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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: "Watched this once and I …" 374 comments · Page 2 of 15
As a Canadian, I'm just gonna close my eyes. I don't wanna watch this… Four syllables Ass. Im a late Motherf$&kers
As a Canadian, I'm just gonna close my eyes. I don't wanna watch this… Four syllables Ass. Im a late Motherf$&kers
Identity Attack0.21075934
Insult0.40975618
Profanity0.61633086
Threat0.100830056
Severe Toxicity0.18538254
Moderate 0.6611249 Moderate Con 0.357
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The United Nations identified India as the second most corrupt country on Earth.......and North America imports them by the millions......Are we stupid? Watch the documentary movie "Gods of the New Age!"
The United Nations identified India as the second most corrupt country on Earth.......and North America imports them by the millions......Are we stupid? Watch the documentary movie "Gods of the New Age!"
Identity Attack0.46028158
Insult0.6675394
Profanity0.30690086
Threat0.009074804
Severe Toxicity0.023246882
Moderate 0.65996873 Low Con 0.19 Insult Unverified_Claim
Feb 8, 2026 Inside Canada's Indian Invasion...
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
Identity Attack0.2823795
Insult0.37619758
Profanity0.43554106
Threat0.028379176
Severe Toxicity0.18844056
Moderate 0.6588125 Low Con 0.249 Humor_Satire
Feb 3, 2026 Inside Canada's Indian Invasion...
White people watching child p, grapping kids and having a history of colonization and unhygenic practices talking about indian people? White people wwre shitting and piss8ng in buckets and throwing them out onto the court …
White people watching child p, grapping kids and having a history of colonization and unhygenic practices talking about indian people? White people wwre shitting and piss8ng in buckets and throwing them out onto the court yards.
Identity Attack0.5983441
Insult0.50440645
Profanity0.57236236
Threat0.13815513
Severe Toxicity0.3493117
Moderate 0.6491204 Low Con 0.267 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
What a load of rubbish. After watching the video, I had to sit back and wonder if these people are ignorant or if they are intentionally trying to fool us. I happen to believe its …
What a load of rubbish. After watching the video, I had to sit back and wonder if these people are ignorant or if they are intentionally trying to fool us. I happen to believe its the later. Angela Merkel destroyed Europe using similar propaganda. Now it has come to Canada .
Identity Attack0.11744241
Insult0.6675394
Profanity0.20262444
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.63782936 Moderate Con 0.423 Insult
Nov 12, 2017 51 likes How much do refugees and …
GOVERNMENT SCREWED UP, CANADA IS GOING TO BE IN HUGE TROUBLE NOW AND IN THE FUTURE. CANADA IS NOW THE NEW INDIA. CANT SPEAK ENGLISH, CANT FOLLOW THE RULES, THEY WANT TO CHANGE CANADA. POPULATION …
GOVERNMENT SCREWED UP, CANADA IS GOING TO BE IN HUGE TROUBLE NOW AND IN THE FUTURE. CANADA IS NOW THE NEW INDIA. CANT SPEAK ENGLISH, CANT FOLLOW THE RULES, THEY WANT TO CHANGE CANADA. POPULATION WILL EXPLODE JUST LIKE INDIA. ITS A NUMBERS GAME....WATCH AND SEE, GARBAGE EVERYWHERE, CANADA WILL TURN INTO A THIRD WORLD COUNTRY LIKE INDIA. SO DO YOU WANT TO BE A CANADIAN OR INDIA???? CANADA IS MUCH BETTER THATS WHY THEY CAME HERE SO DON'T FORGET WHY YOU LEFT YOUR COUNTRY!!!!!!!!!
Identity Attack0.55011386
Insult0.5739874
Profanity0.26802593
Threat0.025271246
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.267 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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...
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. …
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. You won't find too many South Indians, they are educated, they genuinely come to study or work in high skilled jobs and immigrate back to India later on
Identity Attack0.57150364
Insult0.5015486
Profanity0.5381406
Threat0.11309616
Severe Toxicity0.2733782
Moderate 0.60311776 Constructive 0.593 Identity Attack Insult Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
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...
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Identity Attack0.23998553
Insult0.44802538
Profanity0.5643384
Threat0.010110466
Severe Toxicity0.10702737
Moderate 0.6027529 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Gavin and Tanner are so mad these days that Ashley and Jennifer have rejected them lol its kinda funny to watch the plight of uropian settler colonists, these neanderthal dna carrying dirty asses dingleberries from …
Gavin and Tanner are so mad these days that Ashley and Jennifer have rejected them lol its kinda funny to watch the plight of uropian settler colonists, these neanderthal dna carrying dirty asses dingleberries from cold uropian caves gotta be curbed along with their pdf illic abrahamic religions
Identity Attack0.54996765
Insult0.5678696
Profanity0.46222726
Threat0.32665333
Severe Toxicity0.34962174
Moderate 0.6027529 Low Con 0.206 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
The bike guy needs his own YouTube channel (he'd get banned immediately) and I would watch it every fu**ing day.
The bike guy needs his own YouTube channel (he'd get banned immediately) and I would watch it every fu**ing day.
Identity Attack0.035331827
Insult0.37619758
Profanity0.6528205
Threat0.019055385
Severe Toxicity0.052940834
Moderate 0.6027529 Moderate Con 0.316 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
2:30 wtf tyler i have been watching u since a long time, why do u have to show a dirty part of punjab. Show the golden temple, stop feeding hate towards our country. L man
2:30 wtf tyler i have been watching u since a long time, why do u have to show a dirty part of punjab. Show the golden temple, stop feeding hate towards our country. L man
Identity Attack0.2795294
Insult0.43158367
Profanity0.46460027
Threat0.022335978
Severe Toxicity0.16960317
Moderate 0.6020386 Moderate Con 0.471 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture …
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture a lot of them are gunna think the rules out here are ridiculous
Identity Attack0.5485698
Insult0.5130944
Profanity0.36230123
Threat0.025961896
Severe Toxicity0.16960317
Moderate 0.60152835 Low Con 0.3 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Its so unfortunate and infuriating seeing Canada stock pile low grade humans and watching them scam their wash into everything single benefit from our government and call us stupid because we are honest and work …
Its so unfortunate and infuriating seeing Canada stock pile low grade humans and watching them scam their wash into everything single benefit from our government and call us stupid because we are honest and work hard. Shame
Identity Attack0.18158256
Insult0.6308392
Profanity0.2298641
Threat0.008556974
Severe Toxicity0.019998873
Moderate 0.5885171 Moderate Con 0.362 Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
fk its entertaining watching this mofo say all the things "youre not supposed to" in a progressive society.
fk its entertaining watching this mofo say all the things "youre not supposed to" in a progressive society.
Identity Attack0.10221587
Insult0.4710501
Profanity0.5724795
Threat0.014566151
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.218 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you one Damm thing, not one of these Indians are on governments benefits, they are working their socks off unlike others from a certain religion such as the recent Minnesota problem. Furthermore how many own a house there as compared to what you people call a Canadian white person, it will be interesting to know the facts. And no the heavens didn’t open up on them with gold coins raining on their heads 😂. Here in London you get the same occasional problem where non educated white people start to moan and can’t tell the difference between an Indian person or Pakistani, by the way Indians own the most homes in London have a think why!! They actually go out and work and want to achieve something In life!!
Identity Attack0.57150364
Insult0.54471385
Profanity0.39409557
Threat0.013528148
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.635 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Then you move out of the city to avoid them and theyre now moving out of the city. Canada is absolute trash. As a native american who was already treated like a immigrant in canada. …
Then you move out of the city to avoid them and theyre now moving out of the city. Canada is absolute trash. As a native american who was already treated like a immigrant in canada. I cant wait to watch it burn. I'll still be here when the smoke clears.
Identity Attack0.50588524
Insult0.5678696
Profanity0.20016506
Threat0.34804323
Severe Toxicity0.070156105
Moderate 0.584095 Moderate Con 0.466 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S …
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S are here and I blame the GOV for not doing their due diligence and especially when I wrote multiple emails to the immigrations FRAUDULENT department more then once and when these ppl moved here it was like slap in the face.. THANK YOU CANADA
Identity Attack0.35299334
Insult0.5130944
Profanity0.43744424
Threat0.27637172
Severe Toxicity0.16960317
Moderate 0.5721988 Constructive 0.55 Insult Personal_Narrative
Sep 6, 2025 3 likes Why Canadians Are Turning Against …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each country you could literally find numerous cultures and languages. Even within the same culture or family, two people aren't alike. This is why I watch YouTube videos that showcase Africa, because ignorance exists and has real-world consequences. Imagine that guy in HR, he'll obviously deny you a job if he learns that you're from Africa because he believes you're not intelligent.
Identity Attack0.5135796
Insult0.5678696
Profanity0.17473823
Threat0.015256803
Severe Toxicity0.02406851
Moderate 0.56269526 Constructive 0.698 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Can't wait to watch this. As a Canadian, absolutely nothing makes (most of) us angrier than this _disgusting_ third-world invasion. 👎
Can't wait to watch this. As a Canadian, absolutely nothing makes (most of) us angrier than this _disgusting_ third-world invasion. 👎
Identity Attack0.50515604
Insult0.54471385
Profanity0.15635987
Threat0.010239923
Severe Toxicity0.023106033
Moderate 0.55739564 Moderate Con 0.401 Identity Attack Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I completely dislike anything to do with Hinduism. Having to see those ugly stranges images and listen to their terrible singing or chants made it very difficult for me to watch this short video clip. …
I completely dislike anything to do with Hinduism. Having to see those ugly stranges images and listen to their terrible singing or chants made it very difficult for me to watch this short video clip. It's awful!
Identity Attack0.44690517
Insult0.45135358
Profanity0.30866358
Threat0.016292779
Severe Toxicity0.045767322
Moderate 0.5566829 Moderate Con 0.5 Identity_Assertion
Nov 16, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
After watching this video, and then reading the comments i think I know what the problem is, its RACISM, people just dont like seeing so many people of different color, ofcourse mass immigration will bring …
After watching this video, and then reading the comments i think I know what the problem is, its RACISM, people just dont like seeing so many people of different color, ofcourse mass immigration will bring a lot of people, in this case it was Indians/pakistanis/bangladeshis, and its true out of so many immigrants some will choose wrong things to do(there are bad fishes in every pond), but isnt it true for everyone, even white people do the same shit, but the issue here which is concerning to everybody why a different race is here, the feel like its no more like canada used to be cuz brown people are here, but they forget white people also immigrated at one point of time to these lands. And also is nobody seeing the second part of the video where these people have temples giving out free food to so so many people. In my honest opinion, this rant of people is just glorified wrapper of RACISM which people dont wanna say out loud.
Identity Attack0.5051593
Insult0.40698266
Profanity0.4894185
Threat0.04718852
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.668 Identity Attack
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These videos are clickbait. People assimilate and they take care of cities. These kinds of videos are just for creator to gain views and earn money. I don’t know how stupid people are to watch …
These videos are clickbait. People assimilate and they take care of cities. These kinds of videos are just for creator to gain views and earn money. I don’t know how stupid people are to watch and fall for such videos. Currently youtube, google is working as villian for society. Along with other social media
Identity Attack0.08087392
Insult0.5130944
Profanity0.3778404
Threat0.010757755
Severe Toxicity0.023076924
Moderate 0.5532103 Moderate Con 0.34 Insult Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
Identity Attack0.55044734
Insult0.3388922
Profanity0.20262444
Threat0.02181799
Severe Toxicity0.043077253
Moderate 0.52272606 Low Con 0.165 Identity Attack Humor_Satire
Jan 28, 2026 1 likes 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.