Skip to content
Canadian Immigration Dashboard [ CID ]
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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "We as Canadian people, we …" 922 comments · Page 2 of 37
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Identity Attack0.5075293
Insult0.57566804
Profanity0.6370159
Threat0.019228047
Severe Toxicity0.23340854
Moderate 0.687436 Constructive 0.557 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Identity Attack0.3817989
Insult0.68668073
Profanity0.29209393
Threat0.008440462
Severe Toxicity0.023076924
Moderate 0.687436 Low Con 0.245 Insult Economic_Argument
Nov 20, 2025 274 likes Quebec Ends Economic Immigration Program …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of our homes, cars etc; we are sick of them!!!!!
Identity Attack0.5504064
Insult0.64537907
Profanity0.22572558
Threat0.06561559
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.438 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white …
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white Canadian didn’t massacred the natives and converted forcefully to christianity ✝️ 😂😂 By the way i am not Indian 🙃
Identity Attack0.6728028
Insult0.6109131
Profanity0.19524631
Threat0.050098058
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.41 Identity Attack Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING …
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING SCHOOL,BUT THESE SCHOOL DON'T GIVE BACK MONEY TO THE STUDENT,THEY ALSO DRIVE BAD TO SCAM AND STEAL MONEY FROM INSURANCE COMPAGNIES
Identity Attack0.60238177
Insult0.58196646
Profanity0.2659699
Threat0.042985857
Severe Toxicity0.2391185
Moderate 0.68408644 Moderate Con 0.401 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CANADIAN AND US THINKING THAT THIS IS THEIR LAND THEN WHAT SHOULD NATIVE AMERICANS SAYYY!!!!! THESE MFS HAVE KILLED A WHOLE GEN OF NATIVE PEOPLE , !!!!! STFU
CANADIAN AND US THINKING THAT THIS IS THEIR LAND THEN WHAT SHOULD NATIVE AMERICANS SAYYY!!!!! THESE MFS HAVE KILLED A WHOLE GEN OF NATIVE PEOPLE , !!!!! STFU
Identity Attack0.4508763
Insult0.5130944
Profanity0.40929472
Threat0.34804323
Severe Toxicity0.3494667
Moderate 0.681338 Low Con 0.18 Insult
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
They just want to use other countries because theirs is a shit hole. Which will in turn make the next one they inhabit the same, what don’t people get about that. The people is what …
They just want to use other countries because theirs is a shit hole. Which will in turn make the next one they inhabit the same, what don’t people get about that. The people is what makes a city. They just want what we can do for them and that’s it. Making another version of where they came from proves that. They have ZERO interest in actually being Canadian. Disgusting
Identity Attack0.46028158
Insult0.6308392
Profanity0.4989438
Threat0.012181788
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.413 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It is ok to want Canada to have Canadian culture. Canada is a free for all and if these peoples countries had people invade, not speak their language or care to involve them, 100% they …
It is ok to want Canada to have Canadian culture. Canada is a free for all and if these peoples countries had people invade, not speak their language or care to involve them, 100% they wouldn't like it. If you don't want to be Canadian, go back to where you came from. It's getting harder and harder allow this shit to continue.
Identity Attack0.37730414
Insult0.4986907
Profanity0.66456485
Threat0.012647836
Severe Toxicity0.14126498
Moderate 0.6667219 Constructive 0.533
Jan 27, 2026 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 …
So people jelous hummmm a minority group does well while you deek junkies smoke fentaly and want free houses make that make sense and where do Canadian tent dwellers take their pooos Yea in public …
So people jelous hummmm a minority group does well while you deek junkies smoke fentaly and want free houses make that make sense and where do Canadian tent dwellers take their pooos Yea in public don’t belive me go walk by the pis pity party full of junkies pointing fingers to people because they are racist and jealous are pathetic good lord
Identity Attack0.33352965
Insult0.7065844
Profanity0.26600444
Threat0.012906751
Severe Toxicity0.04397394
Moderate 0.6611249 Low Con 0.28 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is …
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is all the welfare that can digest. Here in the United States they get permanent residency and citizenship right away. Once they get refugee status they never have to work a day in their life in this country they will be funded in full by the American taxpayer. Then they will sponsor all the relatives. They're five sisters which are really their wives. This is what people are not understanding what's going on. Looking what's happening in Dearborn Michigan cured in 10 years the population has quadrupled. It does not even look like an American city anymore
Identity Attack0.24293575
Insult0.64537907
Profanity0.5013569
Threat0.018710058
Severe Toxicity0.19455661
Moderate 0.6588125 Constructive 0.569 Insult
May 22, 2019 1 likes How much do refugees and …
That naked balding grossly ignorant Polish🇵🇱 racist 7:50 minutes into the video, came as a refugee in the 80s, when the🇨🇦 welfare system was much better at helping poor people... The Indian🇮🇳 immigrants paid their …
That naked balding grossly ignorant Polish🇵🇱 racist 7:50 minutes into the video, came as a refugee in the 80s, when the🇨🇦 welfare system was much better at helping poor people... The Indian🇮🇳 immigrants paid their own way, and got ripped off paying extra high tuitions to receive substandard Canadian🇨🇦 educations. Now they are being forced to take substandard slave jobs, to pay for their student loans, thanks to Canadian🇨🇦 ripoff artists....🙁
Identity Attack0.55011386
Insult0.6370372
Profanity0.21673056
Threat0.011741633
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.426 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is disgusting Canada can’t even help their own people. Why are these sheeple getting 50000. A lot of Canadians don’t even make that! Very disgusting!
This is disgusting Canada can’t even help their own people. Why are these sheeple getting 50000. A lot of Canadians don’t even make that! Very disgusting!
Identity Attack0.50515604
Insult0.6407567
Profanity0.1589207
Threat0.009385503
Severe Toxicity0.02514347
Moderate 0.6491204 Moderate Con 0.303 Identity Attack Insult
Dec 7, 2018 How much do refugees and …
Canadian white people are racist to the core....They incoming in hoards ....3..2...1.
Canadian white people are racist to the core....They incoming in hoards ....3..2...1.
Identity Attack0.6778536
Insult0.5130944
Profanity0.14402086
Threat0.018710058
Severe Toxicity0.15706694
Moderate 0.6491204 Low Con 0.207 Identity Attack Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As a born Canadian…..I’ve seen a LOT of Canadian raised people disrespecting my country. The amount of trash left behind from born and bred hick Albertans is disgusting. But sure….blame immigrants for Canadian trashy behaviour …
As a born Canadian…..I’ve seen a LOT of Canadian raised people disrespecting my country. The amount of trash left behind from born and bred hick Albertans is disgusting. But sure….blame immigrants for Canadian trashy behaviour 🙄 Hate to break it every, but Canada IS a colony😂😂😂 Of course you’d bring up the Trucker Tantrums. You prejudicial, biased bigots joined forces with a two separatists and a racist 😂 So sick of your whinging.
Identity Attack0.54151535
Insult0.65129566
Profanity0.12903778
Threat0.00967031
Severe Toxicity0.045767322
Moderate 0.6491204 Moderate Con 0.38 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
As a indian dear canadian people please kick all the khalistanis
As a indian dear canadian people please kick all the khalistanis
Identity Attack0.6458014
Insult0.3388922
Profanity0.27882218
Threat0.6615786
Severe Toxicity0.34997055
Moderate 0.6491204 Moderate Con 0.332 Identity Attack Threat Call_To_Action
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
You could not find another more white racist guy in the Canadian town, who said Africans are retards , unbelievable people like this still living.
You could not find another more white racist guy in the Canadian town, who said Africans are retards , unbelievable people like this still living.
Identity Attack0.6220118
Insult0.6308392
Profanity0.27477357
Threat0.010369381
Severe Toxicity0.12809667
Moderate 0.64447093 Low Con 0.29 Identity Attack Insult Moral_Argument
Mar 2, 2026 Inside Canada's Indian Invasion...
Guy on the bike needs to get a ass whooping talking reckless for being like most Canadians undercover racist people at least Americans don't hide there racism
Guy on the bike needs to get a ass whooping talking reckless for being like most Canadians undercover racist people at least Americans don't hide there racism
Identity Attack0.40447855
Insult0.5588244
Profanity0.44366163
Threat0.061736204
Severe Toxicity0.16960317
Moderate 0.64447093 Low Con 0.25 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You're done Canada. Canadian loosing their own country to this people. 🤦‍♀️🤦‍♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of …
You're done Canada. Canadian loosing their own country to this people. 🤦‍♀️🤦‍♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of the invaders.
Identity Attack0.5135796
Insult0.62169385
Profanity0.47771472
Threat0.01750142
Severe Toxicity0.16960317
Moderate 0.64447093 Low Con 0.279 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Our government does not give a shit about the Canadians or their values and are allowing these people to destroy our culture or people in our country
Our government does not give a shit about the Canadians or their values and are allowing these people to destroy our culture or people in our country
Identity Attack0.38215697
Insult0.4810288
Profanity0.57488567
Threat0.0347677
Severe Toxicity0.13863131
Moderate 0.6426206 Low Con 0.283 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act …
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act entitled. You want Canadians to keep jobs in Canada, simply work harder stop crying like a little bitch about everything and be a good employee. Or get of your arse and start a business. You are not unemployed because you are being discriminated against, you are simply being outcompeted by people willing to work harder. The harsh truth of life.
Identity Attack0.46028158
Insult0.62169385
Profanity0.5188411
Threat0.021472665
Severe Toxicity0.20984669
Moderate 0.6426206 Moderate Con 0.339 Insult Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canadian are the most racist people on earth they just know how to hide it
Canadian are the most racist people on earth they just know how to hide it
Identity Attack0.6458014
Insult0.5130944
Profanity0.18417911
Threat0.012130005
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.186 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
To the good fellow Canadians. It's still in our hands. Do not hire an immigrant without citizenship. Just don't anymore. Don't hire a new Indian. You can vet their desire to assimilate to our Canadian …
To the good fellow Canadians. It's still in our hands. Do not hire an immigrant without citizenship. Just don't anymore. Don't hire a new Indian. You can vet their desire to assimilate to our Canadian culture by having them speak to a reliable older immigrant that you already know and trust. Do not hire someone through a reference otherwise. Keep supporting our own people. Do it quietly. These dirty bastards will leave
Identity Attack0.5135796
Insult0.6407567
Profanity0.42990944
Threat0.0347677
Severe Toxicity0.13336399
Moderate 0.63782936 Constructive 0.608 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by …
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by NOT STANDING UP For THEIR race. Being a Racist is only Self Preservation!
Identity Attack0.56711763
Insult0.6261769
Profanity0.0961592
Threat0.011793415
Severe Toxicity0.041283876
Moderate 0.63782936 Low Con 0.228 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I felt for them Canadians, especially seeing that 19th century church being converted into a Caste-Hindu temple, no bad opinion about sikhs.. they r friendly people tortured by Caste-Hindus back in the 80's in india …
I felt for them Canadians, especially seeing that 19th century church being converted into a Caste-Hindu temple, no bad opinion about sikhs.. they r friendly people tortured by Caste-Hindus back in the 80's in india which lead to their mass migration for safety and Canadians helped them. Sikhs must responsibly protect Canadian values and their own community from Caste-Hindu menace especially because they openly support Imbeciles like Trump and Modi.
Identity Attack0.50917345
Insult0.67735565
Profanity0.2666764
Threat0.01940071
Severe Toxicity0.02416241
Moderate 0.63782936 Constructive 0.735 Identity Attack Insult
Dec 20, 2025 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.