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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

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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: "😹 you are insane in …" 158 comments · Page 1 of 7
There are two reasons it’s like this now, Trump is insane, and Trump is insane.
There are two reasons it’s like this now, Trump is insane, and Trump is insane.
Identity Attack0.0009912467
Insult0.98805445
Profanity0.0024554913
Threat0.0009638494
Severe Toxicity0.00010343161
Toxic 0.99153167 Insult
Dec 11, 2025
Trump has gone insane 😂
Trump has gone insane 😂
Identity Attack0.000781273
Insult0.8551056
Profanity0.00068176084
Threat0.00044252395
Severe Toxicity0.000019311423
Toxic 0.9068097 Insult
Dec 8, 2025 1 likes
The guy on the bike was actually disgusting./. To say that Africans have low intelligence is INSANE!! And for you the creator of this content laughing like an asshole is equally annoying. Yt ppl need …
The guy on the bike was actually disgusting./. To say that Africans have low intelligence is INSANE!! And for you the creator of this content laughing like an asshole is equally annoying. Yt ppl need to understand they are not superior they are not smarter than anyone else. I have my own issues with Indians because many of them are racist towards blacks but they have the right to be whenever they want. Yt ppl are the problem!!!!! Unfollowing this dumb ass page.
Identity Attack0.57150364
Insult0.7497506
Profanity0.68353343
Threat0.08856395
Severe Toxicity0.45895407
Toxic 0.88599813 Moderate Con 0.483 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
as this video is up these punjis still swarm that smugglin shit was just absolutely insane
as this video is up these punjis still swarm that smugglin shit was just absolutely insane
Identity Attack0.18313584
Insult0.5130944
Profanity0.73341435
Threat0.03787563
Severe Toxicity0.35368225
Toxic 0.8629672 Low Con 0.206 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
I drive through Brampton for work every month... the drivers are insane. Just awful stupid.
I drive through Brampton for work every month... the drivers are insane. Just awful stupid.
Identity Attack0.04951127
Insult0.84251964
Profanity0.38483799
Threat0.00967031
Severe Toxicity0.023458159
Toxic 0.85173553 Moderate Con 0.437 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
come to beverly/danvers massachusetts, shit is overrun by hispanics its almost insane
come to beverly/danvers massachusetts, shit is overrun by hispanics its almost insane
Identity Attack0.6458014
Insult0.53014356
Profanity0.70864636
Threat0.031314444
Severe Toxicity0.3492342
Toxic 0.78711975 Low Con 0.256 Identity Attack Insult Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Identity Attack0.42615733
Insult0.7775208
Profanity0.26631543
Threat0.008505191
Severe Toxicity0.032316983
Toxic 0.7701451 Moderate Con 0.357 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Glad to know that I’m not insane. I live in the GTA Immigration is a fucking problem
Glad to know that I’m not insane. I live in the GTA Immigration is a fucking problem
Identity Attack0.46028158
Insult0.43450394
Profanity0.77181685
Threat0.011638066
Severe Toxicity0.19149859
Toxic 0.76523775 Moderate Con 0.5
Jun 19, 2025 How Canada broke its immigration …
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out …
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles. Also, my also Indian Mom recently told me about how she could never be left alone in India because there are a lot of "nasty people" over there. And I've heard those horror stories and seen various clips of that, it's insanity. Thank God I was born in the West.
Identity Attack0.57957685
Insult0.5130944
Profanity0.7107322
Threat0.046541955
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.766 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however …
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however is insanely racist can we stop hyping up? He literally said we’re ‘lucky’ it’s Indians and not Africans or Muslims. Be so deadass what the fuck?
Identity Attack0.57957685
Insult0.62169385
Profanity0.6983885
Threat0.13815513
Severe Toxicity0.34993178
Toxic 0.743089 Constructive 0.567 Identity Attack Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
All....... ALL of this Nutty CRAP is under THAT Liebral Party. Can you blame Alberta from wanting to separate from Canada/ and the raw insanity from Leftist Ottawa......? How long must we endure this foolishness...? …
All....... ALL of this Nutty CRAP is under THAT Liebral Party. Can you blame Alberta from wanting to separate from Canada/ and the raw insanity from Leftist Ottawa......? How long must we endure this foolishness...? And will Canada be Dumb Enough to vote Liebral again, in the future.....?
Identity Attack0.34974504
Insult0.72868866
Profanity0.36099523
Threat0.00967031
Severe Toxicity0.14916596
Toxic 0.7308154 Low Con 0.25 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how …
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how many and how fast it happened
Identity Attack0.060675595
Insult0.35849577
Profanity0.8117245
Threat0.013113883
Severe Toxicity0.232236
Toxic 0.71760553 Constructive 0.607 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
Identity Attack0.28034934
Insult0.6099415
Profanity0.46460027
Threat0.15434735
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.38 Insult Fear_Threat
Nov 21, 2025 1 likes Thousands of refugees allowed into …
That was insane, w da f bro. Tyler was lucky, get yo a s s back to safety brother. Damn that was some crazy sshh!!tt keep safe always brother!!!!!
That was insane, w da f bro. Tyler was lucky, get yo a s s back to safety brother. Damn that was some crazy sshh!!tt keep safe always brother!!!!!
Identity Attack0.043581683
Insult0.4710501
Profanity0.65961236
Threat0.017328756
Severe Toxicity0.2322566
Moderate 0.6827122 Constructive 0.505 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
Psst at least they ain’t the junkies I see begging for money at intersections and off the highways; Fkn wastes of life be using up taxpayer funds for shelters and mental health shit they don’t …
Psst at least they ain’t the junkies I see begging for money at intersections and off the highways; Fkn wastes of life be using up taxpayer funds for shelters and mental health shit they don’t even take serious and I bet most of them are born Canadians that’s the insane part
Identity Attack0.46028158
Insult0.5935568
Profanity0.59166485
Threat0.017846745
Severe Toxicity0.27908814
Moderate 0.681338 Moderate Con 0.394 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Now genernalising indians and saying we eat poo ( i don't understand ur obsession with linking it with us , u people lv it more then us ) and hide behind the curtains saying that …
Now genernalising indians and saying we eat poo ( i don't understand ur obsession with linking it with us , u people lv it more then us ) and hide behind the curtains saying that shiit is not racist is insane . Idk what else is not considered racist as this video is .
Identity Attack0.46028158
Insult0.48627716
Profanity0.6069483
Threat0.027861187
Severe Toxicity0.31905776
Moderate 0.6667219 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using …
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using your niceness and generosity against you. They are evil.
Identity Attack0.60238177
Insult0.57566804
Profanity0.5013569
Threat0.016810767
Severe Toxicity0.16960317
Moderate 0.6667219 Moderate Con 0.345 Identity Attack Insult
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 …
This is insanity lmfao. No way it's not done on purpose, every first world country has been invaded by low IQ parasits.
This is insanity lmfao. No way it's not done on purpose, every first world country has been invaded by low IQ parasits.
Identity Attack0.293411
Insult0.64537907
Profanity0.36902615
Threat0.012596053
Severe Toxicity0.052044146
Moderate 0.65996873 Low Con 0.218 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
my european white immigrant new Canadian friend have no problems with indian Canadians, but he had tremendous problems vs small q anon pr3d0cultist agressive fascist narcisisstic sadistic insane putinist trumpist trash q anon outta jail …
my european white immigrant new Canadian friend have no problems with indian Canadians, but he had tremendous problems vs small q anon pr3d0cultist agressive fascist narcisisstic sadistic insane putinist trumpist trash q anon outta jail group in scarborough.
Identity Attack0.55044734
Insult0.6675394
Profanity0.3194067
Threat0.012958534
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.47 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in the maritimes in Canada. And I am a Acadian, and they are 100% moving in small Acadian communities and they put up a f***** sikh temple... if you build it, they will …
I live in the maritimes in Canada. And I am a Acadian, and they are 100% moving in small Acadian communities and they put up a f***** sikh temple... if you build it, they will come. They are trying to push us out!! Extremely scary. And the car accidents are INSANE !!! They cannot fcken drive !!!
Identity Attack0.39773783
Insult0.5130944
Profanity0.6242122
Threat0.042662576
Severe Toxicity0.23125283
Moderate 0.6491204 Constructive 0.592 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Visited Toronto recently. It is insane, it’s basically India. Elbows up, dorks! You’re country is gone.
Visited Toronto recently. It is insane, it’s basically India. Elbows up, dorks! You’re country is gone.
Identity Attack0.58354634
Insult0.6308392
Profanity0.35094926
Threat0.035458352
Severe Toxicity0.16960317
Moderate 0.64447093 Low Con 0.277 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I could trust you until you said "I love Indian food" you are either a liar, insane, or both
I could trust you until you said "I love Indian food" you are either a liar, insane, or both
Identity Attack0.25647953
Insult0.6798578
Profanity0.29209393
Threat0.011715741
Severe Toxicity0.02430326
Moderate 0.64447093 Low Con 0.265 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
LIES LIES and DAMNED LIES. Govt trying to control public opinion, insane
LIES LIES and DAMNED LIES. Govt trying to control public opinion, insane
Identity Attack0.041003603
Insult0.5423875
Profanity0.47435758
Threat0.014048163
Severe Toxicity0.06101104
Moderate 0.6289369 Low Con 0.117 Insult
Dec 29, 2018 How much do refugees and …
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...

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.