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Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "America this is the only …" 462 comments · Page 2 of 19
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Identity Attack0.6458014
Insult0.5362655
Profanity0.71218073
Threat0.11002964
Severe Toxicity0.45895407
Toxic 0.7675452 Low Con 0.297 Identity Attack Insult Unverified_Claim
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
North America is an occupied land . Europeans call themselves some red neck shit everyone is just a fraud .
North America is an occupied land . Europeans call themselves some red neck shit everyone is just a fraud .
Identity Attack0.5135796
Insult0.6109131
Profanity0.70864636
Threat0.012647836
Severe Toxicity0.2322566
Toxic 0.7570315 Low Con 0.178 Identity Attack Insult Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
NORTH AMERICA AND EUROPE IS DOOMED. SO MUCH INJUSTICE AROUND THE WORLD. EVERYTHING AROUND THE WORLD HAS GONE TO BULLSHIT. ITS GOING YO GET WORSE. MEDIEVAL TIMES ARE HERE.
NORTH AMERICA AND EUROPE IS DOOMED. SO MUCH INJUSTICE AROUND THE WORLD. EVERYTHING AROUND THE WORLD HAS GONE TO BULLSHIT. ITS GOING YO GET WORSE. MEDIEVAL TIMES ARE HERE.
Identity Attack0.28034934
Insult0.46625584
Profanity0.70864636
Threat0.028379176
Severe Toxicity0.26195827
Toxic 0.7510937 Low Con 0.196
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians that migrated, countless other people from Middle Eastern, Africa, and Asia who settled in this country. You need to STOP creating and posting racist videos. You can gain subscribers in many other ways, uneducated, beaver hideous looking person. The food ya’ll eat or other goods that the country run on IS because of these truck drivers who sit hours and hours to go to America to make a living. Shame on you. You need some knowledge, please educate yourself before running around like an idiot to interview people in the intention of making $$ off YouTube and gaining subscribers to feed your filthy looking arse. Low life prick.
Identity Attack0.46614665
Insult0.72756535
Profanity0.4170448
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.372 Insult
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Can we get every third world shithole person out of North America? Pls and thanks
Can we get every third world shithole person out of North America? Pls and thanks
Identity Attack0.5913144
Insult0.5739874
Profanity0.64657205
Threat0.13815513
Severe Toxicity0.35022295
Toxic 0.74954444 Low Con 0.263 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Other countries want what we have so instead they migrate no are populating in the 🇺🇸 BECAUSE THEY feel like the citizen of America aint doing shit with America
Other countries want what we have so instead they migrate no are populating in the 🇺🇸 BECAUSE THEY feel like the citizen of America aint doing shit with America
Identity Attack0.36803186
Insult0.40420914
Profanity0.64657205
Threat0.011405042
Severe Toxicity0.23223771
Toxic 0.73663366 Low Con 0.184 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Good thing canada sucks and america is better
Good thing canada sucks and america is better
Identity Attack0.5135796
Insult0.5678696
Profanity0.5150164
Threat0.0086087575
Severe Toxicity0.16960317
Toxic 0.73663366 Low Con 0.276 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
and........FK America
and........FK America
Identity Attack0.036235906
Insult0.13093494
Profanity0.5675591
Threat0.0048711533
Severe Toxicity0.00013574855
Toxic 0.72970116 Identity_Assertion
Dec 8, 2025
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!! AMERICA AND CANADA!!!!!!!!!!!!
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!! AMERICA AND CANADA!!!!!!!!!!!!
Identity Attack0.71678543
Insult0.4339631
Profanity0.20592089
Threat0.13549154
Severe Toxicity0.35184112
Toxic 0.718943 Low Con 0.249 Identity Attack Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Identity Attack0.6007182
Insult0.6308392
Profanity0.48510036
Threat0.13532294
Severe Toxicity0.3532795
Toxic 0.71760553 Low Con 0.119 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a …
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a western country , north america , that should only have native americans , arctic natives and white people in it!!!!! But yeah, you know only one s*** from an Indian person.On a public boss isn't a big deal that the numbers of public s**** have gone down!!!!! 🙄😮‍💨🤢!!!! Fuk those people. But raping, people. And being dumb AF . Is completely of.!¡! 😌
Identity Attack0.5135796
Insult0.5678696
Profanity0.6001929
Threat0.5140729
Severe Toxicity0.51028454
Toxic 0.7105462 Moderate Con 0.332 Identity Attack Insult Threat Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? …
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? White people took over large swathes of land everywhere and killed the natives. Forget being America's 51st state, you're already India's 29th.
Identity Attack0.55044734
Insult0.6677319
Profanity0.36230123
Threat0.14960353
Severe Toxicity0.16960317
Moderate 0.687436 Moderate Con 0.36 Identity Attack Insult Moral_Argument
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only way to save Canada, America, Europe, and western countries is mass deportation and shut the borders! Most of us don't want your stinky invaders here nor your bullsh*t non assimilating cultures! GTFO!
Identity Attack0.57957685
Insult0.6308392
Profanity0.5013569
Threat0.13815513
Severe Toxicity0.23225145
Moderate 0.6863638 Low Con 0.266 Identity Attack Insult Unverified_Claim
Feb 20, 2026 Inside Canada's Indian Invasion...
4:43 These punjabis are the most racist humans on the planet. They identify themselves as white here in India and maybe in America they change their colors to brown or more like middle eastern ( …
4:43 These punjabis are the most racist humans on the planet. They identify themselves as white here in India and maybe in America they change their colors to brown or more like middle eastern ( MENA ). They calm their ass over to a white nation. But in their own home nation they call themselves as white like...
Identity Attack0.6458014
Insult0.5678696
Profanity0.5365423
Threat0.13616586
Severe Toxicity0.35368225
Moderate 0.6863638 Low Con 0.296 Identity Attack Insult Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Fk that . Stay in your country. Don't come to America.
Fk that . Stay in your country. Don't come to America.
Identity Attack0.49584505
Insult0.46327567
Profanity0.64080805
Threat0.023371955
Severe Toxicity0.2733782
Moderate 0.6863638 Low Con 0.204 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we …
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we can.
Identity Attack0.5504064
Insult0.5130944
Profanity0.65961236
Threat0.02440793
Severe Toxicity0.1762085
Moderate 0.6852916 Moderate Con 0.306 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Identity Attack0.6007182
Insult0.6336687
Profanity0.36230123
Threat0.018882722
Severe Toxicity0.21902075
Moderate 0.6827122 Moderate Con 0.315 Identity Attack Insult Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
still better than america in 2025/2026 😂 we are so royally fucked down here.
still better than america in 2025/2026 😂 we are so royally fucked down here.
Identity Attack0.18468912
Insult0.35677677
Profanity0.7246992
Threat0.011094344
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.236 Comparative_Framing
Jan 14, 2026 Canada’s new rules in 2026
This fool portrays the indigenous people of America as white, forgetting that the indigenous people are the Native Americans, whose women were raped and whose people were killed. And here is the criminal who usurped …
This fool portrays the indigenous people of America as white, forgetting that the indigenous people are the Native Americans, whose women were raped and whose people were killed. And here is the criminal who usurped the land of others, complaining about the presence of other cultures and peoples who came peacefully, unlike some of his white ancestors. This channel is blatantly racist and the channel owner is a hypocrite. Ultimately, every country and every state has its own system; don't take your anger out on the residents or distorts certain races and cultures if there's a loophole in your region's system. There are criminals and ignorance in every race, in every culture. Generalization is the language of the ignorant. I hope you learn from some polite and educated white people who spread peace instead of inciting hatred, This includes good people of other races. Peace.
Identity Attack0.46050715
Insult0.65231085
Profanity0.39670458
Threat0.19862294
Severe Toxicity0.29050803
Moderate 0.6827122 Constructive 0.569 Insult Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
They are everywhere!! Racist, dishonest and dirty people. They are worse than Covid. They are even deep in the rainforest in South America 😂
They are everywhere!! Racist, dishonest and dirty people. They are worse than Covid. They are even deep in the rainforest in South America 😂
Identity Attack0.4911651
Insult0.65865606
Profanity0.25184435
Threat0.013217449
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.222 Insult
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Identity Attack0.55044734
Insult0.65231085
Profanity0.14754629
Threat0.029587816
Severe Toxicity0.023645958
Moderate 0.6744087 Low Con 0.234 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
Identity Attack0.6682205
Insult0.40243408
Profanity0.30161268
Threat0.4438339
Severe Toxicity0.34969926
Moderate 0.6667219 Low Con 0.288 Identity Attack Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.