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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: "From Canada. This is the …" 6,088 comments · Page 23 of 244
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
Identity Attack0.55044734
Insult0.6109131
Profanity0.13785136
Threat0.011353259
Severe Toxicity0.02406851
Moderate 0.60311776 Low Con 0.181 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
All people that are from India should be removed from canada immediately if we plan on remaining a good country.
All people that are from India should be removed from canada immediately if we plan on remaining a good country.
Identity Attack0.6990888
Insult0.36193377
Profanity0.16264248
Threat0.44942492
Severe Toxicity0.34962174
Moderate 0.60311776 Low Con 0.211 Identity Attack
Oct 6, 2025 IRCC Names India in Study …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
Identity Attack0.13377325
Insult0.6677319
Profanity0.2347036
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.60311776 Moderate Con 0.488 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is not the greatest country on earth. Canada is the biggest clown country on earth.
Canada is not the greatest country on earth. Canada is the biggest clown country on earth.
Identity Attack0.50515604
Insult0.6308392
Profanity0.14754629
Threat0.00746953
Severe Toxicity0.023076924
Moderate 0.60311776 Low Con 0.117 Identity Attack Insult Policy_Critique
Feb 8, 2026 Inside Canada's Indian Invasion...
This is not just some natural form of osmosis where Indian people randomly end up in Canada. This was an intentional policy of the Canadian government to change the demographics of the country. The Canadian …
This is not just some natural form of osmosis where Indian people randomly end up in Canada. This was an intentional policy of the Canadian government to change the demographics of the country. The Canadian people have been PLAYED FOR FOOLS.
Identity Attack0.46028158
Insult0.64537907
Profanity0.17566866
Threat0.007935578
Severe Toxicity0.023076924
Moderate 0.60311776 Low Con 0.26 Insult Unverified_Claim
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada has changed, and it sure isn't for the fucking better!
Canada has changed, and it sure isn't for the fucking better!
Identity Attack0.10221587
Insult0.3470427
Profanity0.70864636
Threat0.008841781
Severe Toxicity0.040387187
Moderate 0.60311776 Low Con 0.274 Policy_Critique
Oct 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I migrated to canada expecting to have a better environment but left due to the stanky indians
I migrated to canada expecting to have a better environment but left due to the stanky indians
Identity Attack0.6227552
Insult0.5678696
Profanity0.26583168
Threat0.009644418
Severe Toxicity0.06011435
Moderate 0.60311776 Moderate Con 0.386 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Thanks To trudope, Canada is screwed
Thanks To trudope, Canada is screwed
Identity Attack0.39966375
Insult0.5678696
Profanity0.44431314
Threat0.008090926
Severe Toxicity0.04397394
Moderate 0.60311776 Moderate Con 0.304 Insult
Jul 8, 2019 How much do refugees and …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into a metropolis. Listen how casually the Red Neck says " they don't pay taxes" HAHA. Even the illegal immigrants in USA are being collected Tax from and you talking about legal Immigrants with SIN numbers.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46460027
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.332 Identity Attack Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Every single problem we have in Canada stems from to many immigrants brought in by the liberals to try and hold forever power. You ignorant liberal voters did this
Every single problem we have in Canada stems from to many immigrants brought in by the liberals to try and hold forever power. You ignorant liberal voters did this
Identity Attack0.37292135
Insult0.6500014
Profanity0.11292298
Threat0.008272167
Severe Toxicity0.020257099
Moderate 0.6027529 Low Con 0.258 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Soon they will have a bunch of call scam centers. Good by Canada, you will become a waste and a trash can now.
Soon they will have a bunch of call scam centers. Good by Canada, you will become a waste and a trash can now.
Identity Attack0.19100772
Insult0.65129566
Profanity0.14578357
Threat0.011379151
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.139 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Identity Attack0.23239216
Insult0.43450394
Profanity0.64657205
Threat0.027170537
Severe Toxicity0.059217658
Moderate 0.6027529 Low Con 0.219 Fear_Threat
Feb 25, 2026 4 likes Inside Canada's Indian Invasion...
tHEY change church in PAGAN TEMPLE ?!!!! WTF IS WRONG WITH YOU CANADA ?!!!!!!!!!!!!!!!!!!
tHEY change church in PAGAN TEMPLE ?!!!! WTF IS WRONG WITH YOU CANADA ?!!!!!!!!!!!!!!!!!!
Identity Attack0.33352965
Insult0.40420914
Profanity0.46222726
Threat0.013165667
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.135 Fear_Threat
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The bike dude made me remember a manager from a big bread company I used to work for when I first arrived in Canada. The Indian dude was not stupid, just too lazy to use …
The bike dude made me remember a manager from a big bread company I used to work for when I first arrived in Canada. The Indian dude was not stupid, just too lazy to use their brain.
Identity Attack0.44690517
Insult0.65865606
Profanity0.32299677
Threat0.009437286
Severe Toxicity0.023076924
Moderate 0.6027529 Moderate Con 0.472 Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Identity Attack0.57150364
Insult0.54525656
Profanity0.15019037
Threat0.009023022
Severe Toxicity0.104393706
Moderate 0.6027529 Low Con 0.261 Identity Attack Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Canada is a fu(king mess, mostly because of the liberals and their supporters. Thanks libs.
Canada is a fu(king mess, mostly because of the liberals and their supporters. Thanks libs.
Identity Attack0.38208112
Insult0.5129801
Profanity0.59166485
Threat0.010421164
Severe Toxicity0.10702737
Moderate 0.6027529 Low Con 0.202 Insult Policy_Critique
Oct 1, 2025 2 likes IRCC Names India in Study …
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Identity Attack0.23998553
Insult0.44802538
Profanity0.5643384
Threat0.010110466
Severe Toxicity0.10702737
Moderate 0.6027529 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that …
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that has ACTUALLY made Canada better in any way/shape/form! They all need to be charged for treason, tried for treason, and sentenced for treason. They have killed hundreds of thousands of Canadians with their policies, and it's nothing short of a modern-day genocide: gun deaths, crime deaths, narcotic overdose deaths, vaccine mandates, fentanyl deaths, homelessness death by cold/weather, massive fires from church burnings, and mental health & suicide rates are ALL through the ROOF under the liberals! So, these Liberals can all go to hell where they came from. They are a death cult.
Identity Attack0.36702603
Insult0.6261769
Profanity0.13961408
Threat0.2566701
Severe Toxicity0.056527592
Moderate 0.6027529 Moderate Con 0.368 Insult
Oct 6, 2025 IRCC Names India in Study …
Canada's No 1 racist is Justin Trudeau!
Canada's No 1 racist is Justin Trudeau!
Identity Attack0.44690517
Insult0.61794597
Profanity0.09486605
Threat0.010110466
Severe Toxicity0.023317307
Moderate 0.6027529 Low Con 0.148 Insult Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Its sad seeing the state of Canada- dirty, uncivilized, negative, cringeworthy, classless.
Its sad seeing the state of Canada- dirty, uncivilized, negative, cringeworthy, classless.
Identity Attack0.44690517
Insult0.6308392
Profanity0.07708528
Threat0.008077981
Severe Toxicity0.023645958
Moderate 0.6027529 Low Con 0.243 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. …
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. You'd think Conservatives would be happy that Libs are acting on their complaints....NO... Conservatives cry 'they stole our ideas'... It's so pathetic. And WEAK.
Identity Attack0.11280017
Insult0.66500133
Profanity0.09868695
Threat0.009385503
Severe Toxicity0.01683561
Moderate 0.6027529 Moderate Con 0.405 Insult Humor_Satire
Jan 20, 2026 Canada’s new rules in 2026
Can you do a video on Markham in Canada ? it’s literally China 🇨🇳 Not to promote anything but white boy here is jumping on the bandwagon of hate to get attention. It’s not write …
Can you do a video on Markham in Canada ? it’s literally China 🇨🇳 Not to promote anything but white boy here is jumping on the bandwagon of hate to get attention. It’s not write to promote slurs against a community! there are plenty of nasty and disgusting people in every race, including yours boy
Identity Attack0.5135796
Insult0.6109131
Profanity0.21781154
Threat0.013217449
Severe Toxicity0.02514347
Moderate 0.60254884 Moderate Con 0.365 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indian Hindu people are destroying Christian Countries, next Canada.✍🏻😎🇮🇱🇺🇸🇬🇧
Indian Hindu people are destroying Christian Countries, next Canada.✍🏻😎🇮🇱🇺🇸🇬🇧
Identity Attack0.6682205
Insult0.36939126
Profanity0.12727508
Threat0.19862294
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.216 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system? The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country. Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever. Once that’s accomplished then the mass deportations can start immediately.
Identity Attack0.5135796
Insult0.5678696
Profanity0.5013569
Threat0.031314444
Severe Toxicity0.23224801
Moderate 0.60254884 Constructive 0.545 Identity Attack Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What the FUC* is going on with Canada, I had no idea this was going on, STOP IT NOW CANADA, stop them from taking over Canada !
What the FUC* is going on with Canada, I had no idea this was going on, STOP IT NOW CANADA, stop them from taking over Canada !
Identity Attack0.18546575
Insult0.36939126
Profanity0.57488567
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.303 Fear_Threat
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.