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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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Search comment text, filter by category or toxicity level
Active: Tox: 0.5 – 1 4,704 comments · Page 117 of 189
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Identity Attack0.6413409
Insult0.46923602
Profanity0.2600683
Threat0.05236103
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.22 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Shame on all you "Canadians" in the comments. Real Canadians do not claim you racists. Disgusting video spreading misinfo, and hate. people like you are worsening the hate and racism in this country. "The greatest …
Shame on all you "Canadians" in the comments. Real Canadians do not claim you racists. Disgusting video spreading misinfo, and hate. people like you are worsening the hate and racism in this country. "The greatest illusion of this world is the illusion of separation. Things you think are separate and different are actually one and the same. We are all one people. but live as if divided." Again shame on all you blatant racists and bigots in the comments!!
Identity Attack0.48915586
Insult0.6120431
Profanity0.091633186
Threat0.010343489
Severe Toxicity0.023927659
Moderate 0.60254884 Moderate Con 0.428 Insult Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts …
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts out of there. Dodgy people they will corrupt this gorgeous country. I know few of them and have e posed them to the immigration too. Where is the bloody immigration now
Identity Attack0.41975367
Insult0.5393265
Profanity0.48510036
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.458 Insult Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
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...
THEY POOP AND EAT IT. LOL
THEY POOP AND EAT IT. LOL
Identity Attack0.027011903
Insult0.344702
Profanity0.45028755
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.173 Unverified_Claim
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Brampton used to be the lovely city. Mow is just garbage
Brampton used to be the lovely city. Mow is just garbage
Identity Attack0.094936445
Insult0.6308392
Profanity0.27747265
Threat0.006912862
Severe Toxicity0.020644438
Moderate 0.60254884 Moderate Con 0.33 Insult Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I hate how many indians have infested our country, make cost of living skyrocket. Its not racist, its just straight facts.
I hate how many indians have infested our country, make cost of living skyrocket. Its not racist, its just straight facts.
Identity Attack0.65625757
Insult0.46327567
Profanity0.29209393
Threat0.09316374
Severe Toxicity0.23224458
Moderate 0.60254884 Moderate Con 0.466 Identity Attack Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indians work and contribute to the community tf is these white peoples problem
Indians work and contribute to the community tf is these white peoples problem
Identity Attack0.60238177
Insult0.4555076
Profanity0.45028755
Threat0.013321015
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.351 Identity Attack Identity_Assertion
Feb 19, 2026 2 likes Inside Canada's Indian Invasion...
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
Identity Attack0.55011386
Insult0.5270482
Profanity0.5365423
Threat0.033386398
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.403 Identity Attack Insult Identity_Assertion
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is happening yet you guys went to the ozark community and tried to frame them as idiots. All anglo communities are happening because of mass immigration.
This is happening yet you guys went to the ozark community and tried to frame them as idiots. All anglo communities are happening because of mass immigration.
Identity Attack0.46028158
Insult0.6051471
Profanity0.37202835
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.60254884 Moderate Con 0.316 Insult Unverified_Claim
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Being racist against Indians and not wanting them in your country because they are Indian, is ok
Being racist against Indians and not wanting them in your country because they are Indian, is ok
Identity Attack0.65625757
Insult0.35849577
Profanity0.25184435
Threat0.2566701
Severe Toxicity0.19761463
Moderate 0.60254884 Low Con 0.279 Identity Attack Identity_Assertion
Feb 18, 2026 5 likes Inside Canada's Indian Invasion...
Обожнюю дублювання українською 😂 хахаха
Обожнюю дублювання українською 😂 хахаха
Identity Attack0.5689151
Insult0.5130944
Profanity0.36452284
Threat0.064969026
Severe Toxicity0.50703704
Moderate 0.60254884 Low Con 0.268 Identity Attack Insult Meta_Commentary
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Canada is turning into an absolute shithole country. They destroyed our small towns by flooding them with addicts and drugs, the create turf wars among various groups from around the world in our major cities. …
Canada is turning into an absolute shithole country. They destroyed our small towns by flooding them with addicts and drugs, the create turf wars among various groups from around the world in our major cities. The country is destroyed in 10 years. That's all it took. 10 years to destroy a once great nation.
Identity Attack0.44690517
Insult0.5497792
Profanity0.44890457
Threat0.047835086
Severe Toxicity0.1597006
Moderate 0.60254884 Moderate Con 0.375 Insult
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
What do you expect. Were outnumbered in our own country. Canadian won't be the language. The Muslims are very mean. And Indians take all the jobs. And hate us.
What do you expect. Were outnumbered in our own country. Canadian won't be the language. The Muslims are very mean. And Indians take all the jobs. And hate us.
Identity Attack0.6649212
Insult0.47357693
Profanity0.1612468
Threat0.013269233
Severe Toxicity0.04397394
Moderate 0.60254884 Constructive 0.509 Identity Attack Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Can you do a video on Markham in Canada ? it’s literally China 🇨🇳 Not to promote anything but white boy here is jumping on the bandwagon of hate to get attention. It’s not write …
Can you do a video on Markham in Canada ? it’s literally China 🇨🇳 Not to promote anything but white boy here is jumping on the bandwagon of hate to get attention. It’s not write to promote slurs against a community! there are plenty of nasty and disgusting people in every race, including yours boy
Identity Attack0.5135796
Insult0.6109131
Profanity0.21781154
Threat0.013217449
Severe Toxicity0.02514347
Moderate 0.60254884 Moderate Con 0.365 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
T H I R D W O R L D A P E M A N N E R I S M 🙈 🙉 🙊 💩
T H I R D W O R L D A P E M A N N E R I S M 🙈 🙉 🙊 💩
Identity Attack0.57150364
Insult0.5130944
Profanity0.45706853
Threat0.13785169
Severe Toxicity0.45895407
Moderate 0.60254884 Low Con 0.215 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
DEPORT THIS RATS INTO THEIR BOX 😂
DEPORT THIS RATS INTO THEIR BOX 😂
Identity Attack0.18705739
Insult0.6261769
Profanity0.30690086
Threat0.13815513
Severe Toxicity0.07805709
Moderate 0.60254884 Low Con 0.109 Insult Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
they trash India and then come here because India is trashed
they trash India and then come here because India is trashed
Identity Attack0.55044734
Insult0.49389273
Profanity0.36099523
Threat0.04167421
Severe Toxicity0.18232453
Moderate 0.60254884 Low Con 0.15 Identity Attack Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
These racists cowards would rather stay silent and let their communities be overrun by muslim immigrants who forms gangs, deal drugs and groom poor young women, than live around and look at brown people. The …
These racists cowards would rather stay silent and let their communities be overrun by muslim immigrants who forms gangs, deal drugs and groom poor young women, than live around and look at brown people. The guy who said he faced discrimination standing in a line while a lady was served first (lol) should know mostly Indians dont run butcher shops, those must be Pakistani or smth
Identity Attack0.5983441
Insult0.56997263
Profanity0.3122265
Threat0.085497424
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.479 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
What the FUC* is going on with Canada, I had no idea this was going on, STOP IT NOW CANADA, stop them from taking over Canada !
What the FUC* is going on with Canada, I had no idea this was going on, STOP IT NOW CANADA, stop them from taking over Canada !
Identity Attack0.18546575
Insult0.36939126
Profanity0.57488567
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.303 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
que gente tan fea
que gente tan fea
Identity Attack0.1294935
Insult0.65865606
Profanity0.33141375
Threat0.007857903
Severe Toxicity0.023293832
Moderate 0.60254884 Moderate Con 0.318 Insult Unverified_Claim
Feb 4, 2026 Inside Canada's Indian Invasion...
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
Identity Attack0.6007182
Insult0.5130944
Profanity0.37923992
Threat0.022853967
Severe Toxicity0.20984669
Moderate 0.60254884 Low Con 0.292 Identity Attack Insult Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? do they genuinely think all immigrants from india are asylum seekers and nobody comes via visa, like are they that idiotic? do you see how these ppl immediately seek some kind of high ground? its disgusting to me Indian people probably do bring a 100 problems with them, I won't argue on this. But then its the job of the ppl of the country to pressure their government to stop immigration by changing the immigration policy. There's no point in directing your racist resentment at a group of people for just following whats legally allowed
Identity Attack0.5135796
Insult0.57566804
Profanity0.4756165
Threat0.07323132
Severe Toxicity0.16960317
Moderate 0.60254884 Constructive 0.612 Identity Attack Insult
Nov 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Liberals destroy everything they touch and tbe retards will keep voting for them #albertaindependence NOW
Liberals destroy everything they touch and tbe retards will keep voting for them #albertaindependence NOW
Identity Attack0.4453683
Insult0.6149945
Profanity0.36230123
Threat0.05753354
Severe Toxicity0.04666401
Moderate 0.60254884 Low Con 0.136 Insult Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.