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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 #}

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Active: "No kidding this is what …" 314 comments · Page 1 of 13
are you fucking kidding with that sponsor its literally a huge scam being promoted by bots which literally tries to steal your accounts on stuff fucking idiot
are you fucking kidding with that sponsor its literally a huge scam being promoted by bots which literally tries to steal your accounts on stuff fucking idiot
Identity Attack0.16373143
Insult0.8082062
Profanity0.91513264
Threat0.038220957
Severe Toxicity0.56528324
Toxic 0.968226 Low Con 0.19 Insult Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
1:50. Your making babies with babies you sick fucks, making your wife's with kids, that's sick , you sick fucks,
1:50. Your making babies with babies you sick fucks, making your wife's with kids, that's sick , you sick fucks,
Identity Attack0.29951343
Insult0.7218519
Profanity0.80158395
Threat0.09009721
Severe Toxicity0.5614964
Toxic 0.944597 Low Con 0.196 Insult
Dec 12, 2025 Why Canadians Are Turning Against …
1:45 the reason why you have more kids is so you have spares when you strap vests to them. Asshole!
1:45 the reason why you have more kids is so you have spares when you strap vests to them. Asshole!
Identity Attack0.15945168
Insult0.68668073
Profanity0.70384485
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.8629672 Low Con 0.178 Insult
Sep 11, 2025 Why Canadians Are Turning Against …
You idiot! Yoy are so full ofBS. How are Canadians suppose to have kids when they cant afford it. Meanwhile migrants get 80k person in the family! SOCIALISM NEXT COMMUNISM!
You idiot! Yoy are so full ofBS. How are Canadians suppose to have kids when they cant afford it. Meanwhile migrants get 80k person in the family! SOCIALISM NEXT COMMUNISM!
Identity Attack0.38699543
Insult0.83943826
Profanity0.4044591
Threat0.012906751
Severe Toxicity0.18844056
Toxic 0.8540474 Moderate Con 0.308 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadian kids cant have kids because they're trying to fit India into our fucking housing market. Its not racist to say, WE ARE CANADA, NOT INDIA. Stop fucking over the future of CANADIAN kids.
Canadian kids cant have kids because they're trying to fit India into our fucking housing market. Its not racist to say, WE ARE CANADA, NOT INDIA. Stop fucking over the future of CANADIAN kids.
Identity Attack0.55044734
Insult0.56997263
Profanity0.776286
Threat0.014393489
Severe Toxicity0.35220072
Toxic 0.8252207 Moderate Con 0.415 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
What the hell is that lady talking about? Brampton was never a friendly place. It was all trailer park white kids running around robbing people. It was full of drugs and homeless white people. The …
What the hell is that lady talking about? Brampton was never a friendly place. It was all trailer park white kids running around robbing people. It was full of drugs and homeless white people. The guy on the bike said it correctly. It was all white trash.
Identity Attack0.71720207
Insult0.65865606
Profanity0.5365423
Threat0.027861187
Severe Toxicity0.3536391
Toxic 0.7998551 Moderate Con 0.439 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let's not kid ourselves that Diab is the only CLUELESS Immigration Minister we've had under the Fiberals. They have ALL been incredibly stupid, rude and destructive.
Let's not kid ourselves that Diab is the only CLUELESS Immigration Minister we've had under the Fiberals. They have ALL been incredibly stupid, rude and destructive.
Identity Attack0.21668483
Insult0.7967344
Profanity0.352205
Threat0.011405042
Severe Toxicity0.030523606
Toxic 0.78207105 Moderate Con 0.313 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the …
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the kids cant gain any experience .
Identity Attack0.060220852
Insult0.5678696
Profanity0.70864636
Threat0.018192071
Severe Toxicity0.23224458
Toxic 0.78207105 Moderate Con 0.37 Insult Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Canadians aren't having kids because we're responsible and know we CANNOT AFFORD to have children, so i guess instead of doing something about the cost of living in this country, the government has just decided …
Canadians aren't having kids because we're responsible and know we CANNOT AFFORD to have children, so i guess instead of doing something about the cost of living in this country, the government has just decided to REPLACE us with IMMIGRANTS!! Its fucking disgusting, Liberals, you all should be ashamed of yourselves! 🤬🖕
Identity Attack0.48949075
Insult0.65129566
Profanity0.6001929
Threat0.013113883
Severe Toxicity0.349738
Toxic 0.7701451 Moderate Con 0.382 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
No wonder. Canadian kids can’t get jobs!!. What is the word I’m looking for? Oh yea security!!!!! Morons!
No wonder. Canadian kids can’t get jobs!!. What is the word I’m looking for? Oh yea security!!!!! Morons!
Identity Attack0.48990932
Insult0.755201
Profanity0.34827787
Threat0.009230154
Severe Toxicity0.072789766
Toxic 0.7701451 Low Con 0.217 Insult
Oct 9, 2025 IRCC Names India in Study …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking for !!! I don’t know why Canadians would vote for a liberal government it’s beyond my mind. It’s been many many years since we had a conservative government and we need it back folks. STOP voting liberal for f—k sake’s. Marc Carney, lol what a f—king joke that is !!!
Identity Attack0.49032792
Insult0.6675394
Profanity0.6643082
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.76523775 Moderate Con 0.432 Insult
Sep 1, 2025 Why Canadians Are Turning Against …
Are you fuckin kidding me?! Is this a joke?
Are you fuckin kidding me?! Is this a joke?
Identity Attack0.022992345
Insult0.3470427
Profanity0.8117245
Threat0.009540852
Severe Toxicity0.16960317
Toxic 0.7510937 Low Con 0.219 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
No child tax credit or healthcare until they become Canadian citizens and no fucking backpay for the fucking 10 kids they brought from that probably aren’t even their kids
No child tax credit or healthcare until they become Canadian citizens and no fucking backpay for the fucking 10 kids they brought from that probably aren’t even their kids
Identity Attack0.30256465
Insult0.5130944
Profanity0.7785769
Threat0.018364733
Severe Toxicity0.34966052
Toxic 0.7510937 Low Con 0.244 Insult
Oct 1, 2025 Why Canadians Are Turning Against …
A silent invasion, facilitated by stupid bureaucrats who think their kids will have a job in the future!
A silent invasion, facilitated by stupid bureaucrats who think their kids will have a job in the future!
Identity Attack0.07012023
Insult0.72868866
Profanity0.32658687
Threat0.010938995
Severe Toxicity0.023076924
Toxic 0.7252971 Low Con 0.166 Insult Fear_Threat
Sep 29, 2025 IRCC Names India in Study …
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Identity Attack0.24970764
Insult0.47273466
Profanity0.64657205
Threat0.34804323
Severe Toxicity0.16960317
Toxic 0.718943 Low Con 0.297 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If you're not working by in group preferences by now you're part of the problem...prioritize your people or watch them be destroyed. And going through the comments its sad how many losers are proud to …
If you're not working by in group preferences by now you're part of the problem...prioritize your people or watch them be destroyed. And going through the comments its sad how many losers are proud to not be having kids...you are self deleting and literally giving up like a bunch of weak whinny selfish little babies...you are truly a pathetic bunch of weaklings smh
Identity Attack0.06294931
Insult0.72756535
Profanity0.26631543
Threat0.035803676
Severe Toxicity0.02449106
Moderate 0.6852916 Low Con 0.287 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT …
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT TELL ANYONE YOUR CANADIAN IN JAMAICA PORTO RICO FRANCE IN SPAIN THE CANADIANS WERE VIOLENTLY CONFRONTED BCS THEY WERE CALLED PEDOS BCS NO ONE FOUGHT TO PROTECT KIDS AGAISNT GENDER TEACHING IN SCHOOLS Canada is embarrassing now days
Identity Attack0.45610145
Insult0.6798578
Profanity0.26555094
Threat0.016292779
Severe Toxicity0.09912638
Moderate 0.6744087 Moderate Con 0.409 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
Identity Attack0.49855098
Insult0.47787863
Profanity0.541926
Threat0.13815513
Severe Toxicity0.35368225
Moderate 0.6611249 Low Con 0.279 Humor_Satire
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to see it destroyed? Your kids are annoying, loud and terrible? Ok you are perfect for Canada and here's 80 grand and house. Honestly, these are the people I'm constantly meeting as a teacher. Canada will be crumbling for the next 40 years, easy.
Identity Attack0.48915586
Insult0.6831271
Profanity0.29209393
Threat0.025789235
Severe Toxicity0.104393706
Moderate 0.65996873 Moderate Con 0.481 Insult Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
2:50 so in addition to my passport, driving permit I need to carry a briefcase with my bank account info, residential proof and tax returns.... ARE YOU F*****KIDDING ME! Keep trumpstan to yourself!! There are …
2:50 so in addition to my passport, driving permit I need to carry a briefcase with my bank account info, residential proof and tax returns.... ARE YOU F*****KIDDING ME! Keep trumpstan to yourself!! There are plenty of other places to go to!! 😂😂
Identity Attack0.0019028455
Insult0.20342655
Profanity0.3929872
Threat0.0009930151
Severe Toxicity0.00004160182
Moderate 0.6491975
Dec 9, 2025
White people watching child p, grapping kids and having a history of colonization and unhygenic practices talking about indian people? White people wwre shitting and piss8ng in buckets and throwing them out onto the court …
White people watching child p, grapping kids and having a history of colonization and unhygenic practices talking about indian people? White people wwre shitting and piss8ng in buckets and throwing them out onto the court yards.
Identity Attack0.5983441
Insult0.50440645
Profanity0.57236236
Threat0.13815513
Severe Toxicity0.3493117
Moderate 0.6491204 Low Con 0.267 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why do you keep including Islam in Canada's problems i can't get it, and trying to make it look like people are forced to convert or they're going to be killed when it's just people …
Why do you keep including Islam in Canada's problems i can't get it, and trying to make it look like people are forced to convert or they're going to be killed when it's just people liked it and accepted it. 2- Who the hell is talking that Islam is spreading and worried about his kids an indian man well well🤣, you guys literally fked up the country with your stink, rudeness, scammers, fake certificates, fake visas, and poisoned food.
Identity Attack0.5504064
Insult0.5739874
Profanity0.44133487
Threat0.24878941
Severe Toxicity0.23225316
Moderate 0.6426206 Constructive 0.559 Identity Attack Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Disgusting man even most of us First Nations are sick of this. They come throw there trash everywhere piss when kids are around fish and hunt without a license. Also take the fish when they're …
Disgusting man even most of us First Nations are sick of this. They come throw there trash everywhere piss when kids are around fish and hunt without a license. Also take the fish when they're spawning they don't follow the rules they scam human trafficking everything you can think of fokken disgusting.
Identity Attack0.072601855
Insult0.6308392
Profanity0.41255033
Threat0.010472948
Severe Toxicity0.16960317
Moderate 0.6426206 Constructive 0.508 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I find the immigrants to be extremely RUDE and lazy! The kids are out of control a lot of the time. Our culture and traditions are ignored and a lot of immigrants get offended. I …
I find the immigrants to be extremely RUDE and lazy! The kids are out of control a lot of the time. Our culture and traditions are ignored and a lot of immigrants get offended. I am just SICK of seeing them get everything handed to them!!
Identity Attack0.57957685
Insult0.6120431
Profanity0.15985115
Threat0.010395273
Severe Toxicity0.044870634
Moderate 0.63782936 Constructive 0.51 Identity Attack Insult Identity_Assertion
Aug 25, 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.