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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

click to expand

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: "Alright 👍 👌" 14 comments
5:18 yeah that guy is white trash alright, just as he described himself. He thinks rape is not ok to indians? Or that they're not even lower intelligence?
5:18 yeah that guy is white trash alright, just as he described himself. He thinks rape is not ok to indians? Or that they're not even lower intelligence?
Identity Attack0.61901736
Insult0.6099415
Profanity0.473824
Threat0.29834318
Severe Toxicity0.35368225
Toxic 0.72028047 Low Con 0.238 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
"we have the more upper indians" "some indian shitting on a bus the other day" alright mate
"we have the more upper indians" "some indian shitting on a bus the other day" alright mate
Identity Attack0.6007182
Insult0.48627716
Profanity0.64657205
Threat0.12076248
Severe Toxicity0.2847981
Moderate 0.6852916 Moderate Con 0.306 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
“The Africans are not intelligent” alright bro🥀
“The Africans are not intelligent” alright bro🥀
Identity Attack0.7063701
Insult0.5130944
Profanity0.2376073
Threat0.020954676
Severe Toxicity0.19149859
Moderate 0.6588125 Low Con 0.224 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but …
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but immigration of Judeo-Christian Europeans who all assimilated into Canadian Culture. In the last 3 decades they have been trying to destroy that Canada by bringing in people from everywhere but Judeo-Christian nations with nothing in common with that Canadian culture and trying to force Canadians to accept being replaced by non assimilating 2nd, 3rd and 4th world Rodents who try to turn the country into the shitholes they ran from. You can lie all you want. Canada is finished if they don't deport everything that came in illegally under Trudeau and Harper that have been allowed to discriminate openly along with the women against the White males that created everything. That is what's happened in Canada, not the BS you spew here. Deport them all and Make Canada Canada again. One last point, foreign students have been the biggest nothingness brought in. Canadian kids get excluded because the foreign student pays twice the tuition, that's the only reason they are brought in. The majority make nothing better and disrespect the country openly, daily. That is the truth about Canada and immigration.
Identity Attack0.11307524
Insult0.32162124
Profanity0.013995135
Threat0.0039436007
Severe Toxicity0.0041283946
Moderate 0.5240014
Apr 14, 2025
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little …
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little bit of spice in the soup is alright, too much the soup is ruined, mass immigration has ruined Canada, we want them gone!
Identity Attack0.39461556
Insult0.22770336
Profanity0.021330157
Threat0.1284288
Severe Toxicity0.02296847
Moderate 0.37751234 Moderate Con 0.48 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
That one bald polish dude in the same sentence: “they don’t work, they work for cash and they work for other Indians” alright so do they work or not then?
That one bald polish dude in the same sentence: “they don’t work, they work for cash and they work for other Indians” alright so do they work or not then?
Identity Attack0.35299334
Insult0.24928534
Profanity0.06946823
Threat0.008556974
Severe Toxicity0.010528564
Moderate 0.3281604 Low Con 0.272
Sep 18, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
I've never seen a guy so over it yet so accepting of his racism and being alright with it on camera 😂 what an aura
I've never seen a guy so over it yet so accepting of his racism and being alright with it on camera 😂 what an aura
Identity Attack0.14875233
Insult0.14512913
Profanity0.06145202
Threat0.008686432
Severe Toxicity0.00793457
Low Tox 0.26104406 Moderate Con 0.302 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
5:49 Alright helmet boy be quite
5:49 Alright helmet boy be quite
Identity Attack0.01087737
Insult0.030375287
Profanity0.050680235
Threat0.018537397
Severe Toxicity0.0059127808
Low Tox 0.11388343 Low Con 0.253 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
8:20 alright this guy should be president
8:20 alright this guy should be president
Identity Attack0.010211408
Insult0.02012808
Profanity0.020373698
Threat0.009307829
Severe Toxicity0.00289917
Low Tox 0.05750068 Low Con 0.198 Call_To_Action
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me …
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me for visiting! Keep up the great work, and Stay Safe!
Identity Attack0.006622616
Insult0.01313691
Profanity0.016103793
Threat0.007961469
Severe Toxicity0.0014972687
Low Tox 0.030270588 Constructive 0.757 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
They seem alright if they are legal.
They seem alright if they are legal.
Identity Attack0.0057346676
Insult0.0092228865
Profanity0.013985921
Threat0.008712323
Severe Toxicity0.0013256073
Low Tox 0.021549871 Low Con 0.234 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Alright 👍 👌
Alright 👍 👌
Identity Attack0.0023863618
Insult0.0077408776
Profanity0.013439372
Threat0.0069905366
Severe Toxicity0.0011396408
Low Tox 0.010806813 Moderate Con 0.468 Meta_Commentary
Dec 31, 2025 1 likes Deportations From Canada at Their …
Like when someone who you don’t like tells you you can’t come over…. That’s alright!
Like when someone who you don’t like tells you you can’t come over…. That’s alright!
Identity Attack0.00012448018
Insult0.00026232935
Profanity0.00002195058
Threat0.000042586627
Severe Toxicity0.000002143899
Low Tox 0.0007193561
Dec 7, 2025 118 likes

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.