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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

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

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Active: "This is what a white …" 1,674 comments · Page 45 of 67
You foreign accent was hilarious. You sounded like scared kid . By the way every white person is a model citizen.
You foreign accent was hilarious. You sounded like scared kid . By the way every white person is a model citizen.
Identity Attack0.3819294
Insult0.22303216
Profanity0.09098661
Threat0.010576514
Severe Toxicity0.015802706
Moderate 0.36456755 Low Con 0.276 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
What's happening to the white man is called CARMA
What's happening to the white man is called CARMA
Identity Attack0.38246045
Insult0.11797678
Profanity0.10054382
Threat0.023199292
Severe Toxicity0.01935331
Moderate 0.36456755 Low Con 0.267 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful …
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful to them so much food is wasted in big cities empty houses buildings grabbed up by real estate investors high rents blaming a town of Indian for whole Canada problems all cities in Canada have GREED PROBLEMS
Identity Attack0.3817989
Insult0.25007802
Profanity0.024267852
Threat0.008531082
Severe Toxicity0.011978149
Moderate 0.36456755 Constructive 0.568
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
7:32 this guy is such a “typical white guy” in Canada….
7:32 this guy is such a “typical white guy” in Canada….
Identity Attack0.43896464
Insult0.16831873
Profanity0.031140719
Threat0.0074824756
Severe Toxicity0.012962224
Moderate 0.36456755 Low Con 0.246 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy says about queing and the indian cashier serve the guy behind him because he's indian... that happens to me A LOT in Singapore... They serve their own skin color first.
The white guy says about queing and the indian cashier serve the guy behind him because he's indian... that happens to me A LOT in Singapore... They serve their own skin color first.
Identity Attack0.44690517
Insult0.16773392
Profanity0.09775851
Threat0.014911477
Severe Toxicity0.017739398
Moderate 0.36456755 Constructive 0.553
Jan 27, 2026 Inside Canada's Indian Invasion...
All myl doctors have either been from nigeria or india lol very few white doctor's here
All myl doctors have either been from nigeria or india lol very few white doctor's here
Identity Attack0.4453683
Insult0.16266862
Profanity0.14930901
Threat0.011223801
Severe Toxicity0.020127986
Moderate 0.36456755 Moderate Con 0.338 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I like to see how white people feel they have right to be there because there ancestors came there. They conviniently forget they are also immigrants 😂
I like to see how white people feel they have right to be there because there ancestors came there. They conviniently forget they are also immigrants 😂
Identity Attack0.43256098
Insult0.13607834
Profanity0.087430455
Threat0.0086087575
Severe Toxicity0.016319158
Moderate 0.3625127 Moderate Con 0.389 Identity_Assertion
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built …
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built the whole country in the first place. You let women in leading positions and look what is happening, no children and policies that import the 3rd world. When are you finally going to stand your ground and say no to your liberal women and take back control of the country?
Identity Attack0.41975367
Insult0.18728738
Profanity0.051181246
Threat0.010705971
Severe Toxicity0.014576134
Moderate 0.3625127 Moderate Con 0.332
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only …
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only means that I am standing up for MY RACE and MY RACE made this country and MY RACE developed this country and MY RACE made the values that once made this country great and now I am ashamed of what the politicians have done to my once great country. The reason the birth rate dropped to nothing is because people can't afford children anymore, the cost of living is way to high to afford children.
Identity Attack0.38176915
Insult0.24928534
Profanity0.0961592
Threat0.013528148
Severe Toxicity0.017029278
Moderate 0.3625127 Constructive 0.524 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Identity Attack0.44690517
Insult0.1662211
Profanity0.089693464
Threat0.009385503
Severe Toxicity0.015544481
Moderate 0.3625127 Low Con 0.189 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
not gonna lie they make my ice caps better than the white Timmies workers
not gonna lie they make my ice caps better than the white Timmies workers
Identity Attack0.39773783
Insult0.17734702
Profanity0.09992486
Threat0.012337137
Severe Toxicity0.016383713
Moderate 0.3625127 Low Con 0.286 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
I have 3 older children who on multiple occasions while looking for work as teenagers have been told to there face that "we don't hire white People" or "we only hire immigrants"
I have 3 older children who on multiple occasions while looking for work as teenagers have been told to there face that "we don't hire white People" or "we only hire immigrants"
Identity Attack0.4508763
Insult0.15556364
Profanity0.0961592
Threat0.010291707
Severe Toxicity0.015350811
Moderate 0.3625127 Constructive 0.609
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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...
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies to have their way. They don't deliberately sell among themselves, the newcomers gravitate to areas where there are people of their own ethnicities. Cultural enclaves existed for centuries. Commercial-broadway area in Vancouver is full of Italians and greeks, Richmond and Burnaby are asians mostly chinese, some pockets in Toronto downtown have heavy middle eastern and african presence. You are selectively targeting the Indians because of your inherent prejudice. Also Assimilation is a 2 way street. There are so many people who are trying to make friends with other cultures especially white but they say they don't show as much love and openness as we do. You can't say "they don't assimilate" when you yourself don't allow them near you.
Identity Attack0.2803029
Insult0.35333878
Profanity0.06145202
Threat0.051391184
Severe Toxicity0.01483436
Moderate 0.36095104 Constructive 0.67 Policy_Critique
Sep 19, 2025 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)
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...
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...
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...
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...
White people build many churches , always conversions in India . No body discuss ? Foreign mindset.
White people build many churches , always conversions in India . No body discuss ? Foreign mindset.
Identity Attack0.40713623
Insult0.16751462
Profanity0.055940874
Threat0.007521313
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.239 Identity_Assertion
Feb 21, 2026 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...
All immigrants are not muslims ,arabes are whites and natives are brown!!
All immigrants are not muslims ,arabes are whites and natives are brown!!
Identity Attack0.4508763
Insult0.1378885
Profanity0.08613731
Threat0.009100696
Severe Toxicity0.018320406
Moderate 0.36095104 Low Con 0.198 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
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 …

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.