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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: "Indians are not dirty, and …" 100 comments · Page 2 of 4
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
Identity Attack0.6458014
Insult0.6308392
Profanity0.39026237
Threat0.040638234
Severe Toxicity0.22513679
Moderate 0.6989911 Constructive 0.551 Identity Attack Insult Fear_Threat
Sep 7, 2025 Why Canadians Are Turning Against …
Blaming immigrants instead of colonialism, capitalism, and failed policy is coward shit.. And, every group that ever immigrated was called dirty, criminal, and unassimilable : case in fact, the Irish, Italians, Jews, Chinese. Now it’s …
Blaming immigrants instead of colonialism, capitalism, and failed policy is coward shit.. And, every group that ever immigrated was called dirty, criminal, and unassimilable : case in fact, the Irish, Italians, Jews, Chinese. Now it’s Indians. same script, different target. Read history before you open your mouth
Identity Attack0.4830652
Insult0.6308392
Profanity0.541926
Threat0.02613456
Severe Toxicity0.16960317
Moderate 0.687436 Moderate Con 0.328 Insult Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Identity Attack0.6637263
Insult0.6336687
Profanity0.26463717
Threat0.13815513
Severe Toxicity0.23224114
Moderate 0.6852916 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Interesting bro, white people are so amazing puritanical saints and look at Indians dirty, brown shit eating, i am sure Indians must be filling the correction facilities in Canada and you aren't some opportunist, cashing …
Interesting bro, white people are so amazing puritanical saints and look at Indians dirty, brown shit eating, i am sure Indians must be filling the correction facilities in Canada and you aren't some opportunist, cashing in on the Indian or immigrant hate
Identity Attack0.6458014
Insult0.6099415
Profanity0.570067
Threat0.032005094
Severe Toxicity0.34950548
Moderate 0.6852916 Low Con 0.263 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
The cleaner Indians living amongst the dirty whites is diabolical😂😂😂😂😂
The cleaner Indians living amongst the dirty whites is diabolical😂😂😂😂😂
Identity Attack0.6649212
Insult0.54471385
Profanity0.3778404
Threat0.04686524
Severe Toxicity0.29621798
Moderate 0.6827122 Low Con 0.255 Identity Attack Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
"Indians are generally dirty people"!? Dude wtf.. You should try to use a bidet instead of toilet paper bruh
"Indians are generally dirty people"!? Dude wtf.. You should try to use a bidet instead of toilet paper bruh
Identity Attack0.55044734
Insult0.58196646
Profanity0.49259362
Threat0.013165667
Severe Toxicity0.19149859
Moderate 0.6827122 Moderate Con 0.301 Identity Attack Insult Humor_Satire
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
08:03 He looking dirty don't have shower for couple of days homeless and says Indians are dirty😂😂😂😂😂😂
08:03 He looking dirty don't have shower for couple of days homeless and says Indians are dirty😂😂😂😂😂😂
Identity Attack0.55044734
Insult0.5145894
Profanity0.3051381
Threat0.017846745
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.264 Identity Attack Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
😅😆😁😄😃😀🤣 0:12 "Indians are generally a dirty People"..."they don't seem to be eating poo"
😅😆😁😄😃😀🤣 0:12 "Indians are generally a dirty People"..."they don't seem to be eating poo"
Identity Attack0.55044734
Insult0.5130944
Profanity0.41375932
Threat0.024753258
Severe Toxicity0.2322566
Moderate 0.65996873 Low Con 0.221 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
“The Indians are generally a dirty people.” Tyler trying his hardest not to laugh.
“The Indians are generally a dirty people.” Tyler trying his hardest not to laugh.
Identity Attack0.6649212
Insult0.6120431
Profanity0.25915453
Threat0.009696201
Severe Toxicity0.16960317
Moderate 0.65996873 Moderate Con 0.337 Identity Attack Insult Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
Identity Attack0.61901736
Insult0.5130944
Profanity0.33258784
Threat0.011922873
Severe Toxicity0.16960317
Moderate 0.6544696 Moderate Con 0.305 Identity Attack Insult Unverified_Claim
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
please dont associate sikhs and indians together most indians that come to canada and especially in Brampton and Surrey BC they are khalistanis and indians DO NOT WANT KHALISTAN its is a wannab be a …
please dont associate sikhs and indians together most indians that come to canada and especially in Brampton and Surrey BC they are khalistanis and indians DO NOT WANT KHALISTAN its is a wannab be a terrorist group do not accosiate hindus and innocent sikhs with dirty kahlistanis
Identity Attack0.6649212
Insult0.5739874
Profanity0.25275812
Threat0.04524883
Severe Toxicity0.18844056
Moderate 0.6544696 Moderate Con 0.419 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
0:17 but you guys whose ancestors came from Europe to colonize canada, seem to be licking a$$holes with your tongue, but I've never seen an indian to do so. So who's dirty and rubbish now?
0:17 but you guys whose ancestors came from Europe to colonize canada, seem to be licking a$$holes with your tongue, but I've never seen an indian to do so. So who's dirty and rubbish now?
Identity Attack0.44690517
Insult0.6308392
Profanity0.39409557
Threat0.01750142
Severe Toxicity0.16960317
Moderate 0.6491204 Low Con 0.259 Insult Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
brown who isn’t Indian, get all the looks idek live in Brampton man, people from Brampton are Disrespectful Rude dirty dishonest scammers bad drivers and very loud! I got scammed when i bought my R6, …
brown who isn’t Indian, get all the looks idek live in Brampton man, people from Brampton are Disrespectful Rude dirty dishonest scammers bad drivers and very loud! I got scammed when i bought my R6, never dealing again
Identity Attack0.46050715
Insult0.6308392
Profanity0.2661081
Threat0.01508414
Severe Toxicity0.16960317
Moderate 0.63782936 Moderate Con 0.492 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
To the good fellow Canadians. It's still in our hands. Do not hire an immigrant without citizenship. Just don't anymore. Don't hire a new Indian. You can vet their desire to assimilate to our Canadian …
To the good fellow Canadians. It's still in our hands. Do not hire an immigrant without citizenship. Just don't anymore. Don't hire a new Indian. You can vet their desire to assimilate to our Canadian culture by having them speak to a reliable older immigrant that you already know and trust. Do not hire someone through a reference otherwise. Keep supporting our own people. Do it quietly. These dirty bastards will leave
Identity Attack0.5135796
Insult0.6407567
Profanity0.42990944
Threat0.0347677
Severe Toxicity0.13336399
Moderate 0.63782936 Constructive 0.608 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
These indians go to canada and drive and make street dirty like its india- no respect at all. Also biggest scammer, i hope this traffickers get jailed
These indians go to canada and drive and make street dirty like its india- no respect at all. Also biggest scammer, i hope this traffickers get jailed
Identity Attack0.61901736
Insult0.5739874
Profanity0.24341469
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.6342749 Low Con 0.285 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Pedophile race is calling Indians dirty and his racism shown with an uplifting music.. thats western world for you..
Pedophile race is calling Indians dirty and his racism shown with an uplifting music.. thats western world for you..
Identity Attack0.58743036
Insult0.5130944
Profanity0.36230123
Threat0.09776353
Severe Toxicity0.23224114
Moderate 0.6289369 Low Con 0.122 Identity Attack Insult Unverified_Claim
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
The indians are very dirty back home and think they can be as dirty in canada which is wrong. Indians need to stop making other places as dirty as their home.
The indians are very dirty back home and think they can be as dirty in canada which is wrong. Indians need to stop making other places as dirty as their home.
Identity Attack0.6320481
Insult0.5543018
Profanity0.19278693
Threat0.009178371
Severe Toxicity0.104393706
Moderate 0.6289369 Moderate Con 0.32 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my …
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my country's well-being like a SLAVE!? 😒 The Colonial mindset still continues..There will always be people like him..💀 I am not defending Indians but without the immigration you won't survive sir! You in your Christmas pyjamas won't get any presents if they don't work for your dirty work stu*id!!
Identity Attack0.48915586
Insult0.6306599
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.22513679
Moderate 0.62702215 Moderate Con 0.481 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Nobody is dirty And this mentality that indians eat poop Is super racist coming from people who eat everything in an animals body I could have knocked the teeth out of his mouth for saying …
Nobody is dirty And this mentality that indians eat poop Is super racist coming from people who eat everything in an animals body I could have knocked the teeth out of his mouth for saying that
Identity Attack0.46028158
Insult0.5130944
Profanity0.42709363
Threat0.44942492
Severe Toxicity0.34950548
Moderate 0.61223894 Moderate Con 0.393 Insult Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
😂😂😂😂😂😂😂😂 Dude said Indians are generally a “Dirty People” 😂 😂😂😂😂😂😂
😂😂😂😂😂😂😂😂 Dude said Indians are generally a “Dirty People” 😂 😂😂😂😂😂😂
Identity Attack0.58354634
Insult0.48569724
Profanity0.30690086
Threat0.013321015
Severe Toxicity0.16960317
Moderate 0.60311776 Low Con 0.191 Identity Attack Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I am from Pakistan yes indians are dirty 😂
I am from Pakistan yes indians are dirty 😂
Identity Attack0.6458014
Insult0.61794597
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.45185554
Moderate 0.6027529 Moderate Con 0.391 Identity Attack Insult Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
I know what that guy meant in the helmet when he said dirty Indians
I know what that guy meant in the helmet when he said dirty Indians
Identity Attack0.6007182
Insult0.5239335
Profanity0.36230123
Threat0.019746035
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.344 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and …
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and the number of "white" people with piss in their pants i've seen is crazy . Stop racially profiling people it's never fun when it's done pointing at you, just so you know.
Identity Attack0.5502601
Insult0.48675314
Profanity0.5249258
Threat0.04233929
Severe Toxicity0.19761463
Moderate 0.60254884 Constructive 0.502 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Identity Attack0.6458014
Insult0.54471385
Profanity0.32479182
Threat0.013631714
Severe Toxicity0.16960317
Moderate 0.6020386 Constructive 0.517 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What's wrong about Indians living in other countries. Not every indians are dirty and throws trash everywhere. They smell different than Americans cuz of the geographical reason. Most of the European citizens are also dirty …
What's wrong about Indians living in other countries. Not every indians are dirty and throws trash everywhere. They smell different than Americans cuz of the geographical reason. Most of the European citizens are also dirty they don't even wash their hands after going to the bathroom they just wipe their a*s with just a paper that doesn't even clean it. In the end every one is human
Identity Attack0.5203519
Insult0.48399165
Profanity0.54024357
Threat0.039947584
Severe Toxicity0.18538254
Moderate 0.60152835 Constructive 0.578 Identity Attack Moral_Argument
Feb 21, 2026 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.