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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: "They should have a bullshit …" 100 comments · Page 1 of 4
fuck this racist bullshit channel.
fuck this racist bullshit channel.
Identity Attack0.5135796
Insult0.7922567
Profanity0.95876634
Threat0.09776353
Severe Toxicity0.61260825
Toxic 0.9880789 Low Con 0.208 Identity Attack Insult
Oct 4, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Bullshit you telling people who don't live here it's all lie what he is talking we living the best life in Canada so this guy talking garbage to get like subscrib so YouTube can pay …
Bullshit you telling people who don't live here it's all lie what he is talking we living the best life in Canada so this guy talking garbage to get like subscrib so YouTube can pay him but he doesn't know what shit he is talking believe me we have the best life here
Identity Attack0.006708707
Insult0.8489667
Profanity0.9074042
Threat0.0041362476
Severe Toxicity0.00054126716
Toxic 0.98801804 Insult Meta_Commentary
Jan 19, 2026
Bullshit video trying to divide people. Keep your bullshit supremacist shit in the states.
Bullshit video trying to divide people. Keep your bullshit supremacist shit in the states.
Identity Attack0.44690517
Insult0.7657292
Profanity0.9205162
Threat0.042985857
Severe Toxicity0.50703704
Toxic 0.968226 Low Con 0.135 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why the fuck do all these shit people from these shit country’s always drag their bullshit culture to whatever country they crawl to? Fuck.
Why the fuck do all these shit people from these shit country’s always drag their bullshit culture to whatever country they crawl to? Fuck.
Identity Attack0.6007182
Insult0.7065844
Profanity0.9342644
Threat0.035113025
Severe Toxicity0.51028454
Toxic 0.96426713 Low Con 0.191 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Oh what bullshit
Oh what bullshit
Identity Attack0.009475825
Insult0.24804679
Profanity0.9302773
Threat0.007217687
Severe Toxicity0.00037891613
Toxic 0.9635766 Meta_Commentary
Apr 15, 2025
Canadians get shit in canada cause of this imagrants bullshit
Canadians get shit in canada cause of this imagrants bullshit
Identity Attack0.7406625
Insult0.71027446
Profanity0.90150756
Threat0.016465442
Severe Toxicity0.45895407
Toxic 0.95048624 Low Con 0.247 Identity Attack Insult
Sep 8, 2025 Why Canadians Are Turning Against …
They get a giant statue and all this dumb shit but nowadays look what white people do if it's fucking stupid pray in the middle of work and still get paid bullshit
They get a giant statue and all this dumb shit but nowadays look what white people do if it's fucking stupid pray in the middle of work and still get paid bullshit
Identity Attack0.6106996
Insult0.7090544
Profanity0.902047
Threat0.025098583
Severe Toxicity0.45895407
Toxic 0.95048624 Low Con 0.198 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Muslim Canada ....you deserve the bullshit
Muslim Canada ....you deserve the bullshit
Identity Attack0.6649212
Insult0.68668073
Profanity0.8117245
Threat0.24484909
Severe Toxicity0.44787344
Toxic 0.91625386 Low Con 0.204 Identity Attack Insult Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Wow what a bullshit clickbait title! As someone who is Canadian and not Racist! We love immigrants you took some racists clips and try and make that your Narrative this is hate speech Trumps agenda! …
Wow what a bullshit clickbait title! As someone who is Canadian and not Racist! We love immigrants you took some racists clips and try and make that your Narrative this is hate speech Trumps agenda! This is bullshit! Go to america if your filled with Hate!
Identity Attack0.3817989
Insult0.72756535
Profanity0.8117245
Threat0.027688526
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.43 Insult
Aug 29, 2025 Why Canadians Are Turning Against …
"The greatest country on Earth" no, stfu. I live in the USA it is NOT the greatest country on Earth. And stop will your racist bullshit. Yall are retarded. YOU ARE THE IMMAGRANTS GO BACK …
"The greatest country on Earth" no, stfu. I live in the USA it is NOT the greatest country on Earth. And stop will your racist bullshit. Yall are retarded. YOU ARE THE IMMAGRANTS GO BACK TO EUROPE!!!
Identity Attack0.6649212
Insult0.802824
Profanity0.759977
Threat0.046541955
Severe Toxicity0.50703704
Toxic 0.911035 Moderate Con 0.31 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
okay but UK can occupy india for hundred of years - fuckin bullshit
okay but UK can occupy india for hundred of years - fuckin bullshit
Identity Attack0.37292135
Insult0.5130944
Profanity0.9205162
Threat0.013321015
Severe Toxicity0.35368225
Toxic 0.9061063 Low Con 0.186 Insult Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations …
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations in their fields. Fuck off with your racist bullshit.
Identity Attack0.6007182
Insult0.72756535
Profanity0.89909166
Threat0.03787563
Severe Toxicity0.44860926
Toxic 0.9061063 Constructive 0.559 Identity Attack Insult Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada isn't originally a white country this is brain rot bullshit lol
Canada isn't originally a white country this is brain rot bullshit lol
Identity Attack0.55044734
Insult0.62169385
Profanity0.8117245
Threat0.013269233
Severe Toxicity0.35368225
Toxic 0.9029226 Low Con 0.197 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
10:40- Bullshit who the hell told you that there is dearth of freedom of speech in Punjab.
10:40- Bullshit who the hell told you that there is dearth of freedom of speech in Punjab.
Identity Attack0.28034934
Insult0.5072643
Profanity0.80158395
Threat0.079364374
Severe Toxicity0.45895407
Toxic 0.8988238 Low Con 0.272 Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need …
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need immigrants and we need them very badly. We don’t need people believing the bullshit just cause the Internet says sojust look at our birth rate. Look at our older people put the two numbers together and see how much we need more people.
Identity Attack0.46028158
Insult0.6675394
Profanity0.8186401
Threat0.13650303
Severe Toxicity0.50703704
Toxic 0.8988238 Moderate Con 0.379 Insult
Aug 31, 2025 Why Canadians Are Turning Against …
Racist bullshit, europeans brought their own culture to USA CANADA AUSTRALIA NEW ZEALAND SOUTH AFRICA NEVER ASSIMILATED
Racist bullshit, europeans brought their own culture to USA CANADA AUSTRALIA NEW ZEALAND SOUTH AFRICA NEVER ASSIMILATED
Identity Attack0.57150364
Insult0.5739874
Profanity0.7785769
Threat0.038911607
Severe Toxicity0.45895407
Toxic 0.8988238 Low Con 0.19 Identity Attack Insult Moral_Argument
Jan 22, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
It is bullshit
It is bullshit
Identity Attack0.01857083
Insult0.4339631
Profanity0.902047
Threat0.0076637166
Severe Toxicity0.19149859
Toxic 0.89241093 Low Con 0.277 Policy_Critique
Jan 26, 2026 Inside Canada's Indian Metropolis (Brampton)
Thank god you covered this bullshit
Thank god you covered this bullshit
Identity Attack0.027011903
Insult0.47384647
Profanity0.8949436
Threat0.008375733
Severe Toxicity0.16960317
Toxic 0.8629672 Moderate Con 0.332 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
Identity Attack0.5135796
Insult0.5543018
Profanity0.7466957
Threat0.027688526
Severe Toxicity0.44787344
Toxic 0.8629672 Moderate Con 0.434 Identity Attack Insult Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m conservative, and F Kenney, that pos sold us out in Alberta with the bullshit vaxx flip flopping ass clown
I’m conservative, and F Kenney, that pos sold us out in Alberta with the bullshit vaxx flip flopping ass clown
Identity Attack0.18468912
Insult0.7298119
Profanity0.776286
Threat0.015602129
Severe Toxicity0.35112193
Toxic 0.85850734 Moderate Con 0.362 Insult Policy_Critique
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put …
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put into every section of life, everyone's have. We are done. Fuck off Indians, GO HOME and stop accepting any bullshit immigrant here.
Identity Attack0.7426507
Insult0.65865606
Profanity0.8089582
Threat0.1329628
Severe Toxicity0.45185554
Toxic 0.8540474 Moderate Con 0.484 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Fake bullshit
Fake bullshit
Identity Attack0.027011903
Insult0.46774593
Profanity0.90150756
Threat0.009722093
Severe Toxicity0.35368225
Toxic 0.85333383 Moderate Con 0.381 Meta_Commentary
Jan 27, 2026 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...
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 …

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.