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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 #}

Comment Explorer

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Active: "I am the only white …" 1,674 comments · Page 38 of 67
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
White people complaining after taking land forcefully from the natives 😅
White people complaining after taking land forcefully from the natives 😅
Identity Attack0.46028158
Insult0.16802633
Profanity0.10920923
Threat0.025616571
Severe Toxicity0.019998873
Moderate 0.39441586 Low Con 0.18
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
we need to break out of this narrative that Trudeau brought them here. He might be the lead clown in the circus but this immigration flood has been going on for 50 years, the only …
we need to break out of this narrative that Trudeau brought them here. He might be the lead clown in the circus but this immigration flood has been going on for 50 years, the only thing is that it is turned up to 11 in the last 5 years and the results are inescapable now. White flight is impossible now.
Identity Attack0.28034934
Insult0.42367843
Profanity0.044668075
Threat0.008246276
Severe Toxicity0.008659363
Moderate 0.39441586 Moderate Con 0.375
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
You should go to Amazon warehouse. There is no white people working there. 110% Indian 😂
You should go to Amazon warehouse. There is no white people working there. 110% Indian 😂
Identity Attack0.46028158
Insult0.16897665
Profanity0.12158839
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.25 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
funny how white immgrants stand on a moral high ground
funny how white immgrants stand on a moral high ground
Identity Attack0.46028158
Insult0.1711343
Profanity0.10363861
Threat0.008764107
Severe Toxicity0.017739398
Moderate 0.39441586 Low Con 0.198 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
Identity Attack0.4830652
Insult0.1711343
Profanity0.0569429
Threat0.0076766624
Severe Toxicity0.014447021
Moderate 0.39441586 Low Con 0.276
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If I were to say I want to live around white people that would be considered racist. And yet here’s Brampton where Indians come to Canada to make an Indian community.
If I were to say I want to live around white people that would be considered racist. And yet here’s Brampton where Indians come to Canada to make an Indian community.
Identity Attack0.46050715
Insult0.24424846
Profanity0.07047026
Threat0.009126588
Severe Toxicity0.016060932
Moderate 0.39441586 Moderate Con 0.426
Nov 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember the white say human rights😂😂😂😂😂. Till your house all full😂😂😂😂
Remember the white say human rights😂😂😂😂😂. Till your house all full😂😂😂😂
Identity Attack0.4139151
Insult0.15236975
Profanity0.10363861
Threat0.042662576
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.205
Aug 26, 2025 Why Canadians Are Turning Against …
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.16751462
Profanity0.14930901
Threat0.055270568
Severe Toxicity0.023364257
Moderate 0.39231625 Low Con 0.122 Identity_Assertion
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.16751462
Profanity0.14930901
Threat0.055270568
Severe Toxicity0.023364257
Moderate 0.39231625 Low Con 0.122 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
the way white people are hurt now, it was the same way red indians were hurt when white people occupied and colonised their free country
the way white people are hurt now, it was the same way red indians were hurt when white people occupied and colonised their free country
Identity Attack0.46028158
Insult0.16773392
Profanity0.15724123
Threat0.07323132
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.467 Moral_Argument
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
what a nightmare i cant imagine living amongst that. White countries need to stay White
what a nightmare i cant imagine living amongst that. White countries need to stay White
Identity Attack0.46028158
Insult0.1640896
Profanity0.124631
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.297 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The fear of white genetic survival makes me chuckle.
The fear of white genetic survival makes me chuckle.
Identity Attack0.4508763
Insult0.15343215
Profanity0.14490221
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.208 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
as a canadian, i couldn't get a job for almost a year while most jobs are taken by indians. go to any walmart, tim hortons or a&w, there is not a single white person working.
as a canadian, i couldn't get a job for almost a year while most jobs are taken by indians. go to any walmart, tim hortons or a&w, there is not a single white person working.
Identity Attack0.4907465
Insult0.16846494
Profanity0.051932767
Threat0.010162249
Severe Toxicity0.01825585
Moderate 0.39231625 Moderate Con 0.493 Personal_Narrative
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with people crammed into them. Iv now moved my family (wife and 4 kids) repeatedly to escape immigration. We not live in Peterborough Ont which is about 80% white. Town reminds me of the place i grew up in, but I'm sure we will have to continue further north at some point.
Identity Attack0.3817989
Insult0.39297962
Profanity0.08775374
Threat0.007573096
Severe Toxicity0.015350811
Moderate 0.39231625 Constructive 0.759
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
And immigrant that say white people are land steeler why your here ?
And immigrant that say white people are land steeler why your here ?
Identity Attack0.46028158
Insult0.24835461
Profanity0.07643871
Threat0.009437286
Severe Toxicity0.016641939
Moderate 0.39231625 Low Con 0.259
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Honestly I believe this is the universes way of giving white people there karma simple.
Honestly I believe this is the universes way of giving white people there karma simple.
Identity Attack0.4482637
Insult0.16780703
Profanity0.1554785
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.223 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
So white people from Europe are complaining about emigrants lol
So white people from Europe are complaining about emigrants lol
Identity Attack0.45610145
Insult0.16802633
Profanity0.12639372
Threat0.009411395
Severe Toxicity0.01735206
Moderate 0.39021665 Low Con 0.256 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the …
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the countries they are moving into. It's too high rate of immigration that's threatening the fabric the west. All they have is racist and white and colonial guilt to insinuate their way in. Objectively saying, the west is collapsing rapidly than we can realize and react. Having too many guests threatens your safety and the wellbeing of your children. Having immigrants is good, but it has to be well regulated, monitored ensuring assimilation and culture compliant. To those navie westerners, too foolishly craving immigrants, why don't you try to move to their countries? Your moral virtues should serve you first.
Identity Attack0.40883094
Insult0.34237885
Profanity0.09583591
Threat0.06205949
Severe Toxicity0.021806452
Moderate 0.39021665 Moderate Con 0.489 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
😂 cry me a river, white boy.
😂 cry me a river, white boy.
Identity Attack0.40255263
Insult0.24928534
Profanity0.12220735
Threat0.03856628
Severe Toxicity0.02167734
Moderate 0.39021665 Low Con 0.181
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.1662211
Profanity0.14754629
Threat0.05397744
Severe Toxicity0.023317307
Moderate 0.39021665 Low Con 0.12 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.1662211
Profanity0.14754629
Threat0.05397744
Severe Toxicity0.023317307
Moderate 0.39021665 Low Con 0.12 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Identity Attack0.45610145
Insult0.24928534
Profanity0.089370176
Threat0.014738814
Severe Toxicity0.01935331
Moderate 0.39021665 Moderate Con 0.48
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Identity Attack0.4482637
Insult0.24835461
Profanity0.022559889
Threat0.010032792
Severe Toxicity0.016125489
Moderate 0.39021665 Moderate Con 0.366 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …

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.