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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: "Should say “Why “" 1,368 comments · Page 5 of 55
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Identity Attack0.41975367
Insult0.50440645
Profanity0.6069483
Threat0.06593887
Severe Toxicity0.35112193
Moderate 0.6744087 Moderate Con 0.474 Insult Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I bet you probably no Canadian white.
Identity Attack0.58354634
Insult0.6675394
Profanity0.22622968
Threat0.012337137
Severe Toxicity0.05832097
Moderate 0.6744087 Low Con 0.206 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Identity Attack0.71678543
Insult0.48228607
Profanity0.27747265
Threat0.029069828
Severe Toxicity0.20984669
Moderate 0.6744087 Moderate Con 0.353 Identity Attack Unverified_Claim
Mar 3, 2026 Inside Canada's Indian Invasion...
As a Canadian I wanna say thank you. This shit has gone way too far. Import the third world become the third world
As a Canadian I wanna say thank you. This shit has gone way too far. Import the third world become the third world
Identity Attack0.3817989
Insult0.4339631
Profanity0.70864636
Threat0.011146127
Severe Toxicity0.08595808
Moderate 0.6667219 Moderate Con 0.415 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
Saying "Proud to be a Canadian" in Canada is easier, the same in India would feel much different... Such hypocrites...
Saying "Proud to be a Canadian" in Canada is easier, the same in India would feel much different... Such hypocrites...
Identity Attack0.36803186
Insult0.7065844
Profanity0.09992486
Threat0.008272167
Severe Toxicity0.022064678
Moderate 0.6611249 Moderate Con 0.363 Insult Identity_Assertion
Jan 17, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I live in Ontario, a few hours from Brampton. I say this so you understand when I say "Khalistanis GO HOME" I fucking mean it. Sihks, Hindu, whatever is fine - but leave your fucking …
I live in Ontario, a few hours from Brampton. I say this so you understand when I say "Khalistanis GO HOME" I fucking mean it. Sihks, Hindu, whatever is fine - but leave your fucking seperatist politics out of Canada. To be clear, you (one of the documentarians) was adorned with a pro Indian seperatist headwrap with a the Khalistani yellow and the symbol of swords. (12:00) You've just shown support for what is defined as a terrorist organization by many countries in the world, except Canada.
Identity Attack0.55044734
Insult0.5588244
Profanity0.6242122
Threat0.08089764
Severe Toxicity0.34993178
Moderate 0.6611249 Constructive 0.604 Identity Attack Insult Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Lena Diab proved herself to be a fool months ago and she’s still here. They say carney is stricter with people like this than Trudeau but I highly doubt that. Carney doesn’t give a shit …
Lena Diab proved herself to be a fool months ago and she’s still here. They say carney is stricter with people like this than Trudeau but I highly doubt that. Carney doesn’t give a shit about incompetence and I think Lena is here to stay.
Identity Attack0.024600167
Insult0.68668073
Profanity0.44890457
Threat0.009929225
Severe Toxicity0.02444411
Moderate 0.6588125 Moderate Con 0.367 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberals say immigrants will give us more money. If you shit in your soup, there will be more of it too.
Liberals say immigrants will give us more money. If you shit in your soup, there will be more of it too.
Identity Attack0.3819294
Insult0.45135358
Profanity0.65961236
Threat0.036149003
Severe Toxicity0.112294696
Moderate 0.6588125 Low Con 0.123 Humor_Satire
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
The West is fcked and there's nothing i can do nor say about it
The West is fcked and there's nothing i can do nor say about it
Identity Attack0.21470967
Insult0.40243408
Profanity0.70864636
Threat0.011741633
Severe Toxicity0.16960317
Moderate 0.6588125 Low Con 0.191 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Identity Attack0.43896464
Insult0.6798578
Profanity0.24818924
Threat0.010239923
Severe Toxicity0.02514347
Moderate 0.6588125 Low Con 0.209 Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Who even thinks of ‘Indians eat poop’ as a stereotype? That’s not a ‘joke’—that’s straight-up dehumanizing racism. Indians in Canada work, pay taxes, build businesses, and keep essential services running. Why is it so normal …
Who even thinks of ‘Indians eat poop’ as a stereotype? That’s not a ‘joke’—that’s straight-up dehumanizing racism. Indians in Canada work, pay taxes, build businesses, and keep essential services running. Why is it so normal to say disgusting things about us and call it content? I face this hate every fucking day you If you really dislike Indians that much, be honest about it. Put up a sign: ‘Indians not welcome.’ But you won’t—because you still want Indian customers, Indian workers, and Indian money. You can’t profit from a community while disrespecting it
Identity Attack0.57957685
Insult0.5678696
Profanity0.54024357
Threat0.055917133
Severe Toxicity0.34997055
Moderate 0.6588125 Constructive 0.568 Identity Attack Insult Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
"im from Punjab" as if punjab is a country make your mind up my paaji putarr. If your immigrated & got citizenship just say ure canadian, or else come back and shit on streets
"im from Punjab" as if punjab is a country make your mind up my paaji putarr. If your immigrated & got citizenship just say ure canadian, or else come back and shit on streets
Identity Attack0.4887047
Insult0.5130944
Profanity0.5865656
Threat0.09623027
Severe Toxicity0.18232453
Moderate 0.6426206 Low Con 0.274 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why are these white people so scared of becoming a minority in that city? Are minorities treated bad or something? Is that why they are scared? By the way, the 60-year-old man with the cap …
Why are these white people so scared of becoming a minority in that city? Are minorities treated bad or something? Is that why they are scared? By the way, the 60-year-old man with the cap on backwards saying they pay no taxes, do you pay taxes? It looks like you can't even take care of yourself and pay no taxes yourself. Hypocrite.
Identity Attack0.46028158
Insult0.66500133
Profanity0.17101645
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.6426206 Moderate Con 0.426 Insult
Nov 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who …
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who was an immigrant. They’re great drivers… 🫠🫠 Well enough to ruin my life.
Identity Attack0.46028158
Insult0.5678696
Profanity0.5013569
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.6426206 Constructive 0.512 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Every immigrant regardless of color they say immigrants are bad even though they are the same kind but from different timelines. Hippocrates.....
Every immigrant regardless of color they say immigrants are bad even though they are the same kind but from different timelines. Hippocrates.....
Identity Attack0.48915586
Insult0.65129566
Profanity0.10240069
Threat0.007754337
Severe Toxicity0.023076924
Moderate 0.6407703 Moderate Con 0.349 Insult Moral_Argument
Oct 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So what if lots of Indians are moving to Canada?!? Have you ever tried Indian Food? It's FUCKING AMAZING. I say MORE POWER TO THEM! Bring on the Indians to North America!!!!
So what if lots of Indians are moving to Canada?!? Have you ever tried Indian Food? It's FUCKING AMAZING. I say MORE POWER TO THEM! Bring on the Indians to North America!!!!
Identity Attack0.58743036
Insult0.45135358
Profanity0.5711371
Threat0.094697006
Severe Toxicity0.3247677
Moderate 0.6407703 Constructive 0.565 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the …
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the benefit of the country. Go to Markham or Richmond and it's 80%+ chinese. Vaughan is mostly Italians. So many areas of the country has had immigrant populations like Brampton does. Then you give an outright racist a platform of about 4 minutes in this video to say such BS that Indians eat poop, and Africans have sub 80 IQ. It's infuriating to see this content.....and from an American no less. You then highlight a survey about quality life and make an implication that it has anything to do with immigration. Guess what, you ask that quality of life to any city in North America and they will almost guarantee that quality of life has decreased since the pandemic mostly because of inflation and the economy...not because of some immigrants coming here to take low paying jobs that white don't want to do. It's the same BS that Americans do with blaming Mexicans and Somalians. Only dumb people actually buy into this xenophobic crap that media producers like you promote.
Identity Attack0.40351558
Insult0.6336687
Profanity0.34827787
Threat0.019573374
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.566 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We not gona give indian punjab to these khalistaniss. They choose canda as a shelter and say shitt about India from Canada. 90% immigrants in Canada area punjabi or sikhs. They DONNT even call themself …
We not gona give indian punjab to these khalistaniss. They choose canda as a shelter and say shitt about India from Canada. 90% immigrants in Canada area punjabi or sikhs. They DONNT even call themself indian.
Identity Attack0.6007182
Insult0.5423875
Profanity0.5318404
Threat0.02682521
Severe Toxicity0.19149859
Moderate 0.6407703 Moderate Con 0.302 Identity Attack Insult Identity_Assertion
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
kanada is a hyper woke shithole police state. It is run by smarmy foul liberals that will do and say anything to separate citizens from their money. Wonderful
kanada is a hyper woke shithole police state. It is run by smarmy foul liberals that will do and say anything to separate citizens from their money. Wonderful
Identity Attack0.3802808
Insult0.61794597
Profanity0.5188411
Threat0.011793415
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.206 Insult
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Saying words like slashing, makes you sound stupid and biased
Saying words like slashing, makes you sound stupid and biased
Identity Attack0.027011903
Insult0.6336687
Profanity0.4242778
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.63782936 Low Con 0.136 Insult
Jan 4, 2026 New rules, regulations take effect …
They commit fraud en masse on behalf of our communist government. I hate these people, they hide behind thier religion while bringing all thier mafia bullshit. They flagrantly break laws and make exceptions. Riding motorcycle …
They commit fraud en masse on behalf of our communist government. I hate these people, they hide behind thier religion while bringing all thier mafia bullshit. They flagrantly break laws and make exceptions. Riding motorcycle with a turban, blatantly saying my religion, my enclave is above your countries laws. They take religious charity and then behave like cartels.
Identity Attack0.49032792
Insult0.5678696
Profanity0.5150164
Threat0.04363242
Severe Toxicity0.16960317
Moderate 0.63782936 Moderate Con 0.325 Insult Unverified_Claim
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Least hes not afraid to say this shit tk the populus. Its America and yeah we're the land of the free but when Americans become the minority, then what happens. Its complete chaos.
Least hes not afraid to say this shit tk the populus. Its America and yeah we're the land of the free but when Americans become the minority, then what happens. Its complete chaos.
Identity Attack0.2772088
Insult0.4339631
Profanity0.6750904
Threat0.0130621
Severe Toxicity0.070156105
Moderate 0.6342749 Moderate Con 0.427 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So the white guy on the bike thinks Africans have low IQ 😂..for guys who debate on what a woman is ? ..Africa is a continent with many countries grouping all Africans just because of …
So the white guy on the bike thinks Africans have low IQ 😂..for guys who debate on what a woman is ? ..Africa is a continent with many countries grouping all Africans just because of some misbehaving says a lot about his IQ.. Jeffrey Epstein is a white guy ..should i say all white people are human traffickers and pedophiles ?
Identity Attack0.60238177
Insult0.5130944
Profanity0.33453682
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.6342749 Moderate Con 0.379 Identity Attack Insult Moral_Argument
Feb 21, 2026 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.