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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: "To all Canadian's, I did …" 3,707 comments · Page 30 of 149
Now, let's talk about the temporary foreign worker program screwing Canadians
Now, let's talk about the temporary foreign worker program screwing Canadians
Identity Attack0.36702603
Insult0.38852
Profanity0.29209393
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.256
Feb 4, 2019 6 likes How much do refugees and …
He called white (pink) Canadians, native . Have some shame 😭😭😭.
He called white (pink) Canadians, native . Have some shame 😭😭😭.
Identity Attack0.4887047
Insult0.3388922
Profanity0.035649836
Threat0.00866054
Severe Toxicity0.018707745
Moderate 0.4269174 Moderate Con 0.301 Identity_Assertion
Feb 9, 2026 248 likes Inside Canada's Indian Invasion...
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives …
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives then flood gates by the Liberals. Canada is Captured and destoyed and Canadian TAXPAYERS are paying these people 81,000 per year WTF? 1st in line for healthcare, free extended healthcare, furniture, HOUSING, taxi money and free banking for CRIMINALS THESE PEOPLE DON'T PAY TAXES THEY TAKE FROM OUR TAX BASE - ITS TREASON ! WHERE'S THE LAWS IN CANADA THAT LEGISLATED THIS CRIME.
Identity Attack0.09245483
Insult0.41767508
Profanity0.36230123
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.407 Unverified_Claim
Feb 17, 2026 16 likes LILLEY UNLEASHED: The fall of …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
I can't stand indian food, thank god I'm not canadian 🤮
I can't stand indian food, thank god I'm not canadian 🤮
Identity Attack0.5135796
Insult0.18852992
Profanity0.15283443
Threat0.0082074385
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.44 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
And the Canadian authorities haven’t done anything about these Indian criminals.
And the Canadian authorities haven’t done anything about these Indian criminals.
Identity Attack0.4911651
Insult0.40243408
Profanity0.045419596
Threat0.011068452
Severe Toxicity0.017997624
Moderate 0.4269174 Low Con 0.192 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell …
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell them they can hold on to their own beliefs and cultures? I'm sure the reason why the concept seemed like a good idea because you thought it was a way to keep immigrants out of White Canadian spaces. Fast-forward a few decades and now look at the mess it has created.
Identity Attack0.44690517
Insult0.33896056
Profanity0.35094926
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.466
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
Identity Attack0.50515604
Insult0.30326313
Profanity0.044668075
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.433 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
I don't want my country to turn into India, nor Africa. I want to be able to buy a house and live peacefully in the country my ancestors built for the past 400 years. I …
I don't want my country to turn into India, nor Africa. I want to be able to buy a house and live peacefully in the country my ancestors built for the past 400 years. I might be Canadian, but i'm tired to play nice with invaders.
Identity Attack0.5039629
Insult0.2838064
Profanity0.06796519
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.564 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
You can cut immigration all you want, it's not going to make Canadian kids any less lazy.
You can cut immigration all you want, it's not going to make Canadian kids any less lazy.
Identity Attack0.38200524
Insult0.45135358
Profanity0.052934792
Threat0.017156094
Severe Toxicity0.01393057
Moderate 0.4269174 Low Con 0.267
Jan 3, 2026 New rules, regulations take effect …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our …
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our country india Our Indian government warn Canadian government not to allow these people in their country but they don’t listen they allow Khalistani tterrorists who are wanted or criminals in India So it’s canada government fault stop voting for leftist government
Identity Attack0.4911651
Insult0.37166002
Profanity0.043165036
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.384 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It …
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It is time to expel Indian villager’s Punjabis to their country, Indian Punjab. Deport Deport
Identity Attack0.5075293
Insult0.3126888
Profanity0.04366605
Threat0.055270568
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.323 Identity Attack
Sep 28, 2025 IRCC Names India in Study …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving cars with AK47 graphics, driving reckless with no care. As for becoming Canadian forget it, these people dump their trash on the streets like they are living in India.
Identity Attack0.44690517
Insult0.4339631
Profanity0.0913099
Threat0.010058682
Severe Toxicity0.019095084
Moderate 0.4269174 Constructive 0.579
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Identity Attack0.3817989
Insult0.43450394
Profanity0.09001675
Threat0.019055385
Severe Toxicity0.022064678
Moderate 0.4269174 Moderate Con 0.354 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more …
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more insulting
Identity Attack0.48915586
Insult0.33964422
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01935331
Moderate 0.4269174 Moderate Con 0.303 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians used to pride themselves on not adopting US racism, not any more. The reason why I left them both behind to wallow in each-others ignorance
Canadians used to pride themselves on not adopting US racism, not any more. The reason why I left them both behind to wallow in each-others ignorance
Identity Attack0.3780483
Insult0.44464502
Profanity0.029050145
Threat0.006641001
Severe Toxicity0.00919342
Moderate 0.4269174 Low Con 0.288
Sep 19, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Mark Carney is laundering Canadian taxpayers dollars in Ukraine to try and protect his Brookfield Corp nuclear reactors. Regular Canadians don't know how corrupt Mark Carney is.
Mark Carney is laundering Canadian taxpayers dollars in Ukraine to try and protect his Brookfield Corp nuclear reactors. Regular Canadians don't know how corrupt Mark Carney is.
Identity Attack0.06158508
Insult0.4962726
Profanity0.026044132
Threat0.0076507707
Severe Toxicity0.007019043
Moderate 0.4269174 Moderate Con 0.33 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Identity Attack0.5135796
Insult0.21836096
Profanity0.050930742
Threat0.18913531
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.273 Identity Attack Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
Identity Attack0.5135796
Insult0.25800487
Profanity0.04592061
Threat0.011249693
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.501 Identity Attack Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women and children, like CANDIAN RIGHTS for women and children. INDIA has the highest rapes rates and is the worst country in the world for HUMAN SACRIFICE of brutal rape victims , innocent women and children who are raped and then stoned to death over a thousand a year ...according to the UNITED NATIONS website: India is the worst country in 2024 A.D. for human sacrifices of innocent women rape victims, with well over 1400 reported human sacrifices by stoning. Our country needs to put women's rights into the immigrational policies regarding the standards of civilizations to immigrate from to replace our tax paying families Canadians at our childrens and grandchildren's future jobs, housing and educational seatings...at least replace our families future by immigrating from countries that still don't perform HUMAN SACRIFICES, there's hundreds of countries to immigrate from besides the ones involved in the yearly middle eastern genocide of innocent women and little girls who get murdered by the tens of thousands annually for reporting they have been raped , and then murdered by their closest male family members to to prove their obedience by committing the murders with ROCKS to appease their ancient gods wrath and hatred towards the woman for supposedly enticing the rape....stop condoning the genocide of these women and put our foot down to immigrating from countries like the ones that have the lowest women's and children rights on the planet. This is taking a savagely major step backwards in our advanced modern civilization of Canada, we do not stone innocent women and little girls or boys to death when they complain of being raped, we prosecute the sexual predator, then slap him on the wrist with probation of a hotel jail with room service and free heat and lights and hot showers and a new identity when released after a few months, so they can continue to rape and molest children for the rest of their lives, making hundreds of victims by the day they die...that's the cowardly Canadian way...this is why the country with the highest rape and child molestation rates globally and human sacrifices of these victims is moving here and our cowardly sellout government allows it, we are COWARDS that don't stand up for our women's rights, cowardly men that allow rapist to run around free raping our women and children until the day they die and filming their heinous crimes to sell on the internet, being Canadian is being a COWARD these days. CANADA had immigrational standards based on reflecting our societies ethical stances of common moralities with a stern respectable justice system that protected women's and childrens rights , in 1892 A.D. in NOVA SCOTA we executed men caught red-handed raping innocent women and children or put them in a profitable work prison until the day they DIED, we had a backbone and weren't spinless jelly fish.
Identity Attack0.4887047
Insult0.36193377
Profanity0.1110661
Threat0.24878941
Severe Toxicity0.031420294
Moderate 0.4269174 Constructive 0.534 Unverified_Claim
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.