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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "You are just a racist …" 1,070 comments · Page 13 of 43
I swear canadians are more racists than americans
I swear canadians are more racists than americans
Identity Attack0.60238177
Insult0.48228607
Profanity0.17055123
Threat0.009126588
Severe Toxicity0.029626917
Moderate 0.5885171 Low Con 0.289 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. …
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. All Indian immigrants work gard and pay taxes. He is a racist.
Identity Attack0.4830652
Insult0.5723624
Profanity0.094542764
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.389 Insult Unverified_Claim
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
You shoulda hid his face he looks so racist 😭😭
You shoulda hid his face he looks so racist 😭😭
Identity Attack0.30256465
Insult0.489133
Profanity0.24341469
Threat0.13279422
Severe Toxicity0.16760159
Moderate 0.5885171 Low Con 0.279 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect …
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect on yourself and your morals.
Identity Attack0.61901736
Insult0.489133
Profanity0.2188925
Threat0.02682521
Severe Toxicity0.14916596
Moderate 0.5885171 Moderate Con 0.425 Identity Attack Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Most of the comment are racist but let's take those white supremacist to muslim ghettos
Most of the comment are racist but let's take those white supremacist to muslim ghettos
Identity Attack0.6106996
Insult0.45135358
Profanity0.26735115
Threat0.05753354
Severe Toxicity0.09385906
Moderate 0.5885171 Low Con 0.204 Identity Attack Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of my country, your disgusting religion and culture is not welcome here. You will not be tolerated by the people. The government may welcome you, the people will not. You'll have to cull the white population in Canada to silence this movement against Muslim immigrants. Worthless people with no humanity, not even for each other, they only care about their religion and nothing else. Calling them human I think at this point is a stretch. My cat has more emotional maturity and regulation then Muslims. Absolutely vile "people".
Identity Attack0.58743036
Insult0.5678696
Profanity0.19524631
Threat0.10389658
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.431 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Dear Indian people you're racist for preventing a crippled Canadian born Indian from getting a job!
Dear Indian people you're racist for preventing a crippled Canadian born Indian from getting a job!
Identity Attack0.58354634
Insult0.5130944
Profanity0.17055123
Threat0.01187109
Severe Toxicity0.048457388
Moderate 0.584095 Moderate Con 0.301 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
While there are a few racist people in Canada, the majority of Canadians and the Canadian government have no room for such racist. You didn't pull it off today, you racist.Get out of here
While there are a few racist people in Canada, the majority of Canadians and the Canadian government have no room for such racist. You didn't pull it off today, you racist.Get out of here
Identity Attack0.44690517
Insult0.5739874
Profanity0.09001675
Threat0.011172019
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.355 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh see folks another racist video to get clicks. Riding the gravy train of hating brown people
Oh see folks another racist video to get clicks. Riding the gravy train of hating brown people
Identity Attack0.57957685
Insult0.40243408
Profanity0.2453505
Threat0.043955702
Severe Toxicity0.035007052
Moderate 0.584095 Low Con 0.176 Identity Attack
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I WANT ALL IMMIGRATION FROM INDIA......STOPPED! These people are racist against white people....and are only here to take instead of giving.
I WANT ALL IMMIGRATION FROM INDIA......STOPPED! These people are racist against white people....and are only here to take instead of giving.
Identity Attack0.6007182
Insult0.42367843
Profanity0.14402086
Threat0.024753258
Severe Toxicity0.06101104
Moderate 0.584095 Moderate Con 0.328 Identity Attack
Jul 7, 2025 1 likes How Canada broke its immigration …
FYI, The worst class of Indians are going to Canada btw, my reply to that racist guy.
FYI, The worst class of Indians are going to Canada btw, my reply to that racist guy.
Identity Attack0.55044734
Insult0.5130944
Profanity0.11539881
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.5779532 Low Con 0.276 Identity Attack Insult Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
the corrupt liberals have been calling Canadians names such as racist, with all kinds of phobias for 15 years, stand up Canada against this silly name calling and ignore it
the corrupt liberals have been calling Canadians names such as racist, with all kinds of phobias for 15 years, stand up Canada against this silly name calling and ignore it
Identity Attack0.29798782
Insult0.6306599
Profanity0.12551236
Threat0.009178371
Severe Toxicity0.021031776
Moderate 0.5779532 Low Con 0.251 Insult Policy_Critique
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
You’re a racist
You’re a racist
Identity Attack0.36942887
Insult0.5239335
Profanity0.26624632
Threat0.010369381
Severe Toxicity0.028730227
Moderate 0.5779532 Low Con 0.277 Insult Meta_Commentary
Feb 12, 2026 9 likes Inside Canada's Indian Invasion...
5:36 Man this guy is so racist. Even the racist guy doesn't have much bad to say.
5:36 Man this guy is so racist. Even the racist guy doesn't have much bad to say.
Identity Attack0.3802808
Insult0.4596616
Profanity0.2347036
Threat0.025271246
Severe Toxicity0.03590374
Moderate 0.5779532 Low Con 0.255 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
such racists. imagine how the native people felt when the europeans showed up and took over the whole country instead of a fricking city. jeezus.
such racists. imagine how the native people felt when the europeans showed up and took over the whole country instead of a fricking city. jeezus.
Identity Attack0.44690517
Insult0.5130944
Profanity0.42185885
Threat0.011508608
Severe Toxicity0.05832097
Moderate 0.5779532 Low Con 0.195 Insult
Oct 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
Identity Attack0.5983441
Insult0.27763805
Profanity0.2395431
Threat0.11309616
Severe Toxicity0.16960317
Moderate 0.5779532 Moderate Con 0.35 Identity Attack Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Indians - if you don't allow us to take over your country u are racist
Indians - if you don't allow us to take over your country u are racist
Identity Attack0.55044734
Insult0.45758462
Profanity0.21997347
Threat0.013372798
Severe Toxicity0.09649272
Moderate 0.57271194 Low Con 0.228 Identity Attack
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What with that thumbnail? You are literally a racist.
What with that thumbnail? You are literally a racist.
Identity Attack0.28034934
Insult0.5678696
Profanity0.17566866
Threat0.009437286
Severe Toxicity0.023076924
Moderate 0.57271194 Low Con 0.187 Insult Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Most racist youtuber
Most racist youtuber
Identity Attack0.39461556
Insult0.43296707
Profanity0.26603898
Threat0.018019408
Severe Toxicity0.0394905
Moderate 0.57271194 Moderate Con 0.334
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
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...
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. …
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. I'm probably smarter than him. some africans being illiterate doesn't make them stupid and indians don't eat poop. leaving what he said in the video without calling it out looks like you agree. every group has bad drivers. every group has bad people- like the biker guy. stop the stereotype. imagine judging all white people off the biker guy. that’s what you’re doing. it’s not fair.
Identity Attack0.4911651
Insult0.5130944
Profanity0.40878695
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.661 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That lady is a racist
That lady is a racist
Identity Attack0.41222036
Insult0.5362655
Profanity0.2801717
Threat0.011715741
Severe Toxicity0.027833538
Moderate 0.5721988 Moderate Con 0.304 Insult Meta_Commentary
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
Identity Attack0.6227552
Insult0.47384647
Profanity0.104876526
Threat0.027515862
Severe Toxicity0.02458496
Moderate 0.5721988 Moderate Con 0.321 Identity Attack Fear_Threat
Feb 14, 2026 Canada's tighter immigration policy divides …
I love how racist canadians here are talking about canadian culture, like they are first peoples of Canada who speak Siouan or inuit. Most of your ancestors slaughtered natives or carried out forced assimilation. Indians …
I love how racist canadians here are talking about canadian culture, like they are first peoples of Canada who speak Siouan or inuit. Most of your ancestors slaughtered natives or carried out forced assimilation. Indians who immigrated there aren't gonna take your Tim Hortons or gonna make you chant "Hare Krishna". Bunch of racist edgelords.
Identity Attack0.55044734
Insult0.5362655
Profanity0.09260304
Threat0.025616571
Severe Toxicity0.02449106
Moderate 0.5716857 Moderate Con 0.405 Identity Attack Insult Moral_Argument
Feb 24, 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.