681	@USER @USER Kind of like when conservatives wanna associate everyone to their left as communist antifa members?	kind like conservatives wanna associate everyone left communist antifa members	OFF	TIN	GRP
82,904	@USER @USER Da fuck is going on people? There's the men's room and the women's room Pick one and stick w it 🤔	da fuck going people men room women room pick one stick w	OFF	TIN	GRP
63,236	@USER Been a Willie fan since before most of you were born....LOVE that he is holding a rally with Beto.... Exactly WHICH fans are furious? Could you give some specifics? URL	willie fan since born love holding rally beto exactly fans furious could give specifics	NOT	null	null
77,665	@USER Tbh these days i just don't like people in general i just don't connect with people these days just a annoyance..	tbh days like people general connect people days annoyance	OFF	TIN	IND
83,484	South Korean Official: “Leaders will discuss specific denuke measures in Pyongyang”" URL #TCOT #MAGA #RedNationRising"	south korean official leaders discuss specific denuke measures pyongyang tcot maga rednationrising	NOT	null	null
74,932	@USER @USER You can tell he is a hooper too	tell hooper	NOT	null	null
91,252	@USER I feel like he is better chasing the title	feel like better chasing title	NOT	null	null
25,440	@USER @USER @USER She? To whom are you referring to? Hillary? You know what is tiresome? Bernie supporters bashing Hillary Clinton. She is an actual Democrat who raises money for the Democratic Party and doesn’t bash them. She has a positive message. So who is dividing the left?	referring hillary know tiresome bernie supporters bashing hillary clinton actual democrat raises money democratic party bash positive message dividing left	OFF	UNT	null
81,613	@USER Glad to see your friends are supporting Metis rights as much as you are supporting Zionists. URL	glad see friends supporting metis rights much supporting zionists	NOT	null	null
82,333	@USER Yes you are but I was asking what is it about the movie ?🤷‍♂️👀	yes asking movie ‍ ♂ ️	NOT	null	null
12,609	The only thing the Democrats have is lying and stalling to stop Trump from being #President. What have they done for you lately. #Trump #Kavanaugh #MAGA #DEMSUCK	thing democrats lying stalling stop trump president done lately trump kavanaugh maga demsuck	OFF	TIN	GRP
13,017	@USER No wonder he is being apologetic and more social these day....	wonder apologetic social day	NOT	null	null
18,129	@USER @USER @USER Any updates re ending your blatant #racism as #Windrush & #Grenfell proves you are @USER @USER #alloutpolitics #politicslive #PMQs @USER URL	updates ending blatant racism windrush grenfell proves alloutpolitics politicslive pmqs	NOT	null	null
70,380	@USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER Do you know what’s going to happen now? I’m going to have to lay in bed and cry while I listen to Kelly Clarkson. Thanks free speech antifa.	know going happen going lay bed cry listen kelly clarkson thanks free speech antifa	NOT	null	null
12,108	@USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER You are not very smart are you? Why do you think Gen Flynn’s sentencing keeps being rescheduled? URL	smart think gen flynn sentencing keeps rescheduled	OFF	TIN	IND
14,726	@USER @USER @USER That's expected if you placate the violent leftists/terrorists. #KavanaughConfirmation #woke	expected placate violent leftists terrorists kavanaughconfirmation woke	OFF	TIN	GRP
74,358	@USER Blow hard	blow hard	NOT	null	null
82,599	@USER @USER @USER That means you are a max lvl. Twitter user and maybe should try a new game	means max lvl twitter user maybe try new game	NOT	null	null
40,212	@USER @USER Please explain what controlled opposition" means. As for Bernier escaping, he split with the rest of the Conservatives because he's even more racist and exclusionary than they want to be."	please explain controlled opposition means bernier escaping split rest conservatives even racist exclusionary want	NOT	null	null
78,367	@USER @USER @USER @USER @USER Socialists politics that stand up for the downtrodden. And well done for conflating criticism of Israel with anti semitism. You are also part of the problem.	socialists politics stand downtrodden well done conflating criticism israel anti semitism also part problem	NOT	null	null
66,596	3. Nina One of the reasons I didn't read this book for so long was because I was SO WORRIED about her character. I should've trusted everyone. Nina is a goddamn goddess I would die for a thousand times over. She is big and bold and lovely and PERFECT. HER ARC. IS. PERFECT.	3 nina one reasons read book long worried character trusted everyone nina goddamn goddess would die thousand times big bold lovely perfect arc perfect	NOT	null	null
70,999	.@USER @USER @USER @USER @USER PLEASE vote NO on Kavanaugh. He is not fit for SCOTUS and allegations about women and shady financials should disqualify him. #RuleOfLaw matters. #MeToo #CountryOverParty #WithdrawKavanaugh #StopKavanaugh	please vote kavanaugh fit scotus allegations women shady financials disqualify ruleoflaw matters metoo countryoverparty withdrawkavanaugh stopkavanaugh	NOT	null	null
36,026	@USER @USER Ppl who say I'm not racist" are racist. You Are A Racist. Repeat after me"	ppl say racist racist racist repeat	NOT	null	null
29,439	@USER Kathy the Patriot🗽 YOU HAVE TO LOVE our GREAT PRESIDENT TRUMP!!! A SPINE OF U.S. STEEL!! CHANGING IT! ON TRADE & EVERYTHING FOR AMERICANS!! #AMERICAFIRST #USA #MAGA #LEADERSHIP & #RESPECT #ECONOMY #JOBS #PEACEthruSTRENGTH #GOD #BLESS #TRUMP & #THEUSA 😀 🗽🗽🗽 😀	kathy patriot love great president trump spine u steel changing trade everything americans americafirst usa maga leadership respect economy jobs peacethrustrength god bless trump theusa	NOT	null	null
74,477	@USER Wow you liberals really don’t have a sense of humor.🙄	wow liberals really sense humor	NOT	null	null
49,845	@USER I'M SO FUCKING READY	fucking ready	NOT	null	null
32,305	@USER Holy moly!! If the catholic people haven't been awakened by this ..... #FalseProphet #Lunatic	holy moly catholic people awakened falseprophet lunatic	NOT	null	null
77,243	@USER Lol yeah per dina he is There everyday per claudia no horse got vet care unless it was for donation example limping etc	lol yeah per dina everyday per claudia horse got vet care unless donation example limping etc	NOT	null	null
73,205	@USER @USER @USER What a surprise.... same as antifa. BLM and so on and so on. Soros is Americas worst enemy in HISTORY. He believes the only way to take down the USA is from withing. And hes right. But it's not gunna happen.	surprise antifa blm soros americas worst enemy history believes way take usa withing hes right gunna happen	NOT	null	null
47,311	@USER Me too! Her wedding was the best! She is very pretty!	wedding best pretty	NOT	null	null
48,553	@USER @USER No conflict here—don’t look at this. #Soros involved in violent left agenda of Antifa also.	conflict look soros involved violent left agenda antifa also	NOT	null	null
75,689	@USER @USER @USER URL any of your announcements every come to fruition or is it basically stealing Labour's ideas to get a few more votes	announcements every come fruition basically stealing labour ideas get votes	NOT	null	null
84,102	4 out of 10 British people are basically full-on racists. 4 out of 10 voters vote for the Conservatives. Coincidence!???!???	4 10 british people basically full racists 4 10 voters vote conservatives coincidence	OFF	TIN	GRP
10,607	#GUNCONTROL advocates must STOP falling all over themselves to assure electorate that they too love the HORRIFIC 2A URL	guncontrol advocates must stop falling assure electorate love horrific 2a	NOT	null	null
43,913	@USER @USER Hi there! We love what a huge fan of Camila Mendes you are! Would it be alright if we used your tweet about her in our promotional material?	hi love huge fan camila mendes would alright used tweet promotional material	NOT	null	null
98,992	@USER Fuck off	fuck	OFF	TIN	IND
92,056	@USER Certainly a weird view toward the Margaret Sanger geonicidal philosophy of aborting minorities. I’d like to know if the black population that suffers the most shares her opinion	certainly weird view toward margaret sanger geonicidal philosophy aborting minorities like know black population suffers shares opinion	NOT	null	null
33,853	@USER @USER The prison system is so fucked. Why are they still getting away with what is potentially murder with intent if the prisoners die in the hurricane? They did this in Louisiana and like 500 inmates went missing""	prison system fucked still getting away potentially murder intent prisoners die hurricane louisiana like 500 inmates went missing	OFF	TIN	OTH
75,215	@USER @USER She is useless. Attempts to do the right thing but never follows through.	useless attempts right thing never follows	OFF	TIN	IND
96,218	#WalkAway liberals......Your party is POISON. URL	walkaway liberals party poison	NOT	null	null
57,013	@USER Grateful Trump doesn’t have a dog in the White House. He is a cruel man.	grateful trump dog white house cruel man	OFF	TIN	IND
20,883	@USER You are lying. Stick with the facts. We pay more than that now.	lying stick facts pay	NOT	null	null
74,831	@USER Trump kicks dem butt - its so fun.	trump kicks dem butt fun	OFF	TIN	IND
53,264	@USER @USER @USER He is dumb and dumber all in one president. It's a two for one.	dumb dumber one president two one	OFF	TIN	IND
28,204	#Toxictory minister @USER attempted to expense £50 charity donation! It's what @USER do!! @USER #Toriesmustgo #DissolveTheUnion URL	toxictory minister attempted expense £ 50 charity donation toriesmustgo dissolvetheunion	NOT	null	null
42,024	@USER ur so straight forword man👌 i saw u in dance dewwane and ur just talk free ky ap kitnay porrany ho industry mein and i really like ur this quality that u even gather with ur senior💚 artist love for #Manmarziyaan 🤠👍	ur straight forword man saw u dance dewwane ur talk free ky ap kitnay porrany ho industry mein really like ur quality u even gather ur senior artist love manmarziyaan	NOT	null	null
84,664	@USER And this from the clown that should be in prison?	clown prison	OFF	TIN	IND
54,842	@USER @USER @USER @USER did Twitter silence alex jones in retaliation of him asking Twitter jack questions @USER @USER @USER @USER URL	twitter silence alex jones retaliation asking twitter jack questions	NOT	null	null
48,995	@USER Thats because you are an old man.	thats old man	OFF	TIN	IND
47,153	@USER @USER @USER They are obstructionists. Anti-american. Pharisees. Ask them what they are running on and you get nothing. Maga!	obstructionists anti american pharisees ask running get nothing maga	OFF	TIN	OTH
76,826	@USER @USER No you're not..you're here 2 represent the Alinskyite Orwellian Leftist Tool&Fool view on things..like 99.9% of the Marxists&Antifa similar 2U..psst! And B4U use the words fascist or fascism again go ahead & read D'Souza's book The Big Lie"..right now U know SQUAT about either.."	2 represent alinskyite orwellian leftist toolfool view things like 99 9 marxistsantifa similar 2u psst b4u use words fascist fascism go ahead read souza book big lie right u know squat either	NOT	null	null
27,645	@USER I do remember. :( But somehow centrist" antifa-haters can never quite seem to bring themselves to condemn such things."	remember somehow centrist antifa haters never quite seem bring condemn things	NOT	null	null
64,429	@USER I mean it worked for gun control right? URL	mean worked gun control right	OFF	TIN	GRP
20,943	@USER I think the last thing on the WH or Trump's mind is April Ryan. She needs to stop flattering herself. She's not as important as she thinks she is.	think last thing wh trump mind april ryan needs stop flattering important thinks	NOT	null	null
78,064	@USER Principled conservatives are #Hypocrickets	principled conservatives hypocrickets	NOT	null	null
14,122	@USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER @USER Don't forget @USER & Democrat backed #Antifa	forget democrat backed antifa	NOT	null	null
72,353	@USER She is a beautiful person to teach values to her kids. Teaching them they are royalty but keep to keep it from going to their heads. Stay real ❤️	beautiful person teach values kids teaching royalty keep keep going heads stay real ❤ ️	NOT	null	null
39,051	@USER Bring out his Antifa criminal son to campaign for him	bring antifa criminal son campaign	NOT	null	null
54,546	@USER @USER I didn’t watch and will not watch @USER Watching the September 11th stories and how we came together and stood shoulder to shoulder made me proud even with all of our issues yet the people playing a damn game cannot stand for this moment—protest on a Saturday.	watch watch watching september 11th stories came together stood shoulder shoulder made proud even issues yet people playing damn game cannot stand moment protest saturday	NOT	null	null
50,759	A tear is made of 1% water and 99% feelings.	tear made 1 water 99 feelings	NOT	null	null
75,992	@USER @USER Trump addresses gun control representing the NRA. I will not let you down" he says. URL	trump addresses gun control representing nra let says	NOT	null	null
45,068	@USER She is drinking so much koolaid she’s bloated.	drinking much koolaid bloated	OFF	TIN	IND
17,259	@USER Holder needs to be prosecuted	holder needs prosecuted	NOT	null	null
95,225	@USER But... But... BOTH PLAYERS WERE WOMEN. And BOTH WERE WOMEN OF COLOR!	players women women color	NOT	null	null
84,667	@USER @USER @USER @USER The Institution only let her tweet when she behaves. She is a Window Licker!!!!	institution let tweet behaves window licker	OFF	TIN	IND
14,574	babysitting 3 kids people:”how old do you think she is?” “she has three kids” me:dont get mad. don’t get mad. they don’t know. they don’t know	babysitting 3 kids people old think three kids dont get mad get mad know know	NOT	null	null
23,784	@USER well...? URL	well	NOT	null	null
93,119	WTC This is a threat!!! ..@USER #Maga #QAnon #WakeUpAmerica URL	wtc threat maga qanon wakeupamerica	OFF	TIN	IND
30,115	@USER It's easily digestible content. There's no need for nuance or to even understand the story. They can show a picture of an ANTIFA" and get the base level emotional response their content requires in order to be profitable."	easily digestible content need nuance even understand story show picture antifa get base level emotional response content requires order profitable	NOT	null	null
69,281	@USER @USER Try looking for plain old democrats. The liberals are the ones which you can’t have a conversation with.	try looking plain old democrats liberals ones conversation	NOT	null	null
15,322	@USER Great news! Old moonbeam Just went into a coma! 😂	great news old moonbeam went coma	NOT	null	null
75,089	@USER OMG HE IS SO EXTRA ILY	omg extra ily	NOT	null	null
21,379	@USER @USER @USER Please call trump out for what he is...a NARCISSISTIC SOCIOPATH!	please call trump narcissistic sociopath	OFF	TIN	IND
43,133	@USER @USER Unfortunately in America a system like that would be called racist. Liberals believe exams are racist against minority groups.	unfortunately america system like would called racist liberals believe exams racist minority groups	NOT	null	null
52,102	@USER I know! She is still alive....but wondering if her career was railroaded? Odd! Loved her...especially that day!	know still alive wondering career railroaded odd loved especially day	NOT	null	null
59,537	@USER @USER Guy you are always present...bet why? Lol	guy always present bet lol	NOT	null	null
44,209	@USER @USER what a baby! URL	baby	NOT	null	null
96,664	@USER you are very persuasive fam	persuasive fam	NOT	null	null

End of preview. Expand in Dataset Viewer.

Dataset Card for Dataset Name

The Offensice Language Identification Dataset (OLID) contains 14,100 annotated tweets from Twitter, annotated with three subcategories via crowdsourcing and has been released together with the paper Predicting the Type and Target of Offensive Posts in Social Media.

Previous datasets mainly focused on detecting specific types of offensive messages (hate speech, cyberbulling, etc.) but did not consider offensive language as a whole. This dataset is annoated using a hierarchical annotation with up to 3 labels corresponding to offensive language detection (OFF/NOT), automatic categorization of offense types (TIN/UNT) and offense target identification (IND/GRP/OTH), described below.

The original data from the GitHub repo is located in data/, I joined the all separate files into two train and test splits, usable with HF datasets.

Dataset Details

"The gold labels were assigned taking the agreement of three annotators into consideration. No correction has been carried out on the crowdsourcing annotations. Twitter user mentions were substituted by @USER and URLs have been substitute by URL.

OLID is annotated using a hierarchical annotation. Each instance contains up to 3 labels each corresponding to one of the following levels:

Level (or sub-task) A: Offensive language identification;
Level (or sub-task) B: Automatic categorization of offense types;
Level (or sub-task) C: Offense target identification." (Source)

Tasks and Labels (Source)

(A) Level A: Offensive language identification

(NOT) Not Offensive - This post does not contain offense or profanity.
(OFF) Offensive - This post contains offensive language or a targeted (veiled or direct) offense

In our annotation, we label a post as offensive (OFF) if it contains any form of non-acceptable language (profanity) or a targeted offense, which can be veiled or direct.

(B) Level B: Automatic categorization of offense types

(TIN) Targeted Insult and Threats - A post containing an insult or threat to an individual, a group, or others (see categories in sub-task C).
(UNT) Untargeted - A post containing non-targeted profanity and swearing.

Posts containing general profanity are not targeted, but they contain non-acceptable language.

(IND) Individual - The target of the offensive post is an individual: a famous person, a named individual or an unnamed person interacting in the conversation.
(GRP) Group - The target of the offensive post is a group of people considered as a unity due to the same ethnicity, gender or sexual orientation, political affiliation, religious belief, or something else.
(OTH) Other – The target of the offensive post does not belong to any of the previous two categories (e.g., an organization, a situation, an event, or an issue)

Dataset Description

Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): English
License: [More Information Needed]

Dataset Sources [optional]

Repository: GitHub Repository
Paper [optional]: Predicting the Type and Target of Offensive Posts in Social Media
Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

[More Information Needed]

Dataset Creation

Curation Rationale

The goal of this dataset was

[More Information Needed]

Source Data

The data originates from Twitter

Data Collection and Processing

The authors retrieved the samples "from Twitter using its API and searching for keywords and constructions that are often included in offensive messages, such as ‘she is’ or ‘to:BreitBartNews’" (Source).

They used the following keywords (except for the first three rows)

Keyword	Offensive %
medical marijuana	0.0
they are	5.9
to:NewYorker	8.3
---------	-----
you are	21.0
she is	26.6
to:BreitBartNews	31.6
he is	32.4
gun control	34.7
-filter:safe	58.9
conservatives	23.2
antifa	26.7
MAGA	27.7
liberals	38.0

[More Information Needed]

Who are the source data producers?

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Annotations [optional]

Extensive information on this can be found in the original paper in the Data Collection section.

Annotation process

The annotation has been executed in a crowdsourcing process, where the gold label has been created by considering the annotations of three different annotators.

[More Information Needed]