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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: "It was so bad for …" 741 comments · Page 8 of 30
White people feels very bad when other countries invade, mfs
White people feels very bad when other countries invade, mfs
Identity Attack0.50515604
Insult0.27763805
Profanity0.33453682
Threat0.018019408
Severe Toxicity0.023645958
Moderate 0.45243698 Low Con 0.167 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
Identity Attack0.55044734
Insult0.2817503
Profanity0.10363861
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.542 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
But what can they do they arrest the bad guy he is just back on the street committing crimes again. Or a judge rules by feeling and the criminal gets a slap on the wrist.
But what can they do they arrest the bad guy he is just back on the street committing crimes again. Or a judge rules by feeling and the criminal gets a slap on the wrist.
Identity Attack0.018068384
Insult0.19734058
Profanity0.08225787
Threat0.54744303
Severe Toxicity0.023458159
Moderate 0.4475325 Moderate Con 0.344 Threat Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
9:00 yes walking naked in front of everyone (especially if you are being recorded) is bad🤣🤣
9:00 yes walking naked in front of everyone (especially if you are being recorded) is bad🤣🤣
Identity Attack0.04667538
Insult0.113185234
Profanity0.27274927
Threat0.05042134
Severe Toxicity0.023076924
Moderate 0.44573322 Low Con 0.264
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
@Tyleroliveira you got to see all of canada its all this bad winnipeg MB is also really bad no workers are white
@Tyleroliveira you got to see all of canada its all this bad winnipeg MB is also really bad no workers are white
Identity Attack0.5124616
Insult0.3388922
Profanity0.096805766
Threat0.010576514
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.341 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian Government is as Bad as UK😢
Canadian Government is as Bad as UK😢
Identity Attack0.46028158
Insult0.40975618
Profanity0.099305905
Threat0.009204263
Severe Toxicity0.022064678
Moderate 0.4421347 Low Con 0.206 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones …
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones that came here because they were scammed by thier own kind and promised a bunch of lies, n then getting scammed once again when they r here by thier kind. really shows u what kind of people they are.
Identity Attack0.5135796
Insult0.41530323
Profanity0.17706433
Threat0.023371955
Severe Toxicity0.023106033
Moderate 0.4421347 Constructive 0.528 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
Identity Attack0.45610145
Insult0.2735258
Profanity0.06946823
Threat0.4404512
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.386 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Showing Only 1 Guy..🖕doing this....for getting hype 5:54 not bad
Showing Only 1 Guy..🖕doing this....for getting hype 5:54 not bad
Identity Attack0.03894114
Insult0.24928534
Profanity0.29209393
Threat0.053330876
Severe Toxicity0.024725812
Moderate 0.4398409 Low Con 0.221 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Indians have invaded our whole country. Every Tim Hortons in Canada are full of them. Good or Bad ??? I dont know anymore
Indians have invaded our whole country. Every Tim Hortons in Canada are full of them. Good or Bad ??? I dont know anymore
Identity Attack0.5135796
Insult0.26957804
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.431 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The reason why we are fed up of these immigrants is because they bring their bad manners and bad behaviour with them in Canada
The reason why we are fed up of these immigrants is because they bring their bad manners and bad behaviour with them in Canada
Identity Attack0.48990932
Insult0.40243408
Profanity0.059948977
Threat0.010421164
Severe Toxicity0.02116089
Moderate 0.43965456 Moderate Con 0.323 Identity_Assertion
Sep 13, 2025 Why Canadians Are Turning Against …
You know its bad when the old asian woman is calling you out on your driving lmao
You know its bad when the old asian woman is calling you out on your driving lmao
Identity Attack0.46028158
Insult0.25800487
Profanity0.22693542
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.43720075 Low Con 0.286 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. …
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. I want hindu death squads delivering my mail and suspecting that a white american lives in my house which is true. I want to admire from afar massive temples as they erect them. I want to fear for the lives of my friends and family. I want the thrill of knowing I’m running out of time. I want this. I want Ontario in my back yard. I want india. I want it so bad I need it now. I need india and I need cows and curry. I can’t take it.
Identity Attack0.5135796
Insult0.33154017
Profanity0.257327
Threat0.34804323
Severe Toxicity0.11492836
Moderate 0.43720075 Moderate Con 0.431 Identity Attack Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Identity Attack0.4931391
Insult0.3388922
Profanity0.096482486
Threat0.010239923
Severe Toxicity0.01896597
Moderate 0.43720075 Moderate Con 0.471 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bad people doing bad things. scamming cheating, stealing, blackmailing. nothing to admire here.
Bad people doing bad things. scamming cheating, stealing, blackmailing. nothing to admire here.
Identity Attack0.16801116
Insult0.45135358
Profanity0.10023434
Threat0.018710058
Severe Toxicity0.01935331
Moderate 0.43475235 Low Con 0.19
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
How much Canadian tax payer money goes to them ??? Probably as bad as the somalis in the usa. All the ones around me own everything, McDs, Timmies,Subways,Burgerking,popeyes,kfc,corners stores and I know Im missing some. …
How much Canadian tax payer money goes to them ??? Probably as bad as the somalis in the usa. All the ones around me own everything, McDs, Timmies,Subways,Burgerking,popeyes,kfc,corners stores and I know Im missing some. They wont hire people that arent family They all drive BMWs and Mercedes. Outside of work they are rude AF.
Identity Attack0.38215697
Insult0.47273466
Profanity0.096805766
Threat0.009307829
Severe Toxicity0.017416617
Moderate 0.42985553 Constructive 0.51 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
The Sikhs are good people. Clean and do a lot of Charity. It’s the Hindus who for India such a bad name
The Sikhs are good people. Clean and do a lot of Charity. It’s the Hindus who for India such a bad name
Identity Attack0.50515443
Insult0.3388922
Profanity0.13873272
Threat0.016638106
Severe Toxicity0.023176458
Moderate 0.4269174 Constructive 0.536 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish …
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish immigrants were called "filthy, lazy, not true whites". When the Italians immigrated, they were called "filthy, lazy, gangsters, not true whites". Then the Chinese, Koreans, and Japanese came.....the cycle continues. The colour of the skin doesn't define the immigrant lifestyle, a country's history and culture is not based on race alone. We are ever evolving. The issue with the current immigration system is that we have too many immigrants to accommodate, not that any specific group is bad.
Identity Attack0.4774257
Insult0.4339631
Profanity0.11292298
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.679 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
The worst people in the world.. I feel bad for Canada. 🤢
The worst people in the world.. I feel bad for Canada. 🤢
Identity Attack0.32476485
Insult0.42367843
Profanity0.091633186
Threat0.013579931
Severe Toxicity0.017287504
Moderate 0.4269174 Moderate Con 0.358 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …
Look into Sam Cooper and Chinese casino money laundering. It’s as bad, if not worse, than Indians coming to Canada.
Look into Sam Cooper and Chinese casino money laundering. It’s as bad, if not worse, than Indians coming to Canada.
Identity Attack0.5075293
Insult0.3388922
Profanity0.048425674
Threat0.009463178
Severe Toxicity0.019224197
Moderate 0.4269174 Low Con 0.186 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Why Indians so bad at driving 😂?
Why Indians so bad at driving 😂?
Identity Attack0.48915586
Insult0.26957804
Profanity0.17380778
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.241 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’ve been going to USA a lot this year. No problems whatsoever. Super fast and easy. Too bad Trudeau destroyed the Canadian dollar with his debt tho. Exchange rate sucks.
I’ve been going to USA a lot this year. No problems whatsoever. Super fast and easy. Too bad Trudeau destroyed the Canadian dollar with his debt tho. Exchange rate sucks.
Identity Attack0.002273678
Insult0.117813475
Profanity0.1802649
Threat0.00042415396
Severe Toxicity0.000024961208
Moderate 0.4216625
Dec 8, 2025 37 likes
The main take-away is immigration wouldn't be ass bad if there was more opportunity in everyones native land. That is what is what we should aim for.
The main take-away is immigration wouldn't be ass bad if there was more opportunity in everyones native land. That is what is what we should aim for.
Identity Attack0.11976352
Insult0.2469859
Profanity0.43272525
Threat0.0101363575
Severe Toxicity0.02167734
Moderate 0.42129645 Constructive 0.575 Moral_Argument
Jan 27, 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.