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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: "This has to stop!!! I …" 863 comments · Page 2 of 35
India is a very diverse country they are mostly from one specific state not the whole of India. And stop being racist fuxks.
India is a very diverse country they are mostly from one specific state not the whole of India. And stop being racist fuxks.
Identity Attack0.4006267
Insult0.65865606
Profanity0.7181329
Threat0.013631714
Severe Toxicity0.3493117
Toxic 0.7856813 Moderate Con 0.302 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Brampton is a shit hole.ive seen indian women stop by roadside ,take out 2 garbage bags open them , and dump everything on the ground. 410 exit at Steeles road..
Brampton is a shit hole.ive seen indian women stop by roadside ,take out 2 garbage bags open them , and dump everything on the ground. 410 exit at Steeles road..
Identity Attack0.5135796
Insult0.5723624
Profanity0.7092837
Threat0.05753354
Severe Toxicity0.35076234
Toxic 0.7761081 Moderate Con 0.458 Identity Attack Insult
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy …
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy nations into our Canada. They don't like western ways or white people.they didn't do there research . Stupid Humans.😊
Identity Attack0.57150364
Insult0.7657292
Profanity0.29209393
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.7761081 Moderate Con 0.377 Identity Attack Insult Unverified_Claim
Oct 30, 2025 Why Canadians Are Turning Against …
Nah id be in jail living in Brampton. Stop letting fools get away with dumbshit in your country, get out the car and give a smack
Nah id be in jail living in Brampton. Stop letting fools get away with dumbshit in your country, get out the car and give a smack
Identity Attack0.2846865
Insult0.7344449
Profanity0.5365423
Threat0.3423812
Severe Toxicity0.21902075
Toxic 0.7701451 Low Con 0.27 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government …
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government gives them. The whole system regarding these people is corrupt.
Identity Attack0.16159154
Insult0.67254376
Profanity0.70864636
Threat0.010887212
Severe Toxicity0.16960317
Toxic 0.7701451 Moderate Con 0.44 Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop shitting on beach also
Stop shitting on beach also
Identity Attack0.021585498
Insult0.42881694
Profanity0.8089582
Threat0.009825659
Severe Toxicity0.16960317
Toxic 0.7701451 Low Con 0.237
Aug 29, 2025 Why Canadians Are Turning Against …
They are the reason why Canada has the worst customer service!! Time to stop this shiit!
They are the reason why Canada has the worst customer service!! Time to stop this shiit!
Identity Attack0.22631748
Insult0.54471385
Profanity0.70384485
Threat0.012596053
Severe Toxicity0.16960317
Toxic 0.7675452 Low Con 0.281 Insult
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Ok enough is enough. Trudeau’s bullshit has to stop.
Ok enough is enough. Trudeau’s bullshit has to stop.
Identity Attack0.044870727
Insult0.57566804
Profanity0.7246992
Threat0.010421164
Severe Toxicity0.13336399
Toxic 0.7675452 Low Con 0.197 Insult
Nov 21, 2025 2 likes Thousands of refugees allowed into …
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or …
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or maybe this month at least want you to take a quiet, sober moment, when you're alone somewhere contemplating your life, and think I'm really long and hard about going and fucking yourself.
Identity Attack0.16373143
Insult0.5130944
Profanity0.764141
Threat0.2836219
Severe Toxicity0.35368225
Toxic 0.7675452 Constructive 0.582 Insult Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Identity Attack0.6458014
Insult0.5723624
Profanity0.6750904
Threat0.053330876
Severe Toxicity0.30763787
Toxic 0.76523775 Moderate Con 0.417 Identity Attack Insult Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking for !!! I don’t know why Canadians would vote for a liberal government it’s beyond my mind. It’s been many many years since we had a conservative government and we need it back folks. STOP voting liberal for f—k sake’s. Marc Carney, lol what a f—king joke that is !!!
Identity Attack0.49032792
Insult0.6675394
Profanity0.6643082
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.76523775 Moderate Con 0.432 Insult
Sep 1, 2025 Why Canadians Are Turning Against …
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting …
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting and vulgar person who, for the sake of attention, is portraying other communities who always have to face racism in this manner because no one is going to stop him.
Identity Attack0.57150364
Insult0.6120431
Profanity0.43554106
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.76523775 Moderate Con 0.383 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Fucking " student visas " 🔪🐀 . It has to stop. It has to stop altogether. Most are fakes. Even real ones are incompetent and a net negative. It has to stop. No more. Only …
Fucking " student visas " 🔪🐀 . It has to stop. It has to stop altogether. Most are fakes. Even real ones are incompetent and a net negative. It has to stop. No more. Only from european of descent countries. That should be the aim . For 100% european of descent. No more BS
Identity Attack0.45348886
Insult0.489133
Profanity0.7092837
Threat0.043309137
Severe Toxicity0.35368225
Toxic 0.76523775 Moderate Con 0.31 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Business owners need to FKN STOP SELLING THEIR BUSINESSES TO THESE PIECES OF 💩…. THEY NO NOTHING ABOUT CUSTOMER SERVICE & are RUDE AS HELL 🤯🤬‼️ YES I AM A CANADIAN BORN & RAISED & …
Business owners need to FKN STOP SELLING THEIR BUSINESSES TO THESE PIECES OF 💩…. THEY NO NOTHING ABOUT CUSTOMER SERVICE & are RUDE AS HELL 🤯🤬‼️ YES I AM A CANADIAN BORN & RAISED & I AM OUTRAGED ‼️‼️‼️‼️‼️
Identity Attack0.23998553
Insult0.6370372
Profanity0.541926
Threat0.048481647
Severe Toxicity0.35368225
Toxic 0.76197964 Moderate Con 0.419 Insult
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Identity Attack0.34649673
Insult0.65129566
Profanity0.62717754
Threat0.020091362
Severe Toxicity0.2281948
Toxic 0.76197964 Moderate Con 0.378 Insult Identity_Assertion
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
So half the country benefits, and the benefit from the cut is laughable. Stop voting for this stupidity
So half the country benefits, and the benefit from the cut is laughable. Stop voting for this stupidity
Identity Attack0.012842959
Insult0.7497506
Profanity0.29209393
Threat0.00899713
Severe Toxicity0.021935565
Toxic 0.76197964 Low Con 0.17 Insult Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
I am Immigrant Myself . When I go Shopping for food or anything There is this new comer's They walk around like a ZOMBI cut you off or just stand and Block you like a …
I am Immigrant Myself . When I go Shopping for food or anything There is this new comer's They walk around like a ZOMBI cut you off or just stand and Block you like a Fucken Cow. or chat on cell phone Not pay attention to the people and Traffic around them .STOP BRINGING MORONS WITH NO MANNERS .
Identity Attack0.4054415
Insult0.64537907
Profanity0.64460015
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.443 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
That’s not deporting that’s blocking them stop bullshiting
That’s not deporting that’s blocking them stop bullshiting
Identity Attack0.08252834
Insult0.4794537
Profanity0.6750904
Threat0.016465442
Severe Toxicity0.16960317
Toxic 0.7570315 Low Con 0.189 Meta_Commentary
Dec 29, 2025 Deportations From Canada at Their …
Canada is truly sleeping , It might wake when everything is out of control, for God's sake Canada WAKE UP , STOP THE DAMN IMMIGRANTS
Canada is truly sleeping , It might wake when everything is out of control, for God's sake Canada WAKE UP , STOP THE DAMN IMMIGRANTS
Identity Attack0.55044734
Insult0.6109131
Profanity0.596623
Threat0.05171447
Severe Toxicity0.23225316
Toxic 0.7510937 Low Con 0.245 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians that migrated, countless other people from Middle Eastern, Africa, and Asia who settled in this country. You need to STOP creating and posting racist videos. You can gain subscribers in many other ways, uneducated, beaver hideous looking person. The food ya’ll eat or other goods that the country run on IS because of these truck drivers who sit hours and hours to go to America to make a living. Shame on you. You need some knowledge, please educate yourself before running around like an idiot to interview people in the intention of making $$ off YouTube and gaining subscribers to feed your filthy looking arse. Low life prick.
Identity Attack0.46614665
Insult0.72756535
Profanity0.4170448
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.372 Insult
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Man I love your shit but you HAVE to quit with the AI. If anything’s going to make me cancel my Patreon subscription and stop watching you it’s going to be the SLOP.
Man I love your shit but you HAVE to quit with the AI. If anything’s going to make me cancel my Patreon subscription and stop watching you it’s going to be the SLOP.
Identity Attack0.06294931
Insult0.46625584
Profanity0.77181685
Threat0.027170537
Severe Toxicity0.18232453
Toxic 0.7510937 Moderate Con 0.379 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however …
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however is insanely racist can we stop hyping up? He literally said we’re ‘lucky’ it’s Indians and not Africans or Muslims. Be so deadass what the fuck?
Identity Attack0.57957685
Insult0.62169385
Profanity0.6983885
Threat0.13815513
Severe Toxicity0.34993178
Toxic 0.743089 Constructive 0.567 Identity Attack Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Should of stopped by some of the trucking schools in Brampton and found the real bullshit these scammers are up too
Should of stopped by some of the trucking schools in Brampton and found the real bullshit these scammers are up too
Identity Attack0.060220852
Insult0.6051471
Profanity0.70864636
Threat0.014048163
Severe Toxicity0.16960317
Toxic 0.743089 Low Con 0.251 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I like your videos but stop racism at least beep it, I mean a white person talking shit about Africans is real racist
I like your videos but stop racism at least beep it, I mean a white person talking shit about Africans is real racist
Identity Attack0.5983441
Insult0.5130944
Profanity0.61633086
Threat0.042985857
Severe Toxicity0.23225316
Toxic 0.73663366 Moderate Con 0.343 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro, you gotta stop giving ignorant fat white people the ability to voice their opinions! It's too embarrassing 😭
Bro, you gotta stop giving ignorant fat white people the ability to voice their opinions! It's too embarrassing 😭
Identity Attack0.6227552
Insult0.6675394
Profanity0.29209393
Threat0.012906751
Severe Toxicity0.16960317
Toxic 0.7308154 Low Con 0.285 Identity Attack Insult Meta_Commentary
Feb 9, 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.