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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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30,738 comments · Page 185 of 1230
13:25 OMG WTFFF! Bro I LITERALLY live 7 min walk from there, I went to the school literally behind you 😭 went to that temple with school and my ret. friend SPAT on one of …
13:25 OMG WTFFF! Bro I LITERALLY live 7 min walk from there, I went to the school literally behind you 😭 went to that temple with school and my ret. friend SPAT on one of the statues 💀 Crazy that you were in my neighbourhood Hahahah (I’m turkish not indian), I could have given you some more insight Hahaha
Identity Attack0.22935481
Insult0.2817503
Profanity0.39409557
Threat0.04098356
Severe Toxicity0.16960317
Moderate 0.50759226 Constructive 0.615 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I …
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I always find it so fascinating how much "hate" the world has for Africans/blacks. Claiming that they're "sooooo inferior/unintelligent"🙄😒 lol, we all know that IF that were honestly the case then the world wouldn't need to constantly try to put them at a disadvantage. IF you all honestly believed that "blacks are inferior", then you wouldn't constantly be obsessed with black people, you'd simply let them be. We all know it's a projection. People see the greatness and constant resilience of blacks, which pisses you guys off lol. Now argue amongst yourselves under my comment 😌✊🏽✊🏾✊🏿😝
Identity Attack0.5075293
Insult0.49389273
Profanity0.2659699
Threat0.014393489
Severe Toxicity0.02458496
Moderate 0.50759226 Constructive 0.545 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
Identity Attack0.052944973
Insult0.24928534
Profanity0.5013569
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.443 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Always sick people in canada
Always sick people in canada
Identity Attack0.48915586
Insult0.5015486
Profanity0.06395709
Threat0.007961469
Severe Toxicity0.023076924
Moderate 0.50503236 Low Con 0.285 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If a criminal is banned in india, He or She will be found here Looting other's Reputation and then the word will showcase "Indian's are Dirty & Racist"
If a criminal is banned in india, He or She will be found here Looting other's Reputation and then the word will showcase "Indian's are Dirty & Racist"
Identity Attack0.5502601
Insult0.5015486
Profanity0.28249276
Threat0.09776353
Severe Toxicity0.16760159
Moderate 0.50503236 Low Con 0.28 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am mad as hell because every where I go. It’s only Indians working there, why why why. They only speak Punjabi. All Politicians at all levels are sleeping. Why don’t whit people and black …
I am mad as hell because every where I go. It’s only Indians working there, why why why. They only speak Punjabi. All Politicians at all levels are sleeping. Why don’t whit people and black people start protesting against Mass immigration and fake students from India.
Identity Attack0.5135796
Insult0.36798462
Profanity0.39409557
Threat0.04363242
Severe Toxicity0.056527592
Moderate 0.50503236 Constructive 0.54 Identity Attack
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I DON'T THINK CANADIANS LIKE INDIANS
I DON'T THINK CANADIANS LIKE INDIANS
Identity Attack0.58354634
Insult0.2659317
Profanity0.16496858
Threat0.009747985
Severe Toxicity0.02425631
Moderate 0.50503236 Moderate Con 0.305 Identity Attack Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
I lived in Surrey BC for 7 years, it's filthy, and almost completely Punjabi/Indian population. It's horrible, I had to leave because it got so unbearable.
I lived in Surrey BC for 7 years, it's filthy, and almost completely Punjabi/Indian population. It's horrible, I had to leave because it got so unbearable.
Identity Attack0.5135796
Insult0.48569724
Profanity0.33453682
Threat0.023544617
Severe Toxicity0.05742428
Moderate 0.50503236 Constructive 0.654 Identity Attack Personal_Narrative
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian Immigrant , I am sick and tired of these people coming to Canada with the expectation of a free ride , and shoving their Culture and Religion down our throats. My father …
As a Canadian Immigrant , I am sick and tired of these people coming to Canada with the expectation of a free ride , and shoving their Culture and Religion down our throats. My father worked hard all his life to support the family , and we became Canadians, learned the language and support ourselves . These New Comers are simply disgusting, disrespectful and Entitled . This has to stop, we need a New Government that Puts Canadians First.
Identity Attack0.46028158
Insult0.5130944
Profanity0.0684662
Threat0.010421164
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.497 Insult
Aug 25, 2025 1,527 likes Why Canadians Are Turning Against …
HAHAHAHAHAH CANADA GOT SCAMMED BY INDIAN FAKE PASSPORT 😂😂😂😂😂
HAHAHAHAHAH CANADA GOT SCAMMED BY INDIAN FAKE PASSPORT 😂😂😂😂😂
Identity Attack0.5051609
Insult0.40243408
Profanity0.16915557
Threat0.012751401
Severe Toxicity0.041283876
Moderate 0.50503236 Low Con 0.147 Identity Attack
Sep 27, 2025 1 likes IRCC Names India in Study …
Trump is right about one thing and that is immigration. We destroyed our country through immigration. We can blame the liberals but Canadians are the ones that voted them in and we continue to vote …
Trump is right about one thing and that is immigration. We destroyed our country through immigration. We can blame the liberals but Canadians are the ones that voted them in and we continue to vote them in! These people didn't even land on our shores on dinghy like in some parts of the world. We welcomed them in with all these loopholes. It's truly disgusting.
Identity Attack0.3817989
Insult0.5270482
Profanity0.0741757
Threat0.011249693
Severe Toxicity0.01986976
Moderate 0.50503236 Constructive 0.59 Insult Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That guy on the bicycle is low life. Extremely racist to Africans
That guy on the bicycle is low life. Extremely racist to Africans
Identity Attack0.5075293
Insult0.46774593
Profanity0.20375896
Threat0.015602129
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.305 Identity Attack Meta_Commentary
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Nobody is more racist to Indians than other Indians
Nobody is more racist to Indians than other Indians
Identity Attack0.55044734
Insult0.33998606
Profanity0.17752954
Threat0.014911477
Severe Toxicity0.024960563
Moderate 0.50503236 Low Con 0.232 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Indian colonization ... Crazy
Indian colonization ... Crazy
Identity Attack0.48915586
Insult0.47357693
Profanity0.23083201
Threat0.012596053
Severe Toxicity0.02430326
Moderate 0.50503236 Moderate Con 0.334
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police …
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police force would be either killing or arresting every one of them.
Identity Attack0.57957685
Insult0.3388922
Profanity0.22643133
Threat0.44942492
Severe Toxicity0.067522444
Moderate 0.50503236 Moderate Con 0.33 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I would rather them over Muslims and africans all day 😂😂😂
I would rather them over Muslims and africans all day 😂😂😂
Identity Attack0.57554024
Insult0.24928534
Profanity0.20916378
Threat0.13566011
Severe Toxicity0.055630904
Moderate 0.50503236 Low Con 0.257 Identity Attack Identity_Assertion
Jan 27, 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)
Ungrateful and no regard for ohter group of people at all. They are so selfish.
Ungrateful and no regard for ohter group of people at all. They are so selfish.
Identity Attack0.03636306
Insult0.5678696
Profanity0.091633186
Threat0.007521313
Severe Toxicity0.0125103295
Moderate 0.50503236 Moderate Con 0.353 Insult Moral_Argument
Nov 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I was born in Brampton. THE INDIANS RUINED IT!!!! Escaped 15 years ago.
I was born in Brampton. THE INDIANS RUINED IT!!!! Escaped 15 years ago.
Identity Attack0.55044734
Insult0.34392178
Profanity0.20916378
Threat0.038911607
Severe Toxicity0.024725812
Moderate 0.50503236 Moderate Con 0.463 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
best part is they erect these idols to indian gods in our strip mall parking lots
best part is they erect these idols to indian gods in our strip mall parking lots
Identity Attack0.45348886
Insult0.344702
Profanity0.39409557
Threat0.108496375
Severe Toxicity0.16960317
Moderate 0.50503236 Low Con 0.195 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada stopped being a first world country when Canada let the their world move and made their values Canadian values! Where you are permitted to go a beach did a hole shite into and just …
Canada stopped being a first world country when Canada let the their world move and made their values Canadian values! Where you are permitted to go a beach did a hole shite into and just cover it up! That is an Indian value not a Canadian one!
Identity Attack0.4054415
Insult0.43296707
Profanity0.44475567
Threat0.010887212
Severe Toxicity0.024631912
Moderate 0.50503236 Low Con 0.24
Aug 25, 2025 Why Canadians Are Turning Against …
You’re not a journalist. You’re a rage baiter.
You’re not a journalist. You’re a rage baiter.
Identity Attack0.04048799
Insult0.5678696
Profanity0.16589902
Threat0.008738215
Severe Toxicity0.018707745
Moderate 0.50503236 Low Con 0.127 Insult Meta_Commentary
Feb 8, 2026 3 likes Inside Canada's Indian Invasion...
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
disgusting how many there are.
disgusting how many there are.
Identity Attack0.029402243
Insult0.5239335
Profanity0.13697
Threat0.009281937
Severe Toxicity0.016190045
Moderate 0.50503236 Low Con 0.29 Insult Fear_Threat
Jan 29, 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.