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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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30,738 comments · Page 212 of 1230
Tabbouleh!, really, that’s your answer Minister? You are a bigger a-hole than I thought before you opened your cake hole❗️
Tabbouleh!, really, that’s your answer Minister? You are a bigger a-hole than I thought before you opened your cake hole❗️
Identity Attack0.031722516
Insult0.5130944
Profanity0.33317488
Threat0.017156094
Severe Toxicity0.04666401
Moderate 0.47323486 Low Con 0.186 Insult Meta_Commentary
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Identity Attack0.3908055
Insult0.48484445
Profanity0.26735115
Threat0.0116639575
Severe Toxicity0.023152983
Moderate 0.47323486 Low Con 0.141 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
5:16 What you said about Africa is a lie, rape is not a culture in any African country.
5:16 What you said about Africa is a lie, rape is not a culture in any African country.
Identity Attack0.44690517
Insult0.25404143
Profanity0.2661081
Threat0.13815513
Severe Toxicity0.034110364
Moderate 0.47323486 Low Con 0.234 Moral_Argument
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Touism going to bomb lowe lol
Touism going to bomb lowe lol
Identity Attack0.0056645693
Insult0.0035298043
Profanity0.00056530803
Threat0.46818352
Severe Toxicity0.00013382558
Moderate 0.47309914
Dec 8, 2025
i love all the disgusting racist comments, when white people migrate its okay but when colored people do it its a problem ? indians are good people
i love all the disgusting racist comments, when white people migrate its okay but when colored people do it its a problem ? indians are good people
Identity Attack0.5135796
Insult0.36798462
Profanity0.26593533
Threat0.014911477
Severe Toxicity0.02378681
Moderate 0.47173777 Moderate Con 0.31 Identity Attack Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
_The only one to blame for this MAYHEM is Trudeau. Montreal has become a Slum dogs_
_The only one to blame for this MAYHEM is Trudeau. Montreal has become a Slum dogs_
Identity Attack0.26155844
Insult0.5208188
Profanity0.12903778
Threat0.0076119336
Severe Toxicity0.018320406
Moderate 0.47173777 Low Con 0.175 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This invasion has ruined the country, housing is inflated, daycares are inflated and back logged, Healthcare is backlogged, crime has gone up by 2-3x in ten years, insurance has gone up 10x in brampton. They …
This invasion has ruined the country, housing is inflated, daycares are inflated and back logged, Healthcare is backlogged, crime has gone up by 2-3x in ten years, insurance has gone up 10x in brampton. They also dont respect our culture and are extremely unintelligent
Identity Attack0.38238457
Insult0.48627716
Profanity0.07255927
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.47173777 Constructive 0.509 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canadas corrosive cancer, immigration. These politicians enrich themselves with mass immigration
Canadas corrosive cancer, immigration. These politicians enrich themselves with mass immigration
Identity Attack0.4508763
Insult0.4555076
Profanity0.078378424
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.47173777 Low Con 0.149 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
My problem is not why Indians are here. My problem is why there are so many unskilled Indians here who contribute nothing to economy. Immigration is only a problem when you import the most useless …
My problem is not why Indians are here. My problem is why there are so many unskilled Indians here who contribute nothing to economy. Immigration is only a problem when you import the most useless part of the country, otherwise immigration can help country grow.
Identity Attack0.5135796
Insult0.4534306
Profanity0.13256322
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.475 Identity Attack Economic_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Canada believed Leftist Liars, until it was too late... eh? Hosers?😮
Canada believed Leftist Liars, until it was too late... eh? Hosers?😮
Identity Attack0.25817248
Insult0.5130944
Profanity0.06295506
Threat0.007314181
Severe Toxicity0.014447021
Moderate 0.47173777 Low Con 0.127 Insult Policy_Critique
Jun 20, 2025 1 likes How Canada broke its immigration …
Lmfao “I’m as racist as the next guy”
Lmfao “I’m as racist as the next guy”
Identity Attack0.38200524
Insult0.31740165
Profanity0.26586622
Threat0.032695748
Severe Toxicity0.023974609
Moderate 0.47173777 Low Con 0.268 Humor_Satire
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
Я белый человек и я хочу пожить в цивилизованном обществе. У нас своих дураков хватает. Но черные и цветные люди просто ужасны. Они все дураки. Черный = афроамериканец❌ Черный = бандит✔️ Мусульманин = человек бога❌ …
Я белый человек и я хочу пожить в цивилизованном обществе. У нас своих дураков хватает. Но черные и цветные люди просто ужасны. Они все дураки. Черный = афроамериканец❌ Черный = бандит✔️ Мусульманин = человек бога❌ Мусульманин = террорист✔️ Ну вы поняли. Мои родители из СССР. И мы мечтали полететь в космос, освоить орбиту, стать великими врачами и учёными. Нам привезли чёрных/цветных. Наша жизнь превратилась в выживание. Зачем нам это? У нас есть отличное оружие и пулемёты. Почему бы нам не вернуться к светлому будущему? Хотели в космос, попали на поле боя с народами, замедляющими развитие
Identity Attack0.5274064
Insult0.45758462
Profanity0.24727546
Threat0.017156094
Severe Toxicity0.45401973
Moderate 0.47173777 Moderate Con 0.386 Identity Attack Fear_Threat
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Today is punch an immigrant day. Time for redneck law.
Today is punch an immigrant day. Time for redneck law.
Identity Attack0.5051609
Insult0.26196828
Profanity0.14049543
Threat0.52547425
Severe Toxicity0.16233426
Moderate 0.47173777 Low Con 0.173 Identity Attack Threat Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
09:01 they walked naked while I am in full on clothes on the road. 😂
09:01 they walked naked while I am in full on clothes on the road. 😂
Identity Attack0.048737846
Insult0.082619295
Profanity0.33376193
Threat0.06626215
Severe Toxicity0.02420936
Moderate 0.47173777 Moderate Con 0.395
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
i live in canada, it actually sucks that there is so many of them. only thing i like is there food
i live in canada, it actually sucks that there is so many of them. only thing i like is there food
Identity Attack0.29035977
Insult0.3388922
Profanity0.4401715
Threat0.0071717775
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.4 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Top five cities in India has all the facilities any major metro can offer … I don’t know why wud anyone go abroad… to do dumb jobs when u can do so much here
Top five cities in India has all the facilities any major metro can offer … I don’t know why wud anyone go abroad… to do dumb jobs when u can do so much here
Identity Attack0.10757765
Insult0.5130944
Profanity0.22429734
Threat0.006977591
Severe Toxicity0.013995127
Moderate 0.47173777 Moderate Con 0.471 Insult
Dec 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is a disaster, completely corrupt, no laws are enforced
Canada is a disaster, completely corrupt, no laws are enforced
Identity Attack0.40255263
Insult0.49389273
Profanity0.09551262
Threat0.009437286
Severe Toxicity0.022064678
Moderate 0.47173777 Low Con 0.163
Oct 3, 2025 1 likes IRCC Names India in Study …
The whole world needs to shut down the Indian migration
The whole world needs to shut down the Indian migration
Identity Attack0.55044734
Insult0.17734702
Profanity0.16078159
Threat0.13815513
Severe Toxicity0.037697118
Moderate 0.47173777 Low Con 0.165 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Lowlife people from a lowlife country. Send them home and let them know they aren’t welcome.
Lowlife people from a lowlife country. Send them home and let them know they aren’t welcome.
Identity Attack0.50917345
Insult0.41530323
Profanity0.08419759
Threat0.056240413
Severe Toxicity0.024772761
Moderate 0.47173777 Low Con 0.119 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Businesses and other public spots in my city had to put up "No Squatting" signs in the bathrooms, because more and more toilet seats kept get covered in dirt/shoe tracks and people started realizing why. …
Businesses and other public spots in my city had to put up "No Squatting" signs in the bathrooms, because more and more toilet seats kept get covered in dirt/shoe tracks and people started realizing why. They would go into public bathrooms, stand on top of the toilet seats and shit in a squatting position.
Identity Attack0.018168874
Insult0.26196828
Profanity0.541926
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.459 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
why tf would you wanna go to america if your already in canada. insanity
why tf would you wanna go to america if your already in canada. insanity
Identity Attack0.2854555
Insult0.37506318
Profanity0.4193644
Threat0.0101363575
Severe Toxicity0.02420936
Moderate 0.47173777 Low Con 0.21 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
It's so sad that the franchises employ immigrants, and then you hear on the news that the Canadian youths can't find a job. It takes one brain cell to understand this. Horrible.
It's so sad that the franchises employ immigrants, and then you hear on the news that the Canadian youths can't find a job. It takes one brain cell to understand this. Horrible.
Identity Attack0.41052565
Insult0.48484445
Profanity0.07320584
Threat0.010110466
Severe Toxicity0.021031776
Moderate 0.47173777 Moderate Con 0.398
Sep 9, 2025 5 likes Why Canadians Are Turning Against …
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems …
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems are, I can't post it because they will delete my comment because they are a protected class.
Identity Attack0.46028158
Insult0.37846634
Profanity0.44431314
Threat0.014911477
Severe Toxicity0.051147457
Moderate 0.47173777 Constructive 0.632 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadas Flag Canadian Clowns 🤡 Circus 🎪
Canadas Flag Canadian Clowns 🤡 Circus 🎪
Identity Attack0.36702603
Insult0.5130944
Profanity0.114160895
Threat0.007624879
Severe Toxicity0.023076924
Moderate 0.47173777 Low Con 0.173 Insult Meta_Commentary
Jan 29, 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.