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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: "I had 8 so were …" 215 comments · Page 1 of 9
8:20 u fukkkkin racist white people , they're not more terrible than you
8:20 u fukkkkin racist white people , they're not more terrible than you
Identity Attack0.77429146
Insult0.78882504
Profanity0.78491896
Threat0.11769595
Severe Toxicity0.5843659
Toxic 0.944597 Low Con 0.228 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
8:50 CANADIANS HAVE TO DESTROY THAT INDIA STATUE IN BRAMPTON + WE HAVE TO DEPORT THOSE F0CKING PIECES OF SH!T CRIMINALS! + THOSE F0CKING PIECES OF SH!T INDOO , AFRICANS AND ISLAM DOESN'T KNOW HOW …
8:50 CANADIANS HAVE TO DESTROY THAT INDIA STATUE IN BRAMPTON + WE HAVE TO DEPORT THOSE F0CKING PIECES OF SH!T CRIMINALS! + THOSE F0CKING PIECES OF SH!T INDOO , AFRICANS AND ISLAM DOESN'T KNOW HOW TO DRIVE! THEY SHOULDN'T HAVE NO F0CKING COMMERCIAL DRIVER LICENCE!
Identity Attack0.80378765
Insult0.78565484
Profanity0.83974665
Threat0.4430943
Severe Toxicity0.641557
Toxic 0.93383175 Moderate Con 0.303 Identity Attack Insult Call_To_Action
Feb 26, 2026 Inside Canada's Indian Invasion...
8:28 Kick all of them, they are not Indians. THROW THEM IN THE OCEAN.. Fcuking Khalistanis..
8:28 Kick all of them, they are not Indians. THROW THEM IN THE OCEAN.. Fcuking Khalistanis..
Identity Attack0.7499929
Insult0.65129566
Profanity0.7246992
Threat0.6738745
Severe Toxicity0.61260825
Toxic 0.9061063 Low Con 0.234 Identity Attack Insult Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
Identity Attack0.5135796
Insult0.5543018
Profanity0.7466957
Threat0.027688526
Severe Toxicity0.44787344
Toxic 0.8629672 Moderate Con 0.434 Identity Attack Insult Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
8:57 that’s racist you are dirty you clean ass with tissues rather then water, you don’t bath gor days we bath daily
8:57 that’s racist you are dirty you clean ass with tissues rather then water, you don’t bath gor days we bath daily
Identity Attack0.3817989
Insult0.6051471
Profanity0.5722072
Threat0.100830056
Severe Toxicity0.44787344
Toxic 0.85173553 Low Con 0.273 Insult Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
8% is a bullshit number
8% is a bullshit number
Identity Attack0.01766643
Insult0.39743927
Profanity0.86331284
Threat0.0073789097
Severe Toxicity0.09385906
Toxic 0.7761081 Low Con 0.138
Oct 1, 2025 IRCC Names India in Study …
8:55 did you wash you butt buddy? Indians did. They are cleaner than you. They don’t eat dead animal like you. Yeah?
8:55 did you wash you butt buddy? Indians did. They are cleaner than you. They don’t eat dead animal like you. Yeah?
Identity Attack0.46028158
Insult0.5678696
Profanity0.5188411
Threat0.15434735
Severe Toxicity0.35368225
Toxic 0.743089 Low Con 0.231 Insult
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Taylor really like you bro you are sick 🤢 to protect your culture it's easy to blame indian but you can't fight with muslims 😂 that's why your targeting indian you are coward 8:59 8:59
Taylor really like you bro you are sick 🤢 to protect your culture it's easy to blame indian but you can't fight with muslims 😂 that's why your targeting indian you are coward 8:59 8:59
Identity Attack0.5274064
Insult0.6308392
Profanity0.33317488
Threat0.065292306
Severe Toxicity0.20373066
Toxic 0.72028047 Low Con 0.298 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they supply to the punjab through pakistan border all the Punjabi singer who live in canada are also part of it,so being racists towards indian will not help you ask your government to take action on them and return them to indian government
Identity Attack0.5135796
Insult0.5678696
Profanity0.50818664
Threat0.10542984
Severe Toxicity0.35368225
Toxic 0.72028047 Moderate Con 0.35 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
Identity Attack0.24801466
Insult0.5130944
Profanity0.5013569
Threat0.055270568
Severe Toxicity0.35515398
Toxic 0.718943 Low Con 0.144 Insult Unverified_Claim
Feb 21, 2026 2 likes Inside Canada's Indian Invasion...
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what …
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what the fuck happened to my province. When I was young we had multiculturalism but this is different. As an adult I look around and we have an Indian invasion. Let’s be clear. It’s not Asians or blacks or whatever. It’s shit tons of Indians and yes they are ruining Canada.
Identity Attack0.6637263
Insult0.5678696
Profanity0.6672561
Threat0.061089642
Severe Toxicity0.35368225
Toxic 0.718943 Moderate Con 0.496 Identity Attack Insult Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
8:25 this guy was honest lmao I can agree. Africans are not good!
8:25 this guy was honest lmao I can agree. Africans are not good!
Identity Attack0.7426507
Insult0.47787863
Profanity0.29279903
Threat0.03856628
Severe Toxicity0.23226519
Toxic 0.7105462 Moderate Con 0.435 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
Identity Attack0.47178617
Insult0.71120167
Profanity0.12220735
Threat0.0091524795
Severe Toxicity0.027833538
Moderate 0.6989911 Low Con 0.193 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
@8:55... they walk naked inside the home and you walk naked on the street. First you change you old hypocrite....
@8:55... they walk naked inside the home and you walk naked on the street. First you change you old hypocrite....
Identity Attack0.0233943
Insult0.71120167
Profanity0.2424468
Threat0.016465442
Severe Toxicity0.023223408
Moderate 0.6827122 Low Con 0.119 Insult Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We hate you too 8:15 raw bacon🐷
We hate you too 8:15 raw bacon🐷
Identity Attack0.2964622
Insult0.45135358
Profanity0.30161268
Threat0.06432246
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.301 Humor_Satire
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for going against the political agenda, as we just saw, I think we're worse off than Russia right now, Canada is disgusting me. And II am born and raised here and a veteran, what the fuck is going on here?😮
Identity Attack0.5135796
Insult0.5130944
Profanity0.5643384
Threat0.33294448
Severe Toxicity0.23223428
Moderate 0.6611249 Constructive 0.561 Identity Attack Insult Unverified_Claim
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew the figure. this is the way liberals answer questions Just like the head Jystin Trudeau Ang Mr Carney remmber the phrase from Trudeau 10 years Ago "THE BOOK WILL BALANCE ITSELF" SO MANY IDIOT WHO VOTED FOR THIS KIND of mentality leader.
Identity Attack0.038167715
Insult0.71120167
Profanity0.26463717
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.65996873 Moderate Con 0.353 Insult
Sep 30, 2025 IRCC Names India in Study …
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
Identity Attack0.0775651
Insult0.4747285
Profanity0.33434898
Threat0.012337137
Severe Toxicity0.1465323
Moderate 0.6491204 Moderate Con 0.305 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
8:52 their god looks like a Monkey
8:52 their god looks like a Monkey
Identity Attack0.4054415
Insult0.57566804
Profanity0.39026237
Threat0.0113014765
Severe Toxicity0.16960317
Moderate 0.6491204 Low Con 0.199 Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
8:32 polish man, bro you are standing naked, and giving interview and calling other people dirty... bro's claim "they don't work" your uber driver was working lol. and wtf with the line "they all look …
8:32 polish man, bro you are standing naked, and giving interview and calling other people dirty... bro's claim "they don't work" your uber driver was working lol. and wtf with the line "they all look alike" lol, that's racism you can get sued on this btw.
Identity Attack0.29188538
Insult0.4534306
Profanity0.41194582
Threat0.05268431
Severe Toxicity0.16960317
Moderate 0.61223894 Constructive 0.526 Moral_Argument
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
8:07 bro that chicks jacket is fkn sick! 🔥
8:07 bro that chicks jacket is fkn sick! 🔥
Identity Attack0.10221587
Insult0.40698266
Profanity0.47435758
Threat0.018019408
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.423 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
8:55 doesn't like Indians because they walk around naked, says the half naked guy 🤭
8:55 doesn't like Indians because they walk around naked, says the half naked guy 🤭
Identity Attack0.55044734
Insult0.40243408
Profanity0.33453682
Threat0.054947287
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.194 Identity Attack
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And I say, "well done". You need to prove your worth or you should get out. No mercy to the scums and liars.
Identity Attack0.018269362
Insult0.6798578
Profanity0.22321637
Threat0.01119791
Severe Toxicity0.017222947
Moderate 0.6027529 Constructive 0.647 Insult
Dec 26, 2025 Deportations From Canada at Their …
8:20 this video is full of racist people
8:20 this video is full of racist people
Identity Attack0.44690517
Insult0.40243408
Profanity0.2600683
Threat0.025098583
Severe Toxicity0.08069076
Moderate 0.60254884 Low Con 0.229 Meta_Commentary
Jan 28, 2026 3 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.