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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: "It’s crazy that countries can …" 42 comments · Page 1 of 2
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop …
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop doing this shit if we dont come to your country you guys are done look how many universities and colleges are being closed you guys are so stupid you wanna become us use our stuff but hate indians you guys need to learn the history or did guys skip the class go and search how many indian ceo's are out there of many big companies
Identity Attack0.6227552
Insult0.69164425
Profanity0.55356324
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.354 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
Crazy how this country lets this shit happen....It's not Canada anymore it's CanIndia.....
Crazy how this country lets this shit happen....It's not Canada anymore it's CanIndia.....
Identity Attack0.381025
Insult0.5332045
Profanity0.70864636
Threat0.011275585
Severe Toxicity0.20678867
Toxic 0.76523775 Low Con 0.275 Insult
Sep 28, 2025 10 likes IRCC Names India in Study …
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last …
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last day of my probation, then call me back a month after trying to pay me $21/hr now its mostly Asians working now. Shit is crazy the Libs are fucking us without lube.
Identity Attack0.46028158
Insult0.5101222
Profanity0.7673477
Threat0.021300001
Severe Toxicity0.20067264
Toxic 0.75208336 Constructive 0.504 Insult Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve to call us down for not accepting ur religion.... Piss off.. this government is a joke. How about Quebec take the over 1 million immigrants they took in this year alone, and we'll break off into our own country and make sure they can't BIDEN-IZE Canada. Don't stay quiet.. we need to be heard this is crazy.
Identity Attack0.3817989
Insult0.72868866
Profanity0.34099978
Threat0.013372798
Severe Toxicity0.16960317
Toxic 0.73663366 Moderate Con 0.432 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans …
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans because he believes that rape is normal in their African culture!!! What?? He has no idea that India has highest rape rate in a year and brutality including regular lynching... my goodness... this guy will not open his eyes yet. And why he hates muslims? He is ignorant. What a crazy racist is that guy. Hate and racism is going to burn our lovely beloved safest country Canada. This is not right. Alarm. Whoever we are, we all must live together in peace and unity. Multiculturalism is not bad but Candian common culture must be adopted, respected and lived.
Identity Attack0.55044734
Insult0.69164425
Profanity0.37993968
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.7252971 Constructive 0.556 Identity Attack Insult Moral_Argument
Feb 6, 2026 4 likes Inside Canada's Indian Invasion...
I understand wanting to leave that shithole of a country but being nationalistic in another country is crazy work
I understand wanting to leave that shithole of a country but being nationalistic in another country is crazy work
Identity Attack0.34649673
Insult0.46774593
Profanity0.70864636
Threat0.011094344
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.385 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Close the borders the muslims are crazy we have way to much here Canada is now a joke freedom of speech for white people doesn't exist its a joke everytime we say anything we are …
Close the borders the muslims are crazy we have way to much here Canada is now a joke freedom of speech for white people doesn't exist its a joke everytime we say anything we are racist or they say white privelage in other countrys say africa example were its prominent ly black what do they call rich people black privileged white people call it rich privileged not white privileged so crazy
Identity Attack0.6487889
Insult0.6099415
Profanity0.20592089
Threat0.022681303
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.421 Identity Attack Insult
Sep 10, 2025 Why Canadians Are Turning Against …
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 …
Welcome to Canada - a country where government charges crazy money/has insane requirements for immigrants who come from civilized countries and contribute to the society, while letting unlimited access for people who don’t add much …
Welcome to Canada - a country where government charges crazy money/has insane requirements for immigrants who come from civilized countries and contribute to the society, while letting unlimited access for people who don’t add much value or diversity to the economy or culture. Thanks to all dumbass liberals voting for this bs
Identity Attack0.36702603
Insult0.65231085
Profanity0.36230123
Threat0.008466354
Severe Toxicity0.02420936
Moderate 0.6289369 Moderate Con 0.328 Insult Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
0:50 Again, the USA is far from being the best country on Earth. For the love of God, look at yourself, look how miserable your country is now. It used to be great, now you …
0:50 Again, the USA is far from being the best country on Earth. For the love of God, look at yourself, look how miserable your country is now. It used to be great, now you have shootings everyday, your president is a pdo, you pollute like crazy and you're ultra obese. I can't believe you keep saying that it's crazy.
Identity Attack0.44690517
Insult0.5935568
Profanity0.29209393
Threat0.07246469
Severe Toxicity0.16760159
Moderate 0.62136006 Moderate Con 0.412 Insult Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we cant live with each other I respect them. What I dont respect is mass African migration like un EU, that is crazy stuff. I would rather live in a acity with 100000 Indians than 10000 Africans because they are a fk ticking bomb, you never know if they stab someone or rap*. Indians are working, Africans cant do anything other than crimes IDK how some people still dont see this, just look at any country that took them, its same everywhere. I live in Czech Republic and we have like 10% of Vietnamese people and you dont even know they are here, all of them work, they are very polite and fit into our society very well...
Identity Attack0.5498214
Insult0.46173862
Profanity0.43669638
Threat0.3203622
Severe Toxicity0.23224458
Moderate 0.53579444 Constructive 0.713 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
Identity Attack0.57150364
Insult0.4794537
Profanity0.2453505
Threat0.015774792
Severe Toxicity0.024819711
Moderate 0.51980776 Low Con 0.127 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, …
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, its simply vetting and screening the applicants and tracking them. Its that simple. Mismanagement costs canadians, and these people are all paid 100k+ to Mismanage? So theyre not doing jack shit lol why am I paying taxes? Give me the money so I can go buy a house
Identity Attack0.2028587
Insult0.4339631
Profanity0.4798129
Threat0.010990778
Severe Toxicity0.02430326
Moderate 0.5140397 Moderate Con 0.497
Oct 1, 2025 1 likes IRCC Names India in Study …
Crazy how this is happening world wide. Towns cities completely full of migrants that don’t assimilate and they’re all identical. More crime, more rubbish, nothing but entitlement. Roll on the day these countries take their …
Crazy how this is happening world wide. Towns cities completely full of migrants that don’t assimilate and they’re all identical. More crime, more rubbish, nothing but entitlement. Roll on the day these countries take their own land back.
Identity Attack0.38176915
Insult0.5130944
Profanity0.13432594
Threat0.009178371
Severe Toxicity0.020515325
Moderate 0.4838166 Low Con 0.263 Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Its crazy my first trip out of my own country was basically a trip to a cleaner India, ridiculous 😂
Its crazy my first trip out of my own country was basically a trip to a cleaner India, ridiculous 😂
Identity Attack0.38230872
Insult0.4378843
Profanity0.29209393
Threat0.011456826
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.349 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s culture is mass shootings, Pedophilia and rape also (see how that doesn’t actually make sense) . And secondly Canada had more rapes per 100,000 than a lot of countries in Africa so I guess it’s Canadian culture too 🤷🏽‍♀️
Identity Attack0.44690517
Insult0.4378843
Profanity0.2258264
Threat0.13245705
Severe Toxicity0.031420294
Moderate 0.47886392 Constructive 0.516 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy …
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy immigration for everybody. Always wants to be heard when itnis not your country. Proud in nothing bragging about your country in someone else country is crazy to me.
Identity Attack0.5135796
Insult0.44802538
Profanity0.21348765
Threat0.03718498
Severe Toxicity0.02604016
Moderate 0.47473195 Moderate Con 0.413 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true that Germans, Irish, Italians etc did migrate to USA en masse, but they did it out of desperation, to avoid famines. Indians must understand, western people despise the fact that so many Indians living in their countries. They don't like you. They why? Come back to your motherland, and serve the nation.
Identity Attack0.46028158
Insult0.41767508
Profanity0.1696208
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.46716887 Constructive 0.652
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it …
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it or they would have stayed in their own country They are making the US and other countries and to their country They're bringing their same s***** ways to other people's country and cultures and I cannot believe the US and other countries are okay with this It's not just the Indians It's a Arabs the Mexicans the Asians Everybody leaves their country to come to better countries and still do the same s*** It's just crazy to me They should have stayed at home These people are nasty inside and out. 🤔🤨😔😷🤢🤮😡 And we know that white dude is just straight racist. Poor white trash. 👹
Identity Attack0.48915586
Insult0.40420914
Profanity0.40670946
Threat0.01750142
Severe Toxicity0.072789766
Moderate 0.45549932 Moderate Con 0.472 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Crazy how a white person says " feeling like a stranger in the own country " 🤦🏻‍♀️🤔🤯🤢🙄
Crazy how a white person says " feeling like a stranger in the own country " 🤦🏻‍♀️🤔🤯🤢🙄
Identity Attack0.4907465
Insult0.3388922
Profanity0.18663849
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.334 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
So crazy the mental gymnastics of the descedents of colonizers. "I JuSt WanT My CoUnTry BAck" crew can kick rocks. Lets they aren't killing, enslaving and piliging the local indigenous people
So crazy the mental gymnastics of the descedents of colonizers. "I JuSt WanT My CoUnTry BAck" crew can kick rocks. Lets they aren't killing, enslaving and piliging the local indigenous people
Identity Attack0.293411
Insult0.40243408
Profanity0.14490221
Threat0.25272974
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.336 Moral_Argument
Jan 24, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
Identity Attack0.1769227
Insult0.37506318
Profanity0.16264248
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.306 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
''Greatest country on earth'' is crazy hahahahahaha never ever
''Greatest country on earth'' is crazy hahahahahaha never ever
Identity Attack0.16587129
Insult0.3682569
Profanity0.1654338
Threat0.008738215
Severe Toxicity0.013285006
Moderate 0.3972142 Low Con 0.238 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Identity Attack0.3958119
Insult0.26957804
Profanity0.07870171
Threat0.010576514
Severe Toxicity0.015350811
Moderate 0.37751234 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 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.