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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: "To all whites : all …" 1,674 comments · Page 46 of 67
I agree with most of what he said except native Canadians are not white. Let’s remember that they were the first to invade. Native Canadians were almost murdered to extinction 😢
I agree with most of what he said except native Canadians are not white. Let’s remember that they were the first to invade. Native Canadians were almost murdered to extinction 😢
Identity Attack0.4453683
Insult0.16758773
Profanity0.04592061
Threat0.13815513
Severe Toxicity0.01896597
Moderate 0.36095104 Constructive 0.688 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
most of the commenters here deserve the Alex Pretti treatment from their fellow whites and next time Tyler comes to India, he is going back in pieces, mark it larper
most of the commenters here deserve the Alex Pretti treatment from their fellow whites and next time Tyler comes to India, he is going back in pieces, mark it larper
Identity Attack0.38176915
Insult0.18107465
Profanity0.10982819
Threat0.11309616
Severe Toxicity0.020257099
Moderate 0.36095104 Low Con 0.238 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The white guy needed an episode just for himself. 😭🤣
The white guy needed an episode just for himself. 😭🤣
Identity Attack0.38223284
Insult0.16124763
Profanity0.11354194
Threat0.025098583
Severe Toxicity0.016964722
Moderate 0.36095104 Low Con 0.203 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Identity Attack0.40447855
Insult0.16989174
Profanity0.09034003
Threat0.008634649
Severe Toxicity0.013607788
Moderate 0.36095104 Moderate Con 0.348 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
Identity Attack0.38318536
Insult0.16831873
Profanity0.03239325
Threat0.0100069
Severe Toxicity0.013866014
Moderate 0.36095104 Moderate Con 0.376 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Dear White People, This is a direct result of your own actions. Capitalist colonial imperialism led to this. Own it! Enjoy
Dear White People, This is a direct result of your own actions. Capitalist colonial imperialism led to this. Own it! Enjoy
Identity Attack0.38223284
Insult0.12702756
Profanity0.09260304
Threat0.019055385
Severe Toxicity0.016641939
Moderate 0.36095104 Low Con 0.215 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you …
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you call me white. we assimilated generations ago, brampton was thriving during the skyscraper era ... shame....
Identity Attack0.3958119
Insult0.19967617
Profanity0.030890211
Threat0.008582866
Severe Toxicity0.014447021
Moderate 0.36095104 Constructive 0.612 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy on the bike is only 1 with common sense
The white guy on the bike is only 1 with common sense
Identity Attack0.3817989
Insult0.19500497
Profanity0.07967158
Threat0.012337137
Severe Toxicity0.015802706
Moderate 0.36095104 Low Con 0.201
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Native Canada, and they spoke with white people 😂😂😂
Native Canada, and they spoke with white people 😂😂😂
Identity Attack0.41222036
Insult0.09416737
Profanity0.055940874
Threat0.008815889
Severe Toxicity0.014059683
Moderate 0.36095104 Low Con 0.245 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So when all the white people came from Europe to take over these lands that was ok but now when people want to relocate it’s a problem lol this world is so messed up
So when all the white people came from Europe to take over these lands that was ok but now when people want to relocate it’s a problem lol this world is so messed up
Identity Attack0.38215697
Insult0.15414265
Profanity0.10549548
Threat0.010084574
Severe Toxicity0.01735206
Moderate 0.36095104 Moderate Con 0.316 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons are the only answer.
Identity Attack0.44690517
Insult0.16861114
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.017868511
Moderate 0.36095104 Constructive 0.534 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why is that god white, if the general population of india is brown?
Why is that god white, if the general population of india is brown?
Identity Attack0.44690517
Insult0.110259406
Profanity0.10178173
Threat0.00933372
Severe Toxicity0.016319158
Moderate 0.36095104 Low Con 0.195 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Oil and water don't mix . If the white population decrease on the planet nothing will function on the planet properly .
Oil and water don't mix . If the white population decrease on the planet nothing will function on the planet properly .
Identity Attack0.39334553
Insult0.14512913
Profanity0.094542764
Threat0.049774777
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.077 Identity_Assertion
Jan 14, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same …
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same pattern repeating everywhere, which has something "better" to offer people compared to where they came from. OTOH, replace the Indians with white caucasians, and white caucasians with Inuits, isn't it just history repeating itself ?
Identity Attack0.44690517
Insult0.15627414
Profanity0.035148825
Threat0.0100069
Severe Toxicity0.016577384
Moderate 0.36095104 Constructive 0.608
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
temple Indian is very naive. very easy to have that position when your demographic makes up at least 15% of the global population. its not the same type of population, it wouldn't be okay in …
temple Indian is very naive. very easy to have that position when your demographic makes up at least 15% of the global population. its not the same type of population, it wouldn't be okay in our modern age anywhere else but to "white" people.
Identity Attack0.41222036
Insult0.22303216
Profanity0.08355101
Threat0.010291707
Severe Toxicity0.013543231
Moderate 0.36095104 Moderate Con 0.458 Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Identity Attack0.44690517
Insult0.13607834
Profanity0.059948977
Threat0.03649433
Severe Toxicity0.013349563
Moderate 0.36095104 Moderate Con 0.437 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
"Don't cry; some white individuals may be perceived as lazy and unskilled, while Indians are often seen as hard workers who prosper."
"Don't cry; some white individuals may be perceived as lazy and unskilled, while Indians are often seen as hard workers who prosper."
Identity Attack0.39207554
Insult0.3388922
Profanity0.15371579
Threat0.013165667
Severe Toxicity0.015415368
Moderate 0.36095104 Constructive 0.579
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As …
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As soon as there are more people from India in Government than white people , Canada will be a Third World Nation.
Identity Attack0.4453683
Insult0.16839184
Profanity0.028230323
Threat0.01052473
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.136 Fear_Threat
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough …
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough of you and your go8ng to get caught in the middle of it.
Identity Attack0.3817989
Insult0.24928534
Profanity0.20016506
Threat0.055917133
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.651
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed to IMMIGRANTS get those jobs now: Jamaican African South Americans Guyanese caribbeans etc… When Stephen Harpen was in seat: NO AND NIT ANYONE OR EVERYONE CAN TOUCH CANADIAN SOIL. I’m a disabled Canadian and cannot get a job over 5yrs now. Thanks to f’kn JUSTIN Trudeau ..Now Mark Carney
Identity Attack0.3817989
Insult0.26395
Profanity0.078378424
Threat0.013165667
Severe Toxicity0.020257099
Moderate 0.36095104 Constructive 0.552 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Unfortunately, they're now moving out of Bramladesh to other cities because they want to live where the white people are.
Unfortunately, they're now moving out of Bramladesh to other cities because they want to live where the white people are.
Identity Attack0.43256098
Insult0.1342682
Profanity0.09899642
Threat0.011560392
Severe Toxicity0.014898917
Moderate 0.36043653 Moderate Con 0.333
Oct 5, 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.