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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: "The west is their own …" 217 comments · Page 2 of 9
I hope Trump makes it worse for the Canadians. Canada, Europe; they're gone. If Trump saves us in the US; which I don't believe he can because there are too many stupid Americans. If he …
I hope Trump makes it worse for the Canadians. Canada, Europe; they're gone. If Trump saves us in the US; which I don't believe he can because there are too many stupid Americans. If he does; we will need to look toward east Europe and Russia. After I he west collapses itself these nations will rise due to their unity. China will also rise. The West is going down.
Identity Attack0.46028158
Insult0.6308392
Profanity0.22663295
Threat0.0347677
Severe Toxicity0.023076924
Moderate 0.60152835 Moderate Con 0.443 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an entire media ecosystem just for that perspective. You think your immigrants weren't going to notice? Assimilate into _what_ ? The loudest mouths telling you they hate you and you're responsible for all their problems despite being a minority, because you're not a white Christian? And then you're going to scapegoat _them_ for the problems your government and system created, refuse to adapt, and complain that someone did. And _also_ , just like here in NYC.. the reason why a place gets taken over by a bunch of colored immigrants.. is usually because white people start _running_ . And again, the few that are left, complain about _their own_ fleeing, before doing so themselves. Hilarious. I'm in NYC, my neighborhood is literally every kind of immigrant, Filipino, Jamaican, West Indian, Indian, Haitian... all low to middle class, with some who really _saved_ up working for their 30-50 years here. Kids born or here since little kids, educated and making good money with few exceptions. And so of course the neighborhood.. looks just like any neighborhood in America (albeit denser and more traffic). Must be all that 'wokeness' in NYC. This has nothing to do with white or black or brown, of course. This dynamic plays out anywhere with people that are unwilling to challenge themselves and their ego just finding an easy scapegoat...
Identity Attack0.5485698
Insult0.4810288
Profanity0.6001929
Threat0.05688698
Severe Toxicity0.21290472
Moderate 0.5921536 Constructive 0.61 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Deppoo00rtt all these hindduudo and Sikkhhss back to their dung heap ad make the west whhyiittee again.
Deppoo00rtt all these hindduudo and Sikkhhss back to their dung heap ad make the west whhyiittee again.
Identity Attack0.56711763
Insult0.5935568
Profanity0.47435758
Threat0.34804323
Severe Toxicity0.50234145
Moderate 0.5885171 Low Con 0.158 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lena Diab is a dummy. The riding of Halifax West should be shamed.
Lena Diab is a dummy. The riding of Halifax West should be shamed.
Identity Attack0.04203484
Insult0.65129566
Profanity0.14842765
Threat0.012233571
Severe Toxicity0.02296847
Moderate 0.5885171 Low Con 0.243 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
*UNCIVILISED IMMORAL PRIDEFUL HOSTILE AGGRESSIVE EXPANSIONIST MINDSET RELIGIONS AND CULTURES LIKE HINDUISM, ISLAM AND SIKHISM HAS NO PLACE IN CIVILISED SOCIETY* *YOU HAVE NO IDEA HOW MUCH ANTI-WEST, ANTI-CHRISTIAN, ANTI-WHITE IDEAS THESE PEOPLE HOLD* *SAVE …
*UNCIVILISED IMMORAL PRIDEFUL HOSTILE AGGRESSIVE EXPANSIONIST MINDSET RELIGIONS AND CULTURES LIKE HINDUISM, ISLAM AND SIKHISM HAS NO PLACE IN CIVILISED SOCIETY* *YOU HAVE NO IDEA HOW MUCH ANTI-WEST, ANTI-CHRISTIAN, ANTI-WHITE IDEAS THESE PEOPLE HOLD* *SAVE YOUR NATIONS FROM BARBARIC CULTS*
Identity Attack0.5948528
Insult0.46625584
Profanity0.29209393
Threat0.13515437
Severe Toxicity0.2322566
Moderate 0.584095 Low Con 0.249 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I like some of the indians but honestly they are taking all our jobs now. It's not just east coast, It's the same here out west where I am. Send em the hell back dude
I like some of the indians but honestly they are taking all our jobs now. It's not just east coast, It's the same here out west where I am. Send em the hell back dude
Identity Attack0.53446084
Insult0.47273466
Profanity0.44431314
Threat0.1575099
Severe Toxicity0.16960317
Moderate 0.584095 Constructive 0.55 Identity Attack Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
It's everywhere not just Canada. They are being allowed to swarm the West like rats.
It's everywhere not just Canada. They are being allowed to swarm the West like rats.
Identity Attack0.28034934
Insult0.62169385
Profanity0.16496858
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.5721988 Low Con 0.289 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Identity Attack0.039972372
Insult0.3388922
Profanity0.6069483
Threat0.018882722
Severe Toxicity0.029626917
Moderate 0.56269526 Moderate Con 0.327 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
Identity Attack0.6413409
Insult0.4596616
Profanity0.089370176
Threat0.013165667
Severe Toxicity0.042180564
Moderate 0.55739564 Moderate Con 0.391 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
Moslems moving to the west to enjoy our freedoms, only to try to convert us and implement sharia law - to destroy our nations like the ones they just fled from. If sharia law is …
Moslems moving to the west to enjoy our freedoms, only to try to convert us and implement sharia law - to destroy our nations like the ones they just fled from. If sharia law is so great, stay in your Arab countries and get tf out of ours
Identity Attack0.6007182
Insult0.40698266
Profanity0.33453682
Threat0.09776353
Severe Toxicity0.18232453
Moderate 0.54823303 Moderate Con 0.304 Identity Attack
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
West is under invasion by three sides Muslims, Indians and Blacks 😢
West is under invasion by three sides Muslims, Indians and Blacks 😢
Identity Attack0.6220118
Insult0.36798462
Profanity0.20916378
Threat0.049128212
Severe Toxicity0.16960317
Moderate 0.54823303 Low Con 0.2 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students. All students from India are fake. They are in West to …
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students. All students from India are fake. They are in West to introduce HINDUTVA, HINDU IDEOLOGY AND RACISM.
Identity Attack0.35828567
Insult0.2358914
Profanity0.00027664463
Threat0.0006763777
Severe Toxicity0.000013947454
Moderate 0.5330114 Unverified_Claim
Apr 15, 2025
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
The CIA actually harbour Khalistani terrorist who have killed innocent civilian in the 1984 plane bombing- mind you no one was punished because Canada and US were involved in the killing of Hindus. American have …
The CIA actually harbour Khalistani terrorist who have killed innocent civilian in the 1984 plane bombing- mind you no one was punished because Canada and US were involved in the killing of Hindus. American have also been invoved in 2008 Mumbai attack- this time they supported Pakistani Islamic Jehadi to kill 300 Hindus in Mumbai. In return, the Pakistani rape gang raped thousands of white chilrdren (even though west supported pakistan)
Identity Attack0.5612457
Insult0.4339631
Profanity0.2801717
Threat0.44942492
Severe Toxicity0.16960317
Moderate 0.52272606 Moderate Con 0.399 Identity Attack Unverified_Claim
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
lol - this is what happens when CBC leaves the safe confines of their web site where they can limit comments to the wild west of YouTube where they are called on their B*llSh*t
lol - this is what happens when CBC leaves the safe confines of their web site where they can limit comments to the wild west of YouTube where they are called on their B*llSh*t
Identity Attack0.028628819
Insult0.4794537
Profanity0.48510036
Threat0.00866054
Severe Toxicity0.02449106
Moderate 0.52272606 Low Con 0.193
Oct 26, 2017 6 likes How much do refugees and …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in invaders from other countries that are already overpopulated. The West is done until this two-headed snake is stopped, and in some countries, like Canada, it's probably already too late. Too bad, Canada used to have the hottest women.
Identity Attack0.2781757
Insult0.5723624
Profanity0.18417911
Threat0.010602405
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.279 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
Identity Attack0.23011416
Insult0.47384647
Profanity0.44752163
Threat0.02371728
Severe Toxicity0.023246882
Moderate 0.51980776 Moderate Con 0.475 Moral_Argument
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
bloody globalists are ghettoizing the west with third world, Indians in Canada, Latins in America and Muslims overruning Europe. unless we act the west is lost to this rabble....
bloody globalists are ghettoizing the west with third world, Indians in Canada, Latins in America and Muslims overruning Europe. unless we act the west is lost to this rabble....
Identity Attack0.5135796
Insult0.4986907
Profanity0.20375896
Threat0.03235042
Severe Toxicity0.02416241
Moderate 0.5140397 Low Con 0.231 Identity Attack
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
As Indian, indian Brahmin believe west is hell in middle age and late middle age, now they invet west and criticize their culture they are disgusting
As Indian, indian Brahmin believe west is hell in middle age and late middle age, now they invet west and criticize their culture they are disgusting
Identity Attack0.49855098
Insult0.5497792
Profanity0.357228
Threat0.10696311
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.297 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
Identity Attack0.55044734
Insult0.4810288
Profanity0.28364125
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50789946 Low Con 0.185 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED FOR MANURE AND AS DRIED BURNS AND COW URINE AS SYMBOLISM RITUAL OF PURITY.. 1ST GET REAL GROUND KNOWLEDGE ABOUT INDIA.. WEST SCIENTISTS PRESIDENTS CELEBRITIES CONE TO INDIA FOR ENLIGHTENMENT AND SPIRITUALISM... MAYBE SOME PEOPLE ARE CARELESS BUT INDIA IS A GREAT NATION WHERE CANADA SEES ONLY ICE AND SNOW WITH LESSER ECONOMY TRADE DEFENCE MANUFACTURING TECHNOLOGY INFRASTRUCTURE ETC INDIA HV INNUMERABLE DIALECTS TRADITIONS RICHNESS FOODS SEASONS ETC... CANADA IS BEHIND INDIA IN MULTIPLE ASPECTS BUT CIVIC SENSE MAYBE AN IMPORTANT ISSUE IN CROWDED PUBLIC MARKET TOWNS 🙏
Identity Attack0.44690517
Insult0.5130944
Profanity0.17926037
Threat0.026652548
Severe Toxicity0.14916596
Moderate 0.50503236 Constructive 0.512 Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Identity Attack0.50125694
Insult0.48484445
Profanity0.39409557
Threat0.01508414
Severe Toxicity0.052940834
Moderate 0.50503236 Low Con 0.297 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration has completely ruined the west. Disgraceful.
Immigration has completely ruined the west. Disgraceful.
Identity Attack0.47178617
Insult0.4339631
Profanity0.11230402
Threat0.010757755
Severe Toxicity0.023076924
Moderate 0.4838166 Low Con 0.161 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were …
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were implementing the Hindu demon god in the West. That was their plan all along. They had you guys fight the Muslims for them, so they can implement their demon god here. You betta start rebuke their spirit every single day or you all are in trouble. The West is about to become like India
Identity Attack0.5135796
Insult0.40243408
Profanity0.29456177
Threat0.13211988
Severe Toxicity0.10702737
Moderate 0.47772613 Moderate Con 0.329 Identity Attack Unverified_Claim
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
Identity Attack0.55803186
Insult0.26957804
Profanity0.08225787
Threat0.12076248
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.316 Identity Attack
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.