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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

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Active: "The only people who have …" 4,268 comments · Page 3 of 171
0:51 white people are retarted
0:51 white people are retarted
Identity Attack0.7816553
Insult0.7492263
Profanity0.5013569
Threat0.022853967
Severe Toxicity0.3735507
Toxic 0.8629672 Low Con 0.14 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why does illegal people coming to our country have any rights in our country Kick them out They are illegal stupid
Why does illegal people coming to our country have any rights in our country Kick them out They are illegal stupid
Identity Attack0.57554024
Insult0.802824
Profanity0.46460027
Threat0.52092457
Severe Toxicity0.34993178
Toxic 0.8629672 Low Con 0.159 Identity Attack Insult Threat Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival. 2. Denied claimants keep their health benefits. TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted. 3. There are 500,000 "lost" people due for deportation. FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000. 4. Refugees get dental and vision care that some Canadians don't. TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children. 5. 10,000 people "vanish" from the system annually. UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Identity Attack0.10221587
Insult0.802824
Profanity0.6919765
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.8629672 Constructive 0.712 Insult Unverified_Claim
Dec 21, 2025 Thousands of refugees allowed into …
its not people its religion what fucks the country make world ateist it would be heaven
its not people its religion what fucks the country make world ateist it would be heaven
Identity Attack0.6007182
Insult0.5130944
Profanity0.776286
Threat0.0287245
Severe Toxicity0.45293763
Toxic 0.8629672 Low Con 0.141 Identity Attack Insult Fear_Threat
Feb 12, 2026 Inside Canada's Indian Invasion...
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Identity Attack0.6458014
Insult0.6109131
Profanity0.7673477
Threat0.28031203
Severe Toxicity0.45895407
Toxic 0.8629672 Low Con 0.255 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
What a foolish country, I think Canada wants stupid people running this country, 🤔
What a foolish country, I think Canada wants stupid people running this country, 🤔
Identity Attack0.46028158
Insult0.83943826
Profanity0.33453682
Threat0.008531082
Severe Toxicity0.13336399
Toxic 0.85850734 Low Con 0.229 Insult Policy_Critique
Dec 7, 2025 2 likes IRCC Names India in Study …
Brampton has always been a Shithole going back at least 50 years. Horrible place and the white people are complete retards lol .
Brampton has always been a Shithole going back at least 50 years. Horrible place and the white people are complete retards lol .
Identity Attack0.7426507
Insult0.7657292
Profanity0.70864636
Threat0.023026628
Severe Toxicity0.44860926
Toxic 0.85850734 Low Con 0.278 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
How much longer are people gonna listen to this your racists if you dont argument. Its shuts down reasonable discussions and paints anyone with an opinion as racists. Liberals- do what I say or your …
How much longer are people gonna listen to this your racists if you dont argument. Its shuts down reasonable discussions and paints anyone with an opinion as racists. Liberals- do what I say or your racists. Fuck you liberals guess im racist!
Identity Attack0.5504064
Insult0.68668073
Profanity0.70864636
Threat0.13616586
Severe Toxicity0.44787344
Toxic 0.85850734 Moderate Con 0.332 Identity Attack Insult Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Indians are the most disgusting, awful, destructive people the west has ever seen.
Indians are the most disgusting, awful, destructive people the west has ever seen.
Identity Attack0.79850346
Insult0.7344449
Profanity0.41194582
Threat0.114629425
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.179 Identity Attack Insult Identity_Assertion
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
When will you make the youtube about the retarded american youtuber invasion of canada to racist bait people your idiot fuckhead countrymen are gunna see this video and think even worse about Canada and feed …
When will you make the youtube about the retarded american youtuber invasion of canada to racist bait people your idiot fuckhead countrymen are gunna see this video and think even worse about Canada and feed into the MAGA opinion of Canada.
Identity Attack0.6007182
Insult0.7827088
Profanity0.6919765
Threat0.12076248
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.13 Identity Attack Insult Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
this is awesome we need more indians in canada! Hindu and punjabi will take over! YESSS YESS! more trash and a buch of fuck head people..
this is awesome we need more indians in canada! Hindu and punjabi will take over! YESSS YESS! more trash and a buch of fuck head people..
Identity Attack0.6458014
Insult0.6991143
Profanity0.7654259
Threat0.12996206
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.289 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
"Indian's are usually dirty people" buddy...atleast we know how to wash our ass.
"Indian's are usually dirty people" buddy...atleast we know how to wash our ass.
Identity Attack0.6778536
Insult0.6675394
Profanity0.70864636
Threat0.024580594
Severe Toxicity0.35022295
Toxic 0.85850734 Low Con 0.261 Identity Attack Insult Humor_Satire
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
I don’t like this people they stink I have experience about this people who steal my grocery bag d good thing is it’s just our food but it’s not good how this people did d …
I don’t like this people they stink I have experience about this people who steal my grocery bag d good thing is it’s just our food but it’s not good how this people did d guy almost Germans at me but insist that it’s mine I don’t like them they shit
Identity Attack0.40158966
Insult0.6099415
Profanity0.7246992
Threat0.026652548
Severe Toxicity0.35220072
Toxic 0.8540474 Constructive 0.518 Insult
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class …
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class has good enough life here they would never leave their own country with the cheap luxuries that we can afford here.
Identity Attack0.27662867
Insult0.5678696
Profanity0.8186401
Threat0.016810767
Severe Toxicity0.35368225
Toxic 0.8540474 Moderate Con 0.482 Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
are these white people who are mocking us suck bbc for money in porn
are these white people who are mocking us suck bbc for money in porn
Identity Attack0.57150364
Insult0.5130944
Profanity0.70384485
Threat0.029069828
Severe Toxicity0.35368225
Toxic 0.8540474 Low Con 0.218 Identity Attack Insult Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
Immigration Canada is absolute shit just like the things of the people that are here😅
Immigration Canada is absolute shit just like the things of the people that are here😅
Identity Attack0.55044734
Insult0.6109131
Profanity0.776286
Threat0.010809537
Severe Toxicity0.35166132
Toxic 0.8540474 Low Con 0.26 Identity Attack Insult Policy_Critique
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂 Please rush to claim and kick them out 😂😂😂 Uhmm, who said America is the greatest country in the world?😂😂😂 Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Identity Attack0.6487889
Insult0.7804726
Profanity0.64460015
Threat0.4902736
Severe Toxicity0.48355904
Toxic 0.85333383 Low Con 0.264 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
... so sick of these mf's ... everywhere they go becomes a shit-hole ... dirtiest most disgusting race of people on the planet ... this is what you get with 2000 yrs of inbreeding .
... so sick of these mf's ... everywhere they go becomes a shit-hole ... dirtiest most disgusting race of people on the planet ... this is what you get with 2000 yrs of inbreeding .
Identity Attack0.55044734
Insult0.71120167
Profanity0.65961236
Threat0.08856395
Severe Toxicity0.45895407
Toxic 0.85333383 Low Con 0.24 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Khalistaani should be thrown out from cannada. They are like leeches and suck the Canadian people.
Khalistaani should be thrown out from cannada. They are like leeches and suck the Canadian people.
Identity Attack0.6853638
Insult0.7775208
Profanity0.541926
Threat0.13414288
Severe Toxicity0.44787344
Toxic 0.85333383 Low Con 0.175 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Like racist , cruel shit bhenchod europeans kill all the indigenous people of us canda and call it theirs now crying .. ye madarchod euporeans chor bhenchod ab inki gand mein dard ho rha hai
Like racist , cruel shit bhenchod europeans kill all the indigenous people of us canda and call it theirs now crying .. ye madarchod euporeans chor bhenchod ab inki gand mein dard ho rha hai
Identity Attack0.7895903
Insult0.78882504
Profanity0.8326356
Threat0.5940531
Severe Toxicity0.8219337
Toxic 0.85333383 Low Con 0.184 Identity Attack Insult Threat Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
why??? this people can entry in another countrys??? why??? is so easy??? i'm european and i can't??? motherfuc****
why??? this people can entry in another countrys??? why??? is so easy??? i'm european and i can't??? motherfuc****
Identity Attack0.39207554
Insult0.5130944
Profanity0.8089582
Threat0.012233571
Severe Toxicity0.44787344
Toxic 0.85333383 Moderate Con 0.312 Insult Question
Jan 27, 2026 Inside Canada's Indian Invasion...
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that …
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that Canada has been screwed and abused by Indians and they should be BANNED from all Canadian schools!
Identity Attack0.6458014
Insult0.7762574
Profanity0.66456485
Threat0.04233929
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.274 Identity Attack Insult Unverified_Claim
Oct 10, 2025 IRCC Names India in Study …
Send those repulsive people back to their shithole country
Send those repulsive people back to their shithole country
Identity Attack0.6682205
Insult0.7218519
Profanity0.6983885
Threat0.13245705
Severe Toxicity0.44787344
Toxic 0.85333383 Low Con 0.108 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Jeesuz these people are invading every friggin country! They're taking over towns like Frisco, TX and Harrisburg, PA... their attitude is absolutely disgusting. They're into every scam you can imagine. Say no to their bullshit
Jeesuz these people are invading every friggin country! They're taking over towns like Frisco, TX and Harrisburg, PA... their attitude is absolutely disgusting. They're into every scam you can imagine. Say no to their bullshit
Identity Attack0.44690517
Insult0.65129566
Profanity0.7785769
Threat0.021990653
Severe Toxicity0.35368225
Toxic 0.85333383 Moderate Con 0.346 Insult Fear_Threat
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Indians are disgusting people
Indians are disgusting people
Identity Attack0.8102261
Insult0.71120167
Profanity0.40878695
Threat0.021127338
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.254 Identity Attack Insult Identity_Assertion
Jan 27, 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.