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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: "This is an invasion and …" 400 comments · Page 2 of 16
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
Identity Attack0.6649212
Insult0.6261769
Profanity0.27747265
Threat0.2836219
Severe Toxicity0.34981552
Toxic 0.71760553 Low Con 0.266 Identity Attack Insult Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
We’re included because we’ve allowed a complete invasion of Canada. This country is a dump now
We’re included because we’ve allowed a complete invasion of Canada. This country is a dump now
Identity Attack0.08631197
Insult0.49050716
Profanity0.044978045
Threat0.0042478936
Severe Toxicity0.00005283969
Toxic 0.71330714 Fear_Threat
Dec 14, 2025
Invasion? are you serious? Indians eating poo? problematic video aff.
Invasion? are you serious? Indians eating poo? problematic video aff.
Identity Attack0.57150364
Insult0.5130944
Profanity0.4242778
Threat0.042662576
Severe Toxicity0.24482845
Moderate 0.687436 Low Con 0.165 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
SEND THEM BACK TO THEIR OWN COUNTRY...ITS NOT BEEING RACIST ITS COMMKNSENSE.ENOUGH OF THESE INVASION SPREDING THEIR WITCHRUFTS.....THEY HATE WHOTE PEOPLE.THEY ARE MORE RACIST THEN WHITE....MY BIGGEST MISSTSKE TO MARRY WITH AN INDI..N.EVER SINCE I …
SEND THEM BACK TO THEIR OWN COUNTRY...ITS NOT BEEING RACIST ITS COMMKNSENSE.ENOUGH OF THESE INVASION SPREDING THEIR WITCHRUFTS.....THEY HATE WHOTE PEOPLE.THEY ARE MORE RACIST THEN WHITE....MY BIGGEST MISSTSKE TO MARRY WITH AN INDI..N.EVER SINCE I MET HIM MY LIFE WENT DOWN.YHEY ONLY USE,ABUSE WHOTE EUROPEAN WOMEN.
Identity Attack0.6649212
Insult0.5130944
Profanity0.33376193
Threat0.34804323
Severe Toxicity0.3536391
Moderate 0.6863638 Moderate Con 0.374 Identity Attack Insult Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
An AIDs infested drug dealing Brazilian Mongrel Junkie speaking of Invasion. Brazilians are mixed including the ones who look 'white' which is why even other 'White' South Americans look down on them. Stay away from …
An AIDs infested drug dealing Brazilian Mongrel Junkie speaking of Invasion. Brazilians are mixed including the ones who look 'white' which is why even other 'White' South Americans look down on them. Stay away from HIV Junkie Oliveira.
Identity Attack0.61901736
Insult0.6261769
Profanity0.33453682
Threat0.0475118
Severe Toxicity0.3525603
Moderate 0.68408644 Low Con 0.283 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Identity Attack0.6007182
Insult0.6336687
Profanity0.36230123
Threat0.018882722
Severe Toxicity0.21902075
Moderate 0.6827122 Moderate Con 0.315 Identity Attack Insult Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada …
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada into a communist country with the progressive liberals
Identity Attack0.6778536
Insult0.6099415
Profanity0.196476
Threat0.020609349
Severe Toxicity0.1762085
Moderate 0.6744087 Moderate Con 0.334 Identity Attack Insult Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are …
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are the biggest thieves & Invaders in Human History... Truth is Truth.
Identity Attack0.5948528
Insult0.6370372
Profanity0.26621178
Threat0.09623027
Severe Toxicity0.23225316
Moderate 0.6611249 Low Con 0.256 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
A quand l'invasion de ta connerie ?
A quand l'invasion de ta connerie ?
Identity Attack0.022188433
Insult0.6798578
Profanity0.6983885
Threat0.060443077
Severe Toxicity0.35368225
Moderate 0.6611249 Low Con 0.187 Insult Fear_Threat
Feb 22, 2026 Inside Canada's Indian Invasion...
Wtf When white europians captured whole north america and wipeing all native peoples that's 3:45 not invasion bro the wtf if indians are coming invasion 😂
Wtf When white europians captured whole north america and wipeing all native peoples that's 3:45 not invasion bro the wtf if indians are coming invasion 😂
Identity Attack0.57554024
Insult0.40975618
Profanity0.49576873
Threat0.071698055
Severe Toxicity0.33047765
Moderate 0.6588125 Low Con 0.205 Identity Attack Moral_Argument
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Identity Attack0.4482637
Insult0.5130944
Profanity0.5865656
Threat0.023889944
Severe Toxicity0.23225145
Moderate 0.6544696 Constructive 0.713 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake …
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake diploma mills, fake refugee status) fine them, imprison them, then deport and ban them from entering again. Then go after the people who are avoiding their orders to leave. In my view, the vast majority who are here from India has been through fraud. "refugee" my ass. Get them out
Identity Attack0.46028158
Insult0.5239335
Profanity0.48510036
Threat0.16699752
Severe Toxicity0.16960317
Moderate 0.64447093 Constructive 0.518 Insult Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Oh, Tyler Oliveira—you sniveling, camera-clutching clown from the States, desperately chasing clicks by dunking on India like it's your ticket to relevance. You slither into our sacred festivals, twist them into your racist freak shows, …
Oh, Tyler Oliveira—you sniveling, camera-clutching clown from the States, desperately chasing clicks by dunking on India like it's your ticket to relevance. You slither into our sacred festivals, twist them into your racist freak shows, and call it "content"? That Gorehabba video where you mocked an ancient Karnataka ritual as the "sh***iest experience" of your life? Pathetic. You got roasted so hard by millions of Indians that you cried uncle, doxxed and threatened, begging for mercy while scrapping your whole "documentary." Then you pivot to whining about "Canada's Indian Invasion," painting hardworking Indians as some horde overwhelming your precious borders—only for YouTube to smack it down before you reuploaded your bile. Newsflash, you bottom-feeding provocateur: India's not your punchline. We're the eternal empire that's outlasted losers like you for millennia. Time to school your ignorant ass on why you should've stayed in your mom's basement—India, the unstoppable tiger that could crush your entire "career" without noticing. Let's start with the obvious: scale, you microscopic meme. India's a juggernaut with 1.45 billion souls, a population exploding with talent and tenacity, projected to dominate the world demo while your declining West scrambles for immigrants to wipe its ass. We're bigger than your wildest fever dreams—3.287 million square kilometers of epic diversity, from Himalayan fortresses to tech hubs that power the globe. You? A solo YouTuber with a few million subs, hiding behind a mic, peddling poop jokes because real journalism's too hard. Your "exposés" on cow dung rituals or urine therapy? Cherry-picked trash from one village, ignoring that India's the cradle of civilization— inventors of zero, yoga, and chess when your ancestors were grunting in caves. You sensationalize our extremes to feed your racist fanbase, but guess what? We own the narrative now; your videos get mass-reported and buried because 1.5 billion of us don't play. Economy? You love ranting about H-1B visas and Indians "invading" jobs—cry harder, Tyler. India's GDP is blasting past $4 trillion, eyeing $10 trillion by 2030, with 7% growth that laps your stagnant economy. We're the world's startup unicorn factory, with giants like Reliance and Tata that could buy your channel for chump change. Indian CEOs run Google, Microsoft, and half of Silicon Valley—your tech overlords are us, bro. And those "invasions" you fear? We're the brains keeping Canada and the US afloat; without Indian talent, your countries would crumble into irrelevance. Your anti-Indian rants on visas? Just salty jealousy from a guy whose "content" relies on AI-generated slop and hate bait. Keep mocking; we'll keep innovating and out-earning you. Power? Don't make me laugh. India's military is a nuclear-armed beast: $80+ billion budget, 1.4 million troops, hypersonic missiles, and carriers that could sail circles around your non-existent army. We're ranked top 4 globally in firepower, staring down real threats while you play pretend journalist in safe suburbs. You "fight" with a camera; we'd "eat you up" with one viral backlash—remember how we turned your life into "a living hell" with reports and threats? That's just a taste; cross us again, and your channel's toast. But we're merciful giants—unlike you, we don't need to stoop to your level. Our people? Unbreakable legends. A mosaic of 2,000+ ethnic groups, 22 languages, and faiths that birthed Buddhism, Hinduism, and the world's largest democracy. Bollywood crushes your Hollywood knockoffs; our cuisine, from biryani to butter chicken, rules global menus while you gag on sensationalized "poop" stories. We've conquered empires—the Mughals, British—and risen stronger, while you're just another white dude profiting off exoticism. Racist? Check your mirror; your videos drip with disdain for "third-world" vibes, but India's soft power—cricket, curry, tech—owns the planet. You called our festival "humanity's extinction" risk? Nah, that's your career after we expose your bigotry. So, Tyler, tuck your tail and run. Apologize for your propaganda, delete your trash, and stick to interviewing rednecks. India's not your playground; we're the big daddy that broke you once and can do it again. Stay scared, clown. Jai Hind!
Identity Attack0.44690517
Insult0.67254376
Profanity0.4177144
Threat0.10542984
Severe Toxicity0.34942797
Moderate 0.64447093 Constructive 0.512 Insult Meta_Commentary
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Crazy just like the UK with the Muslim invasion …
Crazy just like the UK with the Muslim invasion …
Identity Attack0.6458014
Insult0.54471385
Profanity0.18233459
Threat0.012699619
Severe Toxicity0.07542343
Moderate 0.6426206 Low Con 0.19 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
From Western Sydney to Sacramento California fuq the invasion it's Western Culture
From Western Sydney to Sacramento California fuq the invasion it's Western Culture
Identity Attack0.39773783
Insult0.42367843
Profanity0.6242122
Threat0.016465442
Severe Toxicity0.19149859
Moderate 0.6342749 Low Con 0.292
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
U know Cannada how cannada always supported Kh@l!stan radicals even when india warned now suffer lil bro 🥀 get ur ass on. This "Indian" invasion cuz they'll create c@nnada into K@hal!stan
U know Cannada how cannada always supported Kh@l!stan radicals even when india warned now suffer lil bro 🥀 get ur ass on. This "Indian" invasion cuz they'll create c@nnada into K@hal!stan
Identity Attack0.5135796
Insult0.5130944
Profanity0.5150164
Threat0.16383497
Severe Toxicity0.34935045
Moderate 0.6308517 Low Con 0.152 Identity Attack Insult Unverified_Claim
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Happening here in the US and nobody has been held accountable! The sick part is there’s millions of retards who support this invasion
Happening here in the US and nobody has been held accountable! The sick part is there’s millions of retards who support this invasion
Identity Attack0.4830652
Insult0.6120431
Profanity0.39409557
Threat0.0130621
Severe Toxicity0.1597006
Moderate 0.60311776 Low Con 0.22 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Identity Attack0.57150364
Insult0.54525656
Profanity0.15019037
Threat0.009023022
Severe Toxicity0.104393706
Moderate 0.6027529 Low Con 0.261 Identity Attack Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
I hate the American invasion even more. Go back to your country.
I hate the American invasion even more. Go back to your country.
Identity Attack0.58354634
Insult0.36798462
Profanity0.2347036
Threat0.045895394
Severe Toxicity0.06225512
Moderate 0.60254884 Low Con 0.26 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is being ruined and attacked from all sides. Good exposé. Indian food ain't worth the cost. Nor this invasion. Retarded indeed.
Canada is being ruined and attacked from all sides. Good exposé. Indian food ain't worth the cost. Nor this invasion. Retarded indeed.
Identity Attack0.5039629
Insult0.58196646
Profanity0.26189584
Threat0.032005094
Severe Toxicity0.02491361
Moderate 0.5972042 Low Con 0.248 Identity Attack Insult Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
For this cheap, disgusting YouTuber, any non-white settlement is an invasion, but for him, European immigrants living in any individual town is not an illegal invasion.
For this cheap, disgusting YouTuber, any non-white settlement is an invasion, but for him, European immigrants living in any individual town is not an illegal invasion.
Identity Attack0.5135796
Insult0.5423875
Profanity0.2980872
Threat0.013165667
Severe Toxicity0.05742428
Moderate 0.5921536 Low Con 0.226 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
INDIA AND CANADA =POOPED INVASION .....GO INDIA PLEASE
INDIA AND CANADA =POOPED INVASION .....GO INDIA PLEASE
Identity Attack0.58354634
Insult0.5130944
Profanity0.2761231
Threat0.02855184
Severe Toxicity0.2281948
Moderate 0.5885171 Low Con 0.205 Identity Attack Insult Fear_Threat
Feb 17, 2026 Inside Canada's Indian Invasion...
Why dont you go to Palestine and ask the natives about the European and white settlers invasion you hypocrite you.
Why dont you go to Palestine and ask the natives about the European and white settlers invasion you hypocrite you.
Identity Attack0.44690517
Insult0.5935568
Profanity0.18417911
Threat0.011715741
Severe Toxicity0.023076924
Moderate 0.5885171 Low Con 0.203 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Europe’s trash taking about invasion 😂😂
Europe’s trash taking about invasion 😂😂
Identity Attack0.46028158
Insult0.5130944
Profanity0.36230123
Threat0.013165667
Severe Toxicity0.051147457
Moderate 0.57271194 Low Con 0.113 Insult Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 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.