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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: "How can be ppl from …" 156 comments · Page 1 of 7
The guy on the bike was actually disgusting./. To say that Africans have low intelligence is INSANE!! And for you the creator of this content laughing like an asshole is equally annoying. Yt ppl need …
The guy on the bike was actually disgusting./. To say that Africans have low intelligence is INSANE!! And for you the creator of this content laughing like an asshole is equally annoying. Yt ppl need to understand they are not superior they are not smarter than anyone else. I have my own issues with Indians because many of them are racist towards blacks but they have the right to be whenever they want. Yt ppl are the problem!!!!! Unfollowing this dumb ass page.
Identity Attack0.57150364
Insult0.7497506
Profanity0.68353343
Threat0.08856395
Severe Toxicity0.45895407
Toxic 0.88599813 Moderate Con 0.483 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get …
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get accepted by white ppl
Identity Attack0.55044734
Insult0.7090544
Profanity0.7785769
Threat0.02924249
Severe Toxicity0.35368225
Toxic 0.85850734 Low Con 0.265 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
😂😂😂😂😂😂😂 ooooo you yt ppl !!! STFU !!! WE WORLD WIDE IN ALL YOUR BACKYARDS 😂😂😂😂😂😂 SUCKERS !!! CHIPPEWA FIRST NATIONS !!!
😂😂😂😂😂😂😂 ooooo you yt ppl !!! STFU !!! WE WORLD WIDE IN ALL YOUR BACKYARDS 😂😂😂😂😂😂 SUCKERS !!! CHIPPEWA FIRST NATIONS !!!
Identity Attack0.28034934
Insult0.65865606
Profanity0.5865656
Threat0.06432246
Severe Toxicity0.50703704
Toxic 0.8540474 Low Con 0.152 Insult Humor_Satire
Sep 3, 2025 Why Canadians Are Turning Against …
Black guy dumb canada doesnt hve culture ppl fir themselves
Black guy dumb canada doesnt hve culture ppl fir themselves
Identity Attack0.6853638
Insult0.75027496
Profanity0.39409557
Threat0.013702838
Severe Toxicity0.26766825
Toxic 0.82048255 Low Con 0.21 Identity Attack Insult Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
i didnt know white ppl have iq to flim video, bloody dumb retards btw your pale body is way bright for my eyes,
i didnt know white ppl have iq to flim video, bloody dumb retards btw your pale body is way bright for my eyes,
Identity Attack0.65625757
Insult0.6798578
Profanity0.5188411
Threat0.09623027
Severe Toxicity0.39194742
Toxic 0.78855824 Low Con 0.194 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
The Whyte guy talking is absolute trash..🚮 he sounds like he has an IQ of 20 and yet he talks down on ppl with 70’s.. what a buffoon..
The Whyte guy talking is absolute trash..🚮 he sounds like he has an IQ of 20 and yet he talks down on ppl with 70’s.. what a buffoon..
Identity Attack0.46614665
Insult0.7657292
Profanity0.36230123
Threat0.013165667
Severe Toxicity0.16960317
Toxic 0.7701451 Low Con 0.243 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Here on the west coast its the same shit. These Indian guys in construction piss in water bottles and leave it in units, shit in bathtubs and none of them wear deodorant. Its fckin FOUL. …
Here on the west coast its the same shit. These Indian guys in construction piss in water bottles and leave it in units, shit in bathtubs and none of them wear deodorant. Its fckin FOUL. We also have serious crime here because of them. Extortion cases, gang shootings, polluting the community with drugs. Dumptruck drivers who operate trucks with serious mechanical problems risking ppl's lives. My friend works for Commercial Vehicle Safety Enforcement and says they are the biggest offenders on the road by far!! Majority of them are really nice people but when the government allows tens of thousands to flood the place the numbers of scumbags go up.
Identity Attack0.56445944
Insult0.6120431
Profanity0.70864636
Threat0.13815513
Severe Toxicity0.44787344
Toxic 0.7675452 Constructive 0.636 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Identity Attack0.5135796
Insult0.6677319
Profanity0.4840093
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.75208336 Moderate Con 0.487 Identity Attack Insult Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada …
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada is completely fucked and run by demons.
Identity Attack0.6458014
Insult0.65129566
Profanity0.6001929
Threat0.11922921
Severe Toxicity0.34938923
Toxic 0.75208336 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Identity Attack0.37012735
Insult0.5130944
Profanity0.68353343
Threat0.045572113
Severe Toxicity0.16960317
Toxic 0.7252971 Low Con 0.24 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
as a Native American (indigenous, whatever the fuck ppl call us), being born and raised in Canada, i want these Indians, OUT of Canada.
as a Native American (indigenous, whatever the fuck ppl call us), being born and raised in Canada, i want these Indians, OUT of Canada.
Identity Attack0.6853638
Insult0.5678696
Profanity0.6242122
Threat0.05203775
Severe Toxicity0.35148153
Toxic 0.7105462 Moderate Con 0.392 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
No we don't they are disgusting. And can't drive ppl hate going anywhere close to durka land .the crime the scamers.. we hate the smell they are rude horrible ppl ... crime and scams
No we don't they are disgusting. And can't drive ppl hate going anywhere close to durka land .the crime the scamers.. we hate the smell they are rude horrible ppl ... crime and scams
Identity Attack0.26494437
Insult0.6798578
Profanity0.2882351
Threat0.031314444
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.418 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world …
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world but confusion.
Identity Attack0.6458014
Insult0.56997263
Profanity0.39409557
Threat0.012906751
Severe Toxicity0.16960317
Moderate 0.6852916 Low Con 0.191 Identity Attack Insult Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
Identity Attack0.6728028
Insult0.5130944
Profanity0.20016506
Threat0.34804323
Severe Toxicity0.31905776
Moderate 0.6852916 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
4:08 that's beyond disrespectful and racist and how much a ppl can have hate towards anybody disgusting 🤢
4:08 that's beyond disrespectful and racist and how much a ppl can have hate towards anybody disgusting 🤢
Identity Attack0.2839175
Insult0.5130944
Profanity0.3283819
Threat0.039602257
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.373 Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian hank you to bringing awareness to this. They are good ppl (sometimes) but there way of life is fucking disgusting
As a Canadian hank you to bringing awareness to this. They are good ppl (sometimes) but there way of life is fucking disgusting
Identity Attack0.10221587
Insult0.44464502
Profanity0.7673477
Threat0.008065036
Severe Toxicity0.059217658
Moderate 0.65996873 Constructive 0.531
Jan 27, 2026 Inside Canada's Indian Invasion...
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for …
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for a long time until the new ppl started showing up. Aside from that these videos make ppl who lived here for generations also look bad. A sikh solider on 1 stamp and everyone started freaking out without knowing context. Everyday i see ppl blaming the action of 1 person on everyone, culture, and etc. I see ppl actively lying and many ppl actaully believing in jt. These ppl highlight only the bad as the biggest picture leaving out the actual story.
Identity Attack0.40713623
Insult0.5270482
Profanity0.55356324
Threat0.045895394
Severe Toxicity0.35058254
Moderate 0.6544696 Constructive 0.59 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
Identity Attack0.28034934
Insult0.6370372
Profanity0.36230123
Threat0.010964886
Severe Toxicity0.08069076
Moderate 0.64447093 Moderate Con 0.344 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why does their god look half Ape… but ppl try to put this mess on Blacks … they are worshipping their lineage
Why does their god look half Ape… but ppl try to put this mess on Blacks … they are worshipping their lineage
Identity Attack0.6007182
Insult0.5130944
Profanity0.36230123
Threat0.02613456
Severe Toxicity0.19149859
Moderate 0.63782936 Low Con 0.195 Identity Attack Insult Unverified_Claim
Feb 19, 2026 Inside Canada's Indian Invasion...
Watching from south Africa 🇿🇦🇿🇦.. our country is dirty bkos of foreigners. Eish this ppl are dirty
Watching from south Africa 🇿🇦🇿🇦.. our country is dirty bkos of foreigners. Eish this ppl are dirty
Identity Attack0.58354634
Insult0.5678696
Profanity0.3290656
Threat0.04132889
Severe Toxicity0.21902075
Moderate 0.6342749 Moderate Con 0.363 Identity Attack Insult Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
TYPICAL WHITE MAN ASKING ALL THESE WEIRD QUESTIONS ABOUT OTHER RACES BUT NEVER ASKED AMY QUESTIONS ABOUT WHITE PPL AND THE FACT THAT U ALLOWED THAT HONKY TO SAY FALSE THINGS ABOUT THE AFRICANS SAYING …
TYPICAL WHITE MAN ASKING ALL THESE WEIRD QUESTIONS ABOUT OTHER RACES BUT NEVER ASKED AMY QUESTIONS ABOUT WHITE PPL AND THE FACT THAT U ALLOWED THAT HONKY TO SAY FALSE THINGS ABOUT THE AFRICANS SAYING THEY ARE STUPID AND CANT HOLD AN MC DONALDS JOB REFLECTS HOW U FEEL ABOUT THE AFRICANS WHEN CERTAIN PARTS OF AFRICA THEIR IQ LEVELS ARE HIGHER THAN JAPAN AND CHINA THEN HE SAID RXPE IS APART OF THEIR CULTURE WHEN LAST TIME I CHECKED WHITE PPL WENT ALL AROUND THE WORLD RXPING WOMEN ESPECIALLY HERE IN AMERICA HOW DID TAKE OVER THIS LAND? BY FORCE AND RXPE WAS APART OF THAT PROCESS!!! IM NOT ADVOCATING FOR THE AFRICANS IM NOT AFRICAN BUT I HAVE TO SIDE WITH THE TRUTH U OWE THE TRUTH TO YOUR AUDIENCE NOT PROPAGANDA HOMIE!!! -SOUTH CENTRAL B.ROB
Identity Attack0.5948528
Insult0.5497792
Profanity0.39409557
Threat0.07399795
Severe Toxicity0.349738
Moderate 0.6308517 Moderate Con 0.33 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada has fallen 😢 by dirty country ppl 🤢. Throw them away from Canada. T
Canada has fallen 😢 by dirty country ppl 🤢. Throw them away from Canada. T
Identity Attack0.5689151
Insult0.5723624
Profanity0.2268346
Threat0.27637172
Severe Toxicity0.16960317
Moderate 0.6289369 Low Con 0.221 Identity Attack Insult Fear_Threat
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
I just see a lot of racist and bitter white ppl in this video
I just see a lot of racist and bitter white ppl in this video
Identity Attack0.5983441
Insult0.46476576
Profanity0.26621178
Threat0.015429466
Severe Toxicity0.070156105
Moderate 0.6027529 Moderate Con 0.361 Identity Attack
Oct 10, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
i dont have to watch this video to know you’re ignorant and someone ppl should have never platformed
i dont have to watch this video to know you’re ignorant and someone ppl should have never platformed
Identity Attack0.037136484
Insult0.57566804
Profanity0.24438259
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.219 Insult Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? do they genuinely think all immigrants from india are asylum seekers and nobody comes via visa, like are they that idiotic? do you see how these ppl immediately seek some kind of high ground? its disgusting to me Indian people probably do bring a 100 problems with them, I won't argue on this. But then its the job of the ppl of the country to pressure their government to stop immigration by changing the immigration policy. There's no point in directing your racist resentment at a group of people for just following whats legally allowed
Identity Attack0.5135796
Insult0.57566804
Profanity0.4756165
Threat0.07323132
Severe Toxicity0.16960317
Moderate 0.60254884 Constructive 0.612 Identity Attack Insult
Nov 24, 2025 1 likes 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.