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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: "Its not the people who …" 4,268 comments · Page 11 of 171
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he …
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he was a leader. He was just a brain dead puppet. Stupid people will do anything to be more popular, even though everyone laughs at them when they leave the room. Carney is sinister and has more brains, but just look at his family to see where his mind is at.
Identity Attack0.20088354
Insult0.755201
Profanity0.26463717
Threat0.0113014765
Severe Toxicity0.023645958
Toxic 0.7105462 Low Con 0.3 Insult Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a …
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a western country , north america , that should only have native americans , arctic natives and white people in it!!!!! But yeah, you know only one s*** from an Indian person.On a public boss isn't a big deal that the numbers of public s**** have gone down!!!!! 🙄😮‍💨🤢!!!! Fuk those people. But raping, people. And being dumb AF . Is completely of.!¡! 😌
Identity Attack0.5135796
Insult0.5678696
Profanity0.6001929
Threat0.5140729
Severe Toxicity0.51028454
Toxic 0.7105462 Moderate Con 0.332 Identity Attack Insult Threat Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Any new immigrant or legal should be deported if they do anything using a beach for a washroom as soon as I wipe their ass make them clean it up and get him the hell …
Any new immigrant or legal should be deported if they do anything using a beach for a washroom as soon as I wipe their ass make them clean it up and get him the hell out of the country the fish poaching killing wild animals for food cuz they can't afford to eat it buy it we don't need people in this country that are of no use and can't even speak the language that should be the first thing
Identity Attack0.55044734
Insult0.5678696
Profanity0.5365423
Threat0.44185185
Severe Toxicity0.3536391
Toxic 0.7105462 Moderate Con 0.343 Identity Attack Insult Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Indians are one of the most hypocritic and overconfident people i have ever seen
Indians are one of the most hypocritic and overconfident people i have ever seen
Identity Attack0.6458014
Insult0.6308392
Profanity0.30690086
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.6989911 Low Con 0.28 Identity Attack Insult Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Most people are angry at the Liberals (rightfully so) BUT personally im far more angrier at the Liberal voters. Ya just cant beat stupid,They out number us !!!
Most people are angry at the Liberals (rightfully so) BUT personally im far more angrier at the Liberal voters. Ya just cant beat stupid,They out number us !!!
Identity Attack0.19298288
Insult0.71120167
Profanity0.33453682
Threat0.026479885
Severe Toxicity0.023076924
Moderate 0.6989911 Moderate Con 0.418 Insult
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
Bro thinks africans have lower IQ than people with downsymdrome.... Bros just racist lmao
Bro thinks africans have lower IQ than people with downsymdrome.... Bros just racist lmao
Identity Attack0.6649212
Insult0.5497792
Profanity0.33453682
Threat0.02181799
Severe Toxicity0.2391185
Moderate 0.6989911 Low Con 0.235 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Indian, I am telling you they are fucking terrorist group. Its just one state people. There are upper class in many states and highly educated but they don't move. In Rajasthan many people …
As a Indian, I am telling you they are fucking terrorist group. Its just one state people. There are upper class in many states and highly educated but they don't move. In Rajasthan many people are unofficial millionaire. Never underestimate india.
Identity Attack0.47178617
Insult0.5130944
Profanity0.70864636
Threat0.050098058
Severe Toxicity0.29050803
Moderate 0.6989911 Constructive 0.626 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad people in east loser criminal so many criminals in liberals government so sad loser people
Sad people in east loser criminal so many criminals in liberals government so sad loser people
Identity Attack0.2949366
Insult0.71120167
Profanity0.22213541
Threat0.009955117
Severe Toxicity0.027833538
Moderate 0.6989911 Low Con 0.094 Insult
Sep 28, 2025 IRCC Names India in Study …
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Identity Attack0.23391083
Insult0.6991143
Profanity0.22522148
Threat0.020954676
Severe Toxicity0.023974609
Moderate 0.6989911 Moderate Con 0.305 Insult Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
What if the Punjabi people decided to live only in a few places? like Chestermere (in Alberta)?—simply because of the fact there is a Gurudwara? Imagine building a Gurdwara in Stetler, Alberta—the brow raises, the …
What if the Punjabi people decided to live only in a few places? like Chestermere (in Alberta)?—simply because of the fact there is a Gurudwara? Imagine building a Gurdwara in Stetler, Alberta—the brow raises, the stares etc. You should interview successful white people, no the homeless ones, ofcourse they are going to blame the visbily succesful ones—but then just like he said he does not give a shit, the punjabis to does not give a shit,
Identity Attack0.55044734
Insult0.54471385
Profanity0.6919765
Threat0.016120117
Severe Toxicity0.18538254
Moderate 0.6989911 Moderate Con 0.487 Identity Attack Insult Identity_Assertion
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Better than black people by far they need to get rid of that stupid hay sometimes it’s hot when it’s not so big Should of covered up up white mamas face we needa here the …
Better than black people by far they need to get rid of that stupid hay sometimes it’s hot when it’s not so big Should of covered up up white mamas face we needa here the truth Black people always staring forcing there presence on people think it’s funny to harass people can never mind there business or respect peoples preferences or beliefs. They all need to be sent back to Africa ect. Let’s do a American poll and world and go on that for ice to get them
Identity Attack0.6649212
Insult0.57787937
Profanity0.43669638
Threat0.36820486
Severe Toxicity0.35368225
Moderate 0.6989911 Moderate Con 0.429 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
White people are gonna have to fight to keep these retards out!
White people are gonna have to fight to keep these retards out!
Identity Attack0.6458014
Insult0.6336687
Profanity0.46460027
Threat0.13768311
Severe Toxicity0.20678867
Moderate 0.6989911 Low Con 0.205 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Indian, most of the people in the comment section blame trudeau, Jagmeet, ndp and liberals for this. But i think the dumb Canadians are fully responsible for all of these. From 2015 to …
As a Indian, most of the people in the comment section blame trudeau, Jagmeet, ndp and liberals for this. But i think the dumb Canadians are fully responsible for all of these. From 2015 to reelecting the same shit government that created all this chaos.
Identity Attack0.55044734
Insult0.6677319
Profanity0.541926
Threat0.011146127
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.49 Identity Attack Insult
Jun 24, 2025 1 likes How Canada broke its immigration …
4:10 bro all indian dont eat poop pls stop spreading that, and if you think I'm lying and prove it, go to India and show other people, except those people from that village eating poop
4:10 bro all indian dont eat poop pls stop spreading that, and if you think I'm lying and prove it, go to India and show other people, except those people from that village eating poop
Identity Attack0.46028158
Insult0.4339631
Profanity0.44431314
Threat0.06238277
Severe Toxicity0.34989303
Moderate 0.6989911 Moderate Con 0.376 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Identity Attack0.5075293
Insult0.57566804
Profanity0.6370159
Threat0.019228047
Severe Toxicity0.23340854
Moderate 0.687436 Constructive 0.557 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Who's gonna tell these white w h o r e s that it's not u but it's the dollar hagemony u guys are just dumb people just check a 1000 year history it was always …
Who's gonna tell these white w h o r e s that it's not u but it's the dollar hagemony u guys are just dumb people just check a 1000 year history it was always india and China that ruled economic might
Identity Attack0.5707127
Insult0.6675394
Profanity0.5013569
Threat0.061089642
Severe Toxicity0.34969926
Moderate 0.687436 Low Con 0.158 Identity Attack Insult Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
My sister in law had to deal with 6 years of pure bullshit to be allowed to live here and make a life, she's vietnamese, her whole family are wonderful hardworking people Yet THIS kind …
My sister in law had to deal with 6 years of pure bullshit to be allowed to live here and make a life, she's vietnamese, her whole family are wonderful hardworking people Yet THIS kind of crap is allowed in because...what?
Identity Attack0.23694818
Insult0.48627716
Profanity0.70864636
Threat0.010472948
Severe Toxicity0.16960317
Moderate 0.687436 Constructive 0.637 Personal_Narrative
Oct 3, 2025 1 likes IRCC Names India in Study …
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Identity Attack0.3817989
Insult0.68668073
Profanity0.29209393
Threat0.008440462
Severe Toxicity0.023076924
Moderate 0.687436 Low Con 0.245 Insult Economic_Argument
Nov 20, 2025 274 likes Quebec Ends Economic Immigration Program …
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? …
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? White people took over large swathes of land everywhere and killed the natives. Forget being America's 51st state, you're already India's 29th.
Identity Attack0.55044734
Insult0.6677319
Profanity0.36230123
Threat0.14960353
Severe Toxicity0.16960317
Moderate 0.687436 Moderate Con 0.36 Identity Attack Insult Moral_Argument
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Useless channel, laughing when the guy says he hates African people......shame!
Useless channel, laughing when the guy says he hates African people......shame!
Identity Attack0.55011386
Insult0.5423875
Profanity0.25824076
Threat0.018192071
Severe Toxicity0.14916596
Moderate 0.687436 Low Con 0.18 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a indian not the whole indian only mfs panjabi go to Canada in india punjab is famous for this kind of stereotypes. lot of people only choose to go in Canada If you ask …
As a indian not the whole indian only mfs panjabi go to Canada in india punjab is famous for this kind of stereotypes. lot of people only choose to go in Canada If you ask a punjabi where are you from he doesn't said india they say punjab who the fuck knows punjab .hate that lassies 😅
Identity Attack0.5274064
Insult0.5678696
Profanity0.6001929
Threat0.058826666
Severe Toxicity0.3525603
Moderate 0.687436 Constructive 0.532 Identity Attack Insult Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
White people y'all gotta start having sex with each other again, otherwise every single one of your countries are going to borrow people from India to keep your local economies moving. WHITE PEOPLE STOP HATING, …
White people y'all gotta start having sex with each other again, otherwise every single one of your countries are going to borrow people from India to keep your local economies moving. WHITE PEOPLE STOP HATING, AND START LOVING AGAIN!!! Or else all y'all's countries gonna look like India
Identity Attack0.57957685
Insult0.44802538
Profanity0.4170448
Threat0.2836219
Severe Toxicity0.35368225
Moderate 0.687436 Moderate Con 0.305 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Why do we allow people who eat poop and rape to live
Why do we allow people who eat poop and rape to live
Identity Attack0.20088354
Insult0.4555076
Profanity0.5249258
Threat0.2836219
Severe Toxicity0.29621798
Moderate 0.6863638 Low Con 0.238
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian people are smarter than these a** foreigners 😂
Indian people are smarter than these a** foreigners 😂
Identity Attack0.6458014
Insult0.5739874
Profanity0.48510036
Threat0.020436687
Severe Toxicity0.35076234
Moderate 0.6863638 Low Con 0.202 Identity Attack Insult Identity_Assertion
Mar 2, 2026 1 likes 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.