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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: "why would you do this …" 1,058 comments · Page 4 of 43
Canada..America..Australia seems like NOBODYS land.Coz if anybody was to claim it...I mean just bare with them.Immigration is same shit different times.The Natives would have complained if they were to be interviewed when the white people …
Canada..America..Australia seems like NOBODYS land.Coz if anybody was to claim it...I mean just bare with them.Immigration is same shit different times.The Natives would have complained if they were to be interviewed when the white people arrived and changed stuff too.
Identity Attack0.50917345
Insult0.46327567
Profanity0.541926
Threat0.012285355
Severe Toxicity0.09912638
Moderate 0.5885171 Constructive 0.502 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs this shit business to run its paralel economy. The govt knew from the begining itself that all their documents are fraud. if they had the money to study in canada., they would have …
Canada needs this shit business to run its paralel economy. The govt knew from the begining itself that all their documents are fraud. if they had the money to study in canada., they would have gone to USA. not come to canada.
Identity Attack0.28034934
Insult0.47384647
Profanity0.5365423
Threat0.010887212
Severe Toxicity0.026936848
Moderate 0.5779532 Low Con 0.095
Sep 30, 2025 IRCC Names India in Study …
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist …
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist to notice patterns. If the shoe was on the other foot, Canadians would be laughed at and run out if we imposed our religion and moved in millions of people over a decade. Stole all the jobs, destroy industries with low cheap labour. Exactly what’s happening in Canada. Can’t even speak the damn language yet, we are racist for getting mad I have to repeat “large black coffee” 17 times just to get a Chai Tea with 5 sugars in it. Canada has gone to shit.
Identity Attack0.36702603
Insult0.5739874
Profanity0.39409557
Threat0.016292779
Severe Toxicity0.03321367
Moderate 0.57271194 Constructive 0.522 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
@14:50 the guy saying Hindus don't discriminate against other religions is lying through his teeth. Ask him if they would allow a >> 100 foot statue of Jesus or St Peter <<, or a new …
@14:50 the guy saying Hindus don't discriminate against other religions is lying through his teeth. Ask him if they would allow a >> 100 foot statue of Jesus or St Peter <<, or a new mosque in any major Indian city, maybe Delhi... they will lynch a christian in a blink of an eye if he tried it. Bunch of liars and sc8mer5 is what these guys are...🤬
Identity Attack0.46028158
Insult0.6149945
Profanity0.23083201
Threat0.2836219
Severe Toxicity0.05025077
Moderate 0.57271194 Moderate Con 0.31 Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Why the f*ck would you move to another part of the world and bring your country with you? The whole point of leaving your country is to start new and acclimatize to the country you've …
Why the f*ck would you move to another part of the world and bring your country with you? The whole point of leaving your country is to start new and acclimatize to the country you've moved to...🙄
Identity Attack0.104676254
Insult0.33154017
Profanity0.61633086
Threat0.009437286
Severe Toxicity0.072789766
Moderate 0.57271194 Moderate Con 0.387
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
40k+ international students dumped into the Cambridge/Guelph area in 1 year alone.. Wtf did they think would happen. The libs need a swift kick in the head for what they've done to Canada. 🤡🤡🤡 😡🤬
40k+ international students dumped into the Cambridge/Guelph area in 1 year alone.. Wtf did they think would happen. The libs need a swift kick in the head for what they've done to Canada. 🤡🤡🤡 😡🤬
Identity Attack0.12440576
Insult0.39743927
Profanity0.39409557
Threat0.56065804
Severe Toxicity0.16960317
Moderate 0.5721988 Moderate Con 0.351 Threat
Sep 10, 2025 Why Canadians Are Turning Against …
I would rather u play with my poo over playing with my children 😂 😂
I would rather u play with my poo over playing with my children 😂 😂
Identity Attack0.03636306
Insult0.2817503
Profanity0.39409557
Threat0.079364374
Severe Toxicity0.16960317
Moderate 0.5721988 Moderate Con 0.337 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Not a single Indian in Canada should be running as a politician the place would go to hell.
Not a single Indian in Canada should be running as a politician the place would go to hell.
Identity Attack0.55044734
Insult0.45758462
Profanity0.3866461
Threat0.10236332
Severe Toxicity0.06225512
Moderate 0.5721988 Low Con 0.209 Identity Attack Identity_Assertion
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dude said he would rather be in his country. Then what the f*** is he doing here.
Dude said he would rather be in his country. Then what the f*** is he doing here.
Identity Attack0.13377325
Insult0.37506318
Profanity0.57488567
Threat0.010447056
Severe Toxicity0.024960563
Moderate 0.5721988 Low Con 0.221 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, rude, and dirty. Would not go back.
Identity Attack0.5203519
Insult0.5739874
Profanity0.1067334
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.5721988 Constructive 0.538 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
silent racists if this white guy did it to black people the horror would have been international news
silent racists if this white guy did it to black people the horror would have been international news
Identity Attack0.58743036
Insult0.4302003
Profanity0.2263305
Threat0.040638234
Severe Toxicity0.05025077
Moderate 0.5716857 Low Con 0.185 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
And yet the liberals/ndp keep getting voted in.... I have no pity for the global landmass formally known as "canada". If I had the money I would have left this shithole 10 years ago.
And yet the liberals/ndp keep getting voted in.... I have no pity for the global landmass formally known as "canada". If I had the money I would have left this shithole 10 years ago.
Identity Attack0.18313584
Insult0.5130944
Profanity0.5188411
Threat0.011353259
Severe Toxicity0.02491361
Moderate 0.5716857 Moderate Con 0.318 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
WELL,SOME COMPANIES WILL SAY THAT IT WILL BE THE END OF CANADA IF THE TEMPORARY IMMIGRANTS HAVE TO LEAVE...WHAT ELSE,THEY WILL SAY THAT WE NEED TEMPORARY IMMIGRANTS BECAUSE...BECAUSE WHAT ?THAT'S "BULL SHIT".. IN 2023 AND …
WELL,SOME COMPANIES WILL SAY THAT IT WILL BE THE END OF CANADA IF THE TEMPORARY IMMIGRANTS HAVE TO LEAVE...WHAT ELSE,THEY WILL SAY THAT WE NEED TEMPORARY IMMIGRANTS BECAUSE...BECAUSE WHAT ?THAT'S "BULL SHIT".. IN 2023 AND BEFORE,WHO WAS WORKING AT WALMART,TIN HORTON,MCDONALD,GAS STATIONS AND OTHER PLACES ??YOU WILL SEE 95% OF CANADIANS AND ABOUT 5% OF TEMPORARY WORKERS ..I WOULD SAY THAT BETWEEN 50 AND 100 000 CANADIANS LOST THEIR JOBS TO FOREIGNERS !!!! THEY BRING IN 50 TO 100 000 FOREIGNERS AND SEND THE SAME AMOUNT OF CANADIANS ON EI OR ON WELFARE !!! WHO WERE THE GAINERS ? THE COMPANIES WHO HIRED THEM (WALMART,MACDONALD,GAS STATIONS,TIM HORTON,ND SO ON) AND THE TEMPORARY WORKERS....THESE PEOPLE SHOULD NOT HAVE BEEN HIRED IN ANY WAY !!!! SO,I DON'T GIVE A SHIT WHEN YOU SAY THAT MAYBE A MILLION WILL LOSE THEIR STATUS..CANADIANS COME FIRST AND WHEN IT'S IMPOSSIBLE TO FIND CANADIAN WORKERS,THEN THEY BRING FOREIGNERS ( IN THE FARMING ..
Identity Attack0.01580861
Insult0.050302777
Profanity0.50067884
Threat0.0009623418
Severe Toxicity0.000058776946
Moderate 0.5660313
Apr 21, 2025
wow, you would have thought the the cops could have gone to these What's up etc. themselves. They do give a shit. They would rather lie on TV that there are no illegals coming from …
wow, you would have thought the the cops could have gone to these What's up etc. themselves. They do give a shit. They would rather lie on TV that there are no illegals coming from Canada to the USA
Identity Attack0.31015682
Insult0.4339631
Profanity0.54024357
Threat0.010654188
Severe Toxicity0.02444411
Moderate 0.56269526 Low Con 0.267 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
Identity Attack0.015757138
Insult0.5130944
Profanity0.44431314
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.296 Insult
Dec 11, 2017 55 likes How much do refugees and …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am specifically talking about the youtuber here. This dude goes to India, to a remote village which people dont even know of, makes a video on "poop throwing festival in India" as his Title and then says Oh hey I havent said anything racist, umm well you havent (even if I ignore the word play you do) but you had several other topics that you could have covered in "India" and you exactly knew what was gonna happen when you would upload this video but you anyways did, so yes you are a racist, a smart one. And for the people saying "Indians are so proud of India but they don't want to live there", I mean people making this kinda comment can't even wrap their head around the fact that 1.5 B people are from India. So even a small fraction of that population would contribute towards a large migration, so no "Indians are so proud of India but they don't want to live there" is absolute bullshit. Now does that mean its a perfect country? Absolute Not and Neither is the country Developed, we are a developing economy and we have a long way to go. We have our own issue in this country and we are dealing with it. As for as people living in your countries are concerned, I would ask you to be as objective as possible in situation rather than being stereotypical. If you see a person doing bad thing, call them out, it doesnt matter whether they are "Indian" or otherwise.
Identity Attack0.44690517
Insult0.48228607
Profanity0.4131548
Threat0.063675895
Severe Toxicity0.20067264
Moderate 0.56269526 Constructive 0.714
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
Identity Attack0.5108175
Insult0.4794537
Profanity0.4001375
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.36 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Oh yeah Indians are using Curry as AK -7 and using their traditional wear as pistols against the superior white race, If I was dumb I would definitely term it as an "INVASION".
Oh yeah Indians are using Curry as AK -7 and using their traditional wear as pistols against the superior white race, If I was dumb I would definitely term it as an "INVASION".
Identity Attack0.55803186
Insult0.48627716
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.072789766
Moderate 0.5532103 Low Con 0.256 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop letting people in from Buttfuckistan who just want to import their incompatible culture and import people from nation’s with similar values instead. No Canadian would be having this anger if it was millions of …
Stop letting people in from Buttfuckistan who just want to import their incompatible culture and import people from nation’s with similar values instead. No Canadian would be having this anger if it was millions of Koreans or Italians… people who actually build nice things instead of slums.
Identity Attack0.46614665
Insult0.5130944
Profanity0.4193644
Threat0.010421164
Severe Toxicity0.15179962
Moderate 0.54325575 Low Con 0.29 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we cant live with each other I respect them. What I dont respect is mass African migration like un EU, that is crazy stuff. I would rather live in a acity with 100000 Indians than 10000 Africans because they are a fk ticking bomb, you never know if they stab someone or rap*. Indians are working, Africans cant do anything other than crimes IDK how some people still dont see this, just look at any country that took them, its same everywhere. I live in Czech Republic and we have like 10% of Vietnamese people and you dont even know they are here, all of them work, they are very polite and fit into our society very well...
Identity Attack0.5498214
Insult0.46173862
Profanity0.43669638
Threat0.3203622
Severe Toxicity0.23224458
Moderate 0.53579444 Constructive 0.713 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Damn if i knew you were in the gta i would came by and said hi
Damn if i knew you were in the gta i would came by and said hi
Identity Attack0.025203101
Insult0.24835461
Profanity0.6242122
Threat0.012233571
Severe Toxicity0.02420936
Moderate 0.52811706 Moderate Con 0.389 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Nothing would make me happier than having the ice guys from America drag these rats out.
Nothing would make me happier than having the ice guys from America drag these rats out.
Identity Attack0.28034934
Insult0.5678696
Profanity0.22889622
Threat0.18913531
Severe Toxicity0.023152983
Moderate 0.52272606 Low Con 0.203 Insult Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And …
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And i would and have fpu if they did it in front of me ya looser content "creator" . ffs
Identity Attack0.029402243
Insult0.5129801
Profanity0.3938786
Threat0.012803185
Severe Toxicity0.02383376
Moderate 0.52139956 Moderate Con 0.469 Insult Meta_Commentary
Aug 28, 2025 Why Canadians Are Turning Against …
Go figure how about that shitskins with 5000 years of perfected CORRUPTION do it again jeez who would of thought
Go figure how about that shitskins with 5000 years of perfected CORRUPTION do it again jeez who would of thought
Identity Attack0.23163283
Insult0.48313886
Profanity0.5013569
Threat0.03407705
Severe Toxicity0.16960317
Moderate 0.52139956 Low Con 0.116
Sep 30, 2025 IRCC Names India in Study …

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.