Datasets:

ucberkeley-dlab
/

measuring-hate-speech

Tasks:

Text Classification

Sub-tasks: hate-speech-detection sentiment-classification multi-label-classification

Languages: English

Multilinguality: monolingual

Annotations Creators: crowdsourced

Source Datasets: original

ArXiv:

Tags: arxiv:2009.10277 counterspeech hate-speech

License: cc-by-4.0

Dataset card Files Files and versions Community

Dataset Preview

comment_id (int64)	annotator_id (int64)	platform (int64)	sentiment (float64)	respect (float64)	insult (float64)	humiliate (float64)	status (float64)	dehumanize (float64)	violence (float64)	genocide (float64)	attack_defend (float64)	hatespeech (float64)	hate_speech_score (float64)	text (string)	infitms (float64)	outfitms (float64)	annotator_severity (float64)	std_err (float64)	annotator_infitms (float64)	annotator_outfitms (float64)	hypothesis (float64)	target_race_asian (bool)	target_race_black (bool)	target_race_latinx (bool)	target_race_middle_eastern (bool)	target_race_native_american (bool)	target_race_pacific_islander (bool)	target_race_white (bool)	target_race_other (bool)	target_race (bool)	target_religion_atheist (bool)	target_religion_buddhist (bool)	target_religion_christian (bool)	target_religion_hindu (bool)	target_religion_jewish (bool)	target_religion_mormon (bool)	target_religion_muslim (bool)	target_religion_other (bool)	target_religion (bool)	target_origin_immigrant (bool)	target_origin_migrant_worker (bool)	target_origin_specific_country (bool)	target_origin_undocumented (bool)	target_origin_other (bool)	target_origin (bool)	target_gender_men (bool)	target_gender_non_binary (bool)	target_gender_transgender_men (bool)	target_gender_transgender_unspecified (bool)	target_gender_transgender_women (bool)	target_gender_women (bool)	target_gender_other (bool)	target_gender (bool)	target_sexuality_bisexual (bool)	target_sexuality_gay (bool)	target_sexuality_lesbian (bool)	target_sexuality_straight (bool)	target_sexuality_other (bool)	target_sexuality (bool)	target_age_children (bool)	target_age_teenagers (bool)	target_age_young_adults (bool)	target_age_middle_aged (bool)	target_age_seniors (bool)	target_age_other (bool)	target_age (bool)	target_disability_physical (bool)	target_disability_cognitive (bool)	target_disability_neurological (bool)	target_disability_visually_impaired (bool)	target_disability_hearing_impaired (bool)	target_disability_unspecific (bool)	target_disability_other (bool)	target_disability (bool)	annotator_gender (string)	annotator_trans (string)	annotator_educ (string)	annotator_income (string)	annotator_ideology (string)	annotator_gender_men (bool)	annotator_gender_women (bool)	annotator_gender_non_binary (bool)	annotator_gender_prefer_not_to_say (bool)	annotator_gender_self_describe (bool)	annotator_transgender (bool)	annotator_cisgender (bool)	annotator_transgender_prefer_not_to_say (bool)	annotator_education_some_high_school (bool)	annotator_education_high_school_grad (bool)	annotator_education_some_college (bool)	annotator_education_college_grad_aa (bool)	annotator_education_college_grad_ba (bool)	annotator_education_professional_degree (bool)	annotator_education_masters (bool)	annotator_education_phd (bool)	annotator_income_<10k (bool)	annotator_income_10k-50k (bool)	annotator_income_50k-100k (bool)	annotator_income_100k-200k (bool)	annotator_income_>200k (bool)	annotator_ideology_extremeley_conservative (bool)	annotator_ideology_conservative (bool)	annotator_ideology_slightly_conservative (bool)	annotator_ideology_neutral (bool)	annotator_ideology_slightly_liberal (bool)	annotator_ideology_liberal (bool)	annotator_ideology_extremeley_liberal (bool)	annotator_ideology_no_opinion (bool)	annotator_race_asian (bool)	annotator_race_black (bool)	annotator_race_latinx (bool)	annotator_race_middle_eastern (bool)	annotator_race_native_american (bool)	annotator_race_pacific_islander (bool)	annotator_race_white (bool)	annotator_race_other (bool)	annotator_age (float64)	annotator_religion_atheist (bool)	annotator_religion_buddhist (bool)	annotator_religion_christian (bool)	annotator_religion_hindu (bool)	annotator_religion_jewish (bool)	annotator_religion_mormon (bool)	annotator_religion_muslim (bool)	annotator_religion_nothing (bool)	annotator_religion_other (bool)	annotator_sexuality_bisexual (bool)	annotator_sexuality_gay (bool)	annotator_sexuality_straight (bool)	annotator_sexuality_other (bool)
47,777	10,873	3	0	0	0	0	2	0	0	0	0	0	-3.9	"Yes indeed. She sort of reminds me of the elder lady that played the part in the movie "Titanic" who was telling her story!!! And I wouldn't have wanted to cover who I really am!! I would be proud!!!! WE should be proud of our race no matter what it is!!"	0.81	1.88	0.36	0.34	1.35	1.23	-1.130178	true	true	true	true	true	true	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"<10k"	"neutral"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	25	false	false	true	false	false	false	false	false	false	false	false	true	false
39,773	2,790	2	0	0	0	0	2	0	0	0	2	0	-6.52	"The trans women reading this tweet right now is beautiful"	0.96	0.43	-0.35	1	0.57	0.42	-1.146973	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"some_college"	"<10k"	"neutral"	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	30	false	false	true	false	false	false	false	false	false	false	false	true	false
47,101	3,379	3	4	4	4	4	4	4	0	0	4	2	0.36	"Question: These 4 broads who criticize America, what country did they flee to get here? And now they want to make OUR America like THEIR former HELL HOLE. I don't think so!!!!!!!!!! Let them explain their GRATITUDE for letting them in OUR country."	0.9	0.74	-0.48	0.31	1.16	0.67	-0.207369	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"some_college"	"100k-200k"	"slightly_conservative"	true	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	41	false	false	false	false	false	false	false	true	false	false	false	true	false
43,625	7,365	3	2	3	2	1	2	0	0	0	3	0	0.26	"It is about time for all illegals to go back to their country of origin and keep our freeway open and prevent heavy traffic."	0.81	0.68	0.86	0.29	1.18	0.87	-0.055536	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"high_school_grad"	"10k-50k"	"neutral"	true	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	42	true	false	false	false	false	false	false	false	false	false	false	true	false
12,538	488	0	4	4	4	4	4	4	4	1	3	2	1.54	"For starters bend over the one in pink and kick that ass and pussy to get a taste until she's begging for a dick inside her."	0.76	0.63	-0.54	0.51	0.95	1	0.104225	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"masters"	"10k-50k"	"neutral"	false	true	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	27	false	false	true	false	false	false	false	false	false	false	false	true	false
11,001	527	0	1	1	0	0	2	0	0	0	2	0	-4.93	"Sounds like the kinda wholsesome life I'd die for ❤️ never met any black Lesbians before so i guess you're my first ever."	0.59	0.23	-0.28	0.48	0.6	0.56	-1.186106	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"high_school_grad"	"10k-50k"	"extremely_liberal"	true	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	30	false	false	false	false	false	false	false	false	true	false	false	true	false
13,168	3,275	0	4	4	4	4	3	3	0	0	3	2	0.17	"Who the fuck is this insignificant simple minded redneck? When he gets a vagina he can decide what he wants to do with it."	1.11	0.96	-0.21	0.3	0.92	0.71	-0.047389	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"high_school_grad"	"50k-100k"	"extremely_conservative"	true	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	37	false	false	true	false	false	false	false	false	false	false	false	true	false
17,034	6,801	0	4	4	4	4	4	0	0	0	3	2	2.08	"Fuck off you insufferable retarded faggot."	0.75	0.96	0.38	0.36	0.92	0.81	0.446312	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"100k-200k"	"extremely_liberal"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	47	true	false	false	false	false	false	false	false	false	false	false	true	false
40,171	10,363	3	4	4	4	3	3	3	0	1	1	0	-0.66	"OMG! The EGO's of these young, young, inexperienced women display are remarkable! So self absorbed - so, so proud of the mistakes their constituents all made in giving them a bit of power. They'll be quite surprised to find that the vast majority of Americans think that these women represent the very WORST of "modern" America. Egos out of control !!"	0.92	0.77	-0.99	0.34	1.3	2.08	-0.199284	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_aa"	"50k-100k"	"slightly_conservative"	false	true	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	35	false	false	true	false	false	false	false	false	false	false	false	true	false
1,006	10,615	0	4	4	4	4	4	4	4	0	4	2	-0.38	"Worthless whore, these tits with look nice with bite marks and cum"	1.06	0.88	-1.19	0.35	0.98	0.85	0.452932	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"masters"	"50k-100k"	"extremely_liberal"	false	true	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	30	true	false	false	false	false	false	false	false	false	false	false	true	false
23,643	9,750	2	0	0	0	0	2	0	0	0	2	0	-3.6	"9) uhhhh i like being lgbt a lot. i feel proud of what i have done to help others in my community"	0.7	0.31	0.61	0.36	1.04	0.76	-1.205321	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_ba"	"10k-50k"	"liberal"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	30	false	false	true	false	false	false	false	false	false	false	false	true	false
14,241	7,331	0	3	3	3	3	3	2	1	1	2	0	-0.5	"Instagram refugees lmao, let's build a wall instead"	0.6	0.53	-0.54	0.42	0.92	0.77	-0.221611	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"100k-200k"	"liberal"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	64	false	false	true	false	false	false	false	false	false	false	false	true	false
20,583	7,259	2	4	2	1	2	2	3	0	0	2	0	-2.43	"@terryelaineh1 @UKLabour Why do 3.8 million #50sWomen not constitute "The Many" not the few? Why is Labour not supporting women who've contributed all their working lives, paid for past pensions and NOW still paying, just for being women over 60! #BackTo60 #OneVoice #JudicialReview #CEDAW"	2.66	2.15	0.52	0.37	1.43	1.45	-0.678335	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_aa"	"50k-100k"	"neutral"	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	33	false	false	false	false	false	false	false	false	true	false	false	true	false
30,879	1,329	2	2	2	2	2	2	2	2	0	2	0	-1.8	"I said it yesterday, I knew this is about to go down. Mangalore: Police now booked those Hindus who caught Ansari in the act of rap!ng that poor calf under sections 506, 504 (intentional insult with intent to provoke breach of peace), 323 & 153A. Judiciary is the most corrupt. URL"	0.43	0.51	-0.01	0.42	1.35	1.63	-0.327224	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"some_college"	"50k-100k"	"conservative"	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	47	true	false	false	false	false	false	false	false	false	false	false	true	false
29,527	2,171	2	3	3	3	3	4	3	0	0	3	0	0.99	"White Small Little Invisible Clits Are A Disgrace 🤢 Pay Me For You Having Such a Small Disgraceful Useless Object Kik GoddesssJayy #Findom #Sph #Whiteslave #Humiliation #Pindick #Cashslave #Cuck #Cuckold #EbonyDomme"	0.59	0.55	0.74	0.31	1.21	1.58	0.243318	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_ba"	"10k-50k"	"liberal"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	true	false	46	false	false	false	false	false	false	false	true	false	false	false	true	false
23,016	10,173	2	3	1	0	0	2	0	0	0	0	0	-3.09	"Ladies buy a gun learn how to use it effectively and kill these mother fuckers. URL"	1.17	0.49	0	0.38	0.78	0.76	0.23959	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"some_college"	"10k-50k"	"conservative"	true	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	25	false	false	false	false	false	false	false	true	false	true	false	false	false
22,819	9,912	2	2	2	3	2	2	2	0	0	2	1	-1.85	"@ghostofthor same energy as the "YOU DONT LOOK INDIAN STOP LYING ABOUT BEING SOUTH ASIAN" cc"	0.71	0.44	-0.02	0.31	0.96	0.85	-0.990813	true	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_aa"	"10k-50k"	"liberal"	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	34	true	false	false	false	false	false	false	false	false	false	false	true	false
36,534	9,312	2	4	4	4	4	2	2	1	0	3	2	1.62	"@suddenlywestan Because you are a country of mentally ill terrorists. Whoever says different is an enabler, ignorant and blind to endless/countless wars and aggression and the death rate by American terrorist acts. Fuck you American scum!"	1.03	0.98	-0.14	0.35	0.99	1.07	0.320763	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	false	true	"female"	"no"	"college_grad_ba"	"10k-50k"	"conservative"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	27	false	false	true	false	false	false	false	false	false	false	false	true	false
7,287	4,546	0	4	4	3	2	4	2	0	0	3	2	1	"This sub is full of grade A faggots Comedy fucking Ebola"	0.66	0.57	0.25	0.33	0.87	0.83	0.346855	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"some_college"	"10k-50k"	"liberal"	true	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	true	false	33	true	false	false	false	false	false	false	false	false	true	false	false	false
32,074	5,487	2	2	2	0	0	2	0	0	0	2	0	-2.88	"Progress 👍 LGBT rights in Europe: Some countries 'moving backwards on equality for first time in a decade' \| Euronews URL #NewsSuite URL"	0.45	0.24	-0.1	0.29	0.78	0.89	-1.166478	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"some_high_school"	"10k-50k"	"liberal"	false	true	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	34	false	false	true	false	false	false	false	false	false	false	false	true	false
46,526	3,863	3	3	3	2	2	2	0	0	0	2	0	-0.76	"Joshua Lelo so you have seen all actors from every community and have deducted no one beats Scarlett? Another African with inferiority complex 🤦🏾‍♀️."	0.7	0.63	0.35	0.29	0.72	0.68	-0.565168	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"100k-200k"	"extremely_liberal"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	38	false	false	true	false	false	false	false	false	false	false	false	true	false
30,683	2,576	2	3	2	3	3	3	2	0	0	2	0	-0.66	"He is a racist just like his Father who tried to keep blacks out of his housing Apts back in the day. URL"	0.93	0.64	0.59	0.34	1.21	1.21	-0.288919	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"high_school_grad"	"10k-50k"	"liberal"	true	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	62	false	false	false	false	false	false	false	true	false	false	false	true	false
15,758	8,749	0	2	2	2	0	2	0	0	0	2	0	-2.05	"No, they only do that to black people"	0.46	0.72	0.47	0.3	0.62	0.38	-0.262152	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_aa"	"<10k"	"extremely_liberal"	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	23	true	false	false	false	false	false	false	false	false	false	true	false	false
14,868	3,948	0	2	2	1	2	2	1	0	0	1	0	-4.09	"Many of the families who are being separated at the border and who are being kept in poor conditions did try to cross legally, through legal ports of entry seeking asylum."	0.97	0.34	-0.4	0.37	0.8	0.71	-0.782955	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"phd"	"50k-100k"	"liberal"	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	36	true	false	false	false	false	false	false	false	false	false	false	true	false
11,817	3,559	0	4	4	4	4	4	4	4	3	4	2	1.77	"Get rid of them and their anchor babies and grand babies. Fucking worthless guinees"	0.74	0.66	0.12	0.33	0.71	0.64	0.426784	false	false	false	false	false	false	false	true	true	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"50k-100k"	"slightly_liberal"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	true	false	36	false	false	true	false	false	false	false	false	false	false	false	true	false
4,373	5,717	0	3	3	2	3	2	2	1	1	2	0	-0.85	"So hot!!! Wish she squirted in my mouth 💦"	1.24	1.09	0.2	0.41	1.03	0.98	-0.18453	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"10k-50k"	"neutral"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	33	false	false	true	false	false	false	false	false	false	false	false	true	false
1,323	2,017	0	0	0	0	1	2	0	0	0	1	0	-5.42	"Thank you for posting this! Gives us other "normal" women confidence. We all aren't skinny, or shaved, of perky. Doesn't mean we still aren't sexy."	1.38	0.87	-0.04	0.51	0.53	0.37	-1.102327	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"some_college"	"10k-50k"	"extremely_liberal"	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	39	false	false	false	false	false	false	false	true	false	false	false	true	false
38,126	6,701	2	4	3	3	3	2	0	0	0	3	1	-0.88	"Y'all always slip up and say how y'all see women period because this includes the majority of women in yall lives that's not related to you. Especially since men demand pussy just from taking you out, selling you weed or even being nice to you. Niggas can't even be friends lol URL"	1.09	0.82	0.2	0.34	0.91	0.63	-0.187778	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_aa"	"50k-100k"	"conservative"	false	true	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	34	false	false	true	false	false	false	false	false	false	false	false	true	false
26,362	2,689	2	2	2	1	1	2	1	0	0	2	0	-1.76	"okay but am i the only one who keep thinking that the tarzan song, "you'll be in my heart" by phil collins is such a gay rights themed song. URL"	0.57	0.37	0.5	0.35	0.83	0.74	-0.976074	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_ba"	"10k-50k"	"slightly_liberal"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	true	false	23	false	false	true	false	false	false	false	false	false	false	false	true	false
5,410	123	0	3	3	3	2	2	1	0	0	3	0	-0.83	"Them - DON'T YOU DARE OBJECTIFY US!! Also them - Gets publicly naked as much as fucking possible."	0.45	0.4	0.04	0.3	0.81	0.76	-0.629415	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_ba"	"10k-50k"	"liberal"	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	33	true	false	false	false	false	false	false	false	false	false	false	true	false
39,276	44	2	4	4	4	4	4	4	1	1	2	2	1.28	"@KeGutta These niggas straight bitches"	0.89	0.75	-0.37	0.46	1.07	0.97	-0.126042	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_ba"	"50k-100k"	"slightly_conservative"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	53	false	false	true	false	false	false	false	false	false	false	false	true	false
32,811	3,540	2	3	3	3	2	2	3	0	0	2	0	0.14	"Cold hoe that's a must, bitch body A plus, bitch pussy A1"	1.22	1.05	0.46	0.42	0.71	0.6	-0.105618	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"masters"	"100k-200k"	"neutral"	true	false	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	29	true	false	false	false	false	false	false	false	false	false	false	true	false
33,729	3,610	2	1	3	3	3	1	2	0	0	2	2	-2.36	"Da real white thug"	1.3	1.48	-0.09	0.36	0.76	0.73	-0.383547	false	true	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_ba"	"10k-50k"	"liberal"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	36	false	false	false	false	false	false	false	false	true	false	false	true	false
47,480	8,856	3	4	4	2	3	2	2	0	0	2	0	-0.11	"Deport AOC and friends to mexico! Tell them if they want to help the problem to start there! Problem solved for all!"	0.65	0.56	-0.12	0.29	1.84	3.12	-0.210612	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"some_college"	"50k-100k"	"neutral"	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	62	false	false	false	false	false	false	false	true	false	false	false	true	false
10,694	8,325	0	0	0	0	0	2	0	0	0	0	0	-5.59	"You are an amazing dad! Don't forget that girls can have crush's on other girls too. My mom always asked me is I like anyone rather than any boys and would always talk about "when you bring home a boyfriend or girlfriend" which got old once it became clear I was straight but was still the right approach."	0.72	0.19	-0.3	0.71	0.74	6.58	-1.18458	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"college_grad_ba"	"10k-50k"	"liberal"	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	39	false	false	true	false	false	false	false	false	false	false	false	true	false
1,031	5,754	0	2	2	1	2	2	2	0	0	2	0	-2.78	"I'd suck that cock dry and then fill all your holes with cum 😉"	0.14	0.09	0.15	0.65	0.79	0.87	0.31138	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_aa"	"50k-100k"	"liberal"	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	true	false	26	false	true	false	false	false	false	false	false	false	true	false	false	false
48,834	8,072	3	3	3	3	2	2	2	1	0	1	0	-1.99	"@LT Wilson I think you are a joke for assuming and being so negative and prudish. She clearly hasn't slept with everyone and bullies like you ridiculous."	1.05	0.66	-0.23	0.6	1.22	1.26	-0.319046	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"masters"	"100k-200k"	"extremely_liberal"	true	false	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	25	false	false	false	false	false	false	false	false	true	false	false	true	false
43,341	5,860	3	4	4	4	3	3	1	1	0	3	2	1.02	"Dwight Howard is a undercover Faggot, this guy was caught on camera fondling Isiah Canaan penis when you were playing for the Rockets. Dwight's career is over because he's softer than marmalade and he couldn't shoot a beach ball into a ocean."	0.52	0.49	0.28	0.32	0.77	0.51	0.202971	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"some_college"	"10k-50k"	"extremely_liberal"	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	33	true	false	false	false	false	false	false	false	false	false	false	true	false
47,870	227	3	4	3	3	2	2	0	0	0	2	0	-0.16	"At this point joe is a retard that cares about transgender playing sports. Sad to see"	0.58	0.43	0.89	0.59	0.86	0.66	-0.165925	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"male"	"no"	"college_grad_aa"	"10k-50k"	"slightly_liberal"	true	false	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	31	true	false	false	false	false	false	false	false	false	false	false	true	false
49,895	9,488	3	0	1	1	1	1	0	0	0	2	0	-4	"Hero Rohit Sharma love From Pakistan😍😍"	1.07	0.54	-0.7	0.48	1.28	1.35	-1.280583	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"high_school_grad"	"50k-100k"	"neutral"	false	true	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	true	false	71	false	false	false	false	false	false	false	false	true	false	false	true	false
37,291	8,201	2	4	4	3	4	3	1	0	2	3	2	-0.15	"stupid ugly ass cracker is somehow going to avoid getting the death penalty"	0.81	0.73	-0.15	0.34	0.99	1.02	0.468282	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	"female"	"no"	"masters"	"50k-100k"	"liberal"	false	true	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	39	false	false	false	false	false	false	false	false	true	false	false	true	false
11,121	2,218	0	2	3	3	3	2	2	1	0	3	1	-1.67	"They wanna fuck so bad, just do it already, nobody cares if you're gay."	0.57	0.54	-0.58	0.3	0.95	0.96	-0.259232	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	true	false	false	true	false	false	f