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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: "Well, if you don't have …" 686 comments · Page 1 of 28
That kinda shit i don't wanna see in the states. Fuck that shit. They wanna see there country well leave go back to our
That kinda shit i don't wanna see in the states. Fuck that shit. They wanna see there country well leave go back to our
Identity Attack0.2816105
Insult0.5130944
Profanity0.9205162
Threat0.025616571
Severe Toxicity0.35368225
Toxic 0.9288007 Moderate Con 0.345 Insult Fear_Threat
Mar 3, 2026 Inside Canada's Indian Invasion...
Well quit voting liberal Canadians . You wouldn’t have this crap! Idiots!
Well quit voting liberal Canadians . You wouldn’t have this crap! Idiots!
Identity Attack0.4911651
Insult0.87896585
Profanity0.50818664
Threat0.012440704
Severe Toxicity0.23226346
Toxic 0.9061063 Low Con 0.136 Insult Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Fuck me them punjabis and Indians won’t mix well
Fuck me them punjabis and Indians won’t mix well
Identity Attack0.6637263
Insult0.5678696
Profanity0.8186401
Threat0.2836219
Severe Toxicity0.45895407
Toxic 0.90451443 Low Con 0.182 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
fucking disgusting. this is san francisco and seattle as well the guy on the bike should be canada's PM
fucking disgusting. this is san francisco and seattle as well the guy on the bike should be canada's PM
Identity Attack0.23770751
Insult0.5678696
Profanity0.73341435
Threat0.011819307
Severe Toxicity0.3532795
Toxic 0.8403191 Moderate Con 0.338 Insult Fear_Threat
Jan 27, 2026 69 likes Inside Canada's Indian Invasion...
Canada is a shit hole. America might as well just take it over
Canada is a shit hole. America might as well just take it over
Identity Attack0.5135796
Insult0.6109131
Profanity0.7796426
Threat0.025098583
Severe Toxicity0.2733782
Toxic 0.8403191 Low Con 0.129 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Well 🕉️well 🕉️well 🕉️ 😂 they all are non sense stupid 😂😂
Well 🕉️well 🕉️well 🕉️ 😂 they all are non sense stupid 😂😂
Identity Attack0.05089863
Insult0.7497506
Profanity0.46460027
Threat0.011068452
Severe Toxicity0.14916596
Toxic 0.8299589 Low Con 0.2 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
well I hope Sidhu gets deported now. what a jerk.
well I hope Sidhu gets deported now. what a jerk.
Identity Attack0.1015541
Insult0.802824
Profanity0.46460027
Threat0.13815513
Severe Toxicity0.1597006
Toxic 0.82048255 Low Con 0.274 Insult Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Blows your mind how stupid, incompetent, and dumb our bureaucrats are that hold the well being of Canada in their hands. They all have to be fired cause they know nothing of what they are …
Blows your mind how stupid, incompetent, and dumb our bureaucrats are that hold the well being of Canada in their hands. They all have to be fired cause they know nothing of what they are responsible for!! In
Identity Attack0.09659086
Insult0.8082062
Profanity0.29053202
Threat0.06626215
Severe Toxicity0.02604016
Toxic 0.78855824 Low Con 0.25 Insult
Sep 29, 2025 IRCC Names India in Study …
🇨🇦Indian & Whites🇬🇶...Learn to Share...Get Along...Both of You Mate Well as U.S Border Jumpers ; 🌷👳🏽‍♂️👳🏽‍♀️💔🙎🏼‍♂️🙎‍♀️🥀; Indians' has Come Way Before I Ever Want To; Leave Me & African Americans Out of It! CANADA💩♨️🏚🪳🕸🏚🕸🕷🏚🔥💩SUCKS!
🇨🇦Indian & Whites🇬🇶...Learn to Share...Get Along...Both of You Mate Well as U.S Border Jumpers ; 🌷👳🏽‍♂️👳🏽‍♀️💔🙎🏼‍♂️🙎‍♀️🥀; Indians' has Come Way Before I Ever Want To; Leave Me & African Americans Out of It! CANADA💩♨️🏚🪳🕸🏚🕸🕷🏚🔥💩SUCKS!
Identity Attack0.6649212
Insult0.6407567
Profanity0.541926
Threat0.13853464
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.409 Identity Attack Insult
Jan 29, 2026 Inside Canada's Indian Invasion...
This is about indians, not turkish or irakis or afghans who are well integrated and make an effort to speak English compared to these fvckin indians who just roll their tongue
This is about indians, not turkish or irakis or afghans who are well integrated and make an effort to speak English compared to these fvckin indians who just roll their tongue
Identity Attack0.6649212
Insult0.57566804
Profanity0.70864636
Threat0.038911607
Severe Toxicity0.41034412
Toxic 0.7761081 Low Con 0.273 Identity Attack Insult Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the …
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the issue. Now we've got hey dude video taping himself being smuggled into the US. And then moron Canadians go on and say well the tariffs are this the tariffs are that, the tariffs wouldn't have happened if our government had done its damned job. What's happening right now between Canada and the US has everything to do with our governments incompetency and moronism and absolutely nothing to do with the Americans trying to take over or do some other evil bulshit.... And all of it could have been avoided if our government had actually listened to the US and secured our f****** borders
Identity Attack0.5135796
Insult0.6370372
Profanity0.68353343
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.7675452 Moderate Con 0.371 Identity Attack Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Identity Attack0.6853638
Insult0.6308392
Profanity0.59166485
Threat0.05688698
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.393 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
These individuals are morons. They are well aware that they are going to be required to answer questions yet they come unprepared to answer the questions. Make that make sense.
These individuals are morons. They are well aware that they are going to be required to answer questions yet they come unprepared to answer the questions. Make that make sense.
Identity Attack0.062039822
Insult0.7775208
Profanity0.44431314
Threat0.009696201
Severe Toxicity0.02449106
Toxic 0.75208336 Low Con 0.106 Insult
Dec 5, 2025 IRCC Names India in Study …
*WHITES GETTING PISSED NOW THAT THEY ARE SECOND CLASS...THE INDIANS WORK HARD AND DO WELL FOR THEMSELVES..THE WHITES LOOTED ALL OF THE LAND...THEY DID NOT WORK FOR IT*
*WHITES GETTING PISSED NOW THAT THEY ARE SECOND CLASS...THE INDIANS WORK HARD AND DO WELL FOR THEMSELVES..THE WHITES LOOTED ALL OF THE LAND...THEY DID NOT WORK FOR IT*
Identity Attack0.6853638
Insult0.54471385
Profanity0.46460027
Threat0.1115629
Severe Toxicity0.35368225
Toxic 0.74954444 Moderate Con 0.314 Identity Attack Insult Moral_Argument
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Didn't you morons come HERE in search of India? Well, now got it!!!
Didn't you morons come HERE in search of India? Well, now got it!!!
Identity Attack0.4139151
Insult0.69164425
Profanity0.44431314
Threat0.0138755
Severe Toxicity0.16960317
Toxic 0.7308154 Low Con 0.169 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
I call this the poverty pimp industry, its main purpose is to privide a bunch of govt hacks with a good well paying govt job. Why do we need more immigrants or govt hacks? Google …
I call this the poverty pimp industry, its main purpose is to privide a bunch of govt hacks with a good well paying govt job. Why do we need more immigrants or govt hacks? Google poverty pimp industry to understand this better. Canada has become an ecofacsist,socialist basket case govern by the village idiots.
Identity Attack0.27991617
Insult0.7492263
Profanity0.33023968
Threat0.009230154
Severe Toxicity0.023411209
Toxic 0.718943 Low Con 0.205 Insult Policy_Critique
Jan 23, 2026 Thousands of refugees allowed into …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Identity Attack0.0440973
Insult0.38406035
Profanity0.6983885
Threat0.017846745
Severe Toxicity0.07542343
Moderate 0.68408644 Low Con 0.239 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE …
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE OVER WHAT IS NOT THEIRS.
Identity Attack0.50515765
Insult0.6798578
Profanity0.20262444
Threat0.018537397
Severe Toxicity0.06011435
Moderate 0.68408644 Low Con 0.249 Identity Attack Insult Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
And the traitors got millions of payment of retirement as award for this destruction. Well done, ignorant Liberals.
And the traitors got millions of payment of retirement as award for this destruction. Well done, ignorant Liberals.
Identity Attack0.27759558
Insult0.71120167
Profanity0.10735235
Threat0.010343489
Severe Toxicity0.02258113
Moderate 0.68408644 Low Con 0.123 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are …
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are nasty and are just hurting our economic well the media blame trumps like moron we are 💀🤡🤣
Identity Attack0.3817989
Insult0.69164425
Profanity0.33434898
Threat0.009126588
Severe Toxicity0.023927659
Moderate 0.6744087 Moderate Con 0.35 Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So people jelous hummmm a minority group does well while you deek junkies smoke fentaly and want free houses make that make sense and where do Canadian tent dwellers take their pooos Yea in public …
So people jelous hummmm a minority group does well while you deek junkies smoke fentaly and want free houses make that make sense and where do Canadian tent dwellers take their pooos Yea in public don’t belive me go walk by the pis pity party full of junkies pointing fingers to people because they are racist and jealous are pathetic good lord
Identity Attack0.33352965
Insult0.7065844
Profanity0.26600444
Threat0.012906751
Severe Toxicity0.04397394
Moderate 0.6611249 Low Con 0.28 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the Roman’s do!! I’m an immigrant as well,and my blood is boiling with these species!! Thank Trudeau and now us clown carney!! What it is doing is causing a lot of hate, Canadians need to get off their asses and start voicing and pushing back on this situation than turning a blind eye!! The ones who shouldn’t be here need to be deported!!
Identity Attack0.4139151
Insult0.5678696
Profanity0.5365423
Threat0.061089642
Severe Toxicity0.21596274
Moderate 0.6588125 Moderate Con 0.477 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
The same shit is happening in Aus! It's almost always those who migrated from the rural parts of a developing country who don't (want to?) assimilate well. This is why there should be a "check" …
The same shit is happening in Aus! It's almost always those who migrated from the rural parts of a developing country who don't (want to?) assimilate well. This is why there should be a "check" to immigration. The honest, talented, hard-working immigrants, who get all my respect, looking to start anew get trampled, replaced by those disgustingly dishonest, visa dodgers at best.
Identity Attack0.38223284
Insult0.5678696
Profanity0.6242122
Threat0.021472665
Severe Toxicity0.16960317
Moderate 0.6588125 Constructive 0.652 Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)

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.