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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: "Why are we some damned …" 144 comments · Page 2 of 6
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Identity Attack0.6990888
Insult0.6500014
Profanity0.5711371
Threat0.018710058
Severe Toxicity0.2733782
Toxic 0.7570315 Low Con 0.19 Identity Attack Insult Fear_Threat
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
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 …
Damn, those temples should be demolished, and those people should be evicted. Canadian men have no balls. This would never happen in Poland or Hungary.
Damn, those temples should be demolished, and those people should be evicted. Canadian men have no balls. This would never happen in Poland or Hungary.
Identity Attack0.55044734
Insult0.5543018
Profanity0.6321197
Threat0.1954604
Severe Toxicity0.23224801
Toxic 0.7510937 Low Con 0.161 Identity Attack Insult Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Respectfully as an Indian, even i am tired of the Indians . Just stay at your own damn places!!
Respectfully as an Indian, even i am tired of the Indians . Just stay at your own damn places!!
Identity Attack0.6007182
Insult0.5678696
Profanity0.64657205
Threat0.04880493
Severe Toxicity0.29621798
Toxic 0.7510937 Moderate Con 0.426 Identity Attack Insult Identity_Assertion
Feb 11, 2026 2 likes Inside Canada's Indian Invasion...
Sick and tired of this country. Damn you, Trudeau!!!
Sick and tired of this country. Damn you, Trudeau!!!
Identity Attack0.14019285
Insult0.6677319
Profanity0.55356324
Threat0.039602257
Severe Toxicity0.16960317
Toxic 0.7510937 Moderate Con 0.324 Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Our damn pathetic federal government let this happen. WE DON'T WANT SO MANY IMMIGRANTS COMING TO CANADA WAY TO GO QUEBEC!
Our damn pathetic federal government let this happen. WE DON'T WANT SO MANY IMMIGRANTS COMING TO CANADA WAY TO GO QUEBEC!
Identity Attack0.44690517
Insult0.6308392
Profanity0.541926
Threat0.013269233
Severe Toxicity0.16960317
Toxic 0.743089 Moderate Con 0.326 Insult
Nov 26, 2025 Quebec Ends Economic Immigration Program …
It’s about damn time immigration officers do their damn job. They should’ve started 10 years ago and don’t give them a raise because they haven’t done anything for 10 years and now they’re starting to …
It’s about damn time immigration officers do their damn job. They should’ve started 10 years ago and don’t give them a raise because they haven’t done anything for 10 years and now they’re starting to work they will be looking far a raise. Don’t they dare give them a raise make them do their damn job that they haven’t been doing for 10 years.
Identity Attack0.35948995
Insult0.5130944
Profanity0.70864636
Threat0.015429466
Severe Toxicity0.17926651
Toxic 0.743089 Moderate Con 0.448 Insult Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
damn bro, this white dude with the vest is going crazy against africans 😂😂
damn bro, this white dude with the vest is going crazy against africans 😂😂
Identity Attack0.5913144
Insult0.47787863
Profanity0.5722072
Threat0.08396416
Severe Toxicity0.26766825
Toxic 0.7252971 Low Con 0.231 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
WTF, no praying o the damn street!
WTF, no praying o the damn street!
Identity Attack0.031722516
Insult0.3470427
Profanity0.776286
Threat0.015256803
Severe Toxicity0.16960317
Toxic 0.718943 Low Con 0.267
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Better than Islam, but damn. Also English is no longer the main language you hear, It's crazy.
Better than Islam, but damn. Also English is no longer the main language you hear, It's crazy.
Identity Attack0.5504064
Insult0.46923602
Profanity0.64657205
Threat0.012854968
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.362 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
Identity Attack0.36702603
Insult0.46923602
Profanity0.570067
Threat0.13431145
Severe Toxicity0.23224801
Moderate 0.6989911 Low Con 0.15 Call_To_Action
Dec 24, 2025 4 likes Deportations From Canada at Their …
Damn to India.If the government doesn’t stop them from entering, they will spread everywhere like a disease
Damn to India.If the government doesn’t stop them from entering, they will spread everywhere like a disease
Identity Attack0.5707127
Insult0.5130944
Profanity0.5724795
Threat0.13262562
Severe Toxicity0.35368225
Moderate 0.687436 Low Con 0.221 Identity Attack Insult
Nov 16, 2025 1 likes IRCC Names India in Study …
palantir networks overstrained by the indians bruh they aint even letting big yahu use the damn network
palantir networks overstrained by the indians bruh they aint even letting big yahu use the damn network
Identity Attack0.5504064
Insult0.4962726
Profanity0.5865656
Threat0.036149003
Severe Toxicity0.29050803
Moderate 0.6863638 Low Con 0.148 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You crack me up the way you change your accent. It's SUPER obvious you don't speak a damn word😂😂😂
You crack me up the way you change your accent. It's SUPER obvious you don't speak a damn word😂😂😂
Identity Attack0.049989145
Insult0.4378843
Profanity0.57236236
Threat0.013579931
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.311 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That one white guy just did not give a damn 😂 YOU LOVE TO SEE IT
That one white guy just did not give a damn 😂 YOU LOVE TO SEE IT
Identity Attack0.5135796
Insult0.40243408
Profanity0.542788
Threat0.0475118
Severe Toxicity0.23226175
Moderate 0.68408644 Low Con 0.223 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
That was insane, w da f bro. Tyler was lucky, get yo a s s back to safety brother. Damn that was some crazy sshh!!tt keep safe always brother!!!!!
That was insane, w da f bro. Tyler was lucky, get yo a s s back to safety brother. Damn that was some crazy sshh!!tt keep safe always brother!!!!!
Identity Attack0.043581683
Insult0.4710501
Profanity0.65961236
Threat0.017328756
Severe Toxicity0.2322566
Moderate 0.6827122 Constructive 0.505 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
Identity Attack0.55044734
Insult0.4794537
Profanity0.62717754
Threat0.013217449
Severe Toxicity0.17926651
Moderate 0.6827122 Low Con 0.278 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Damn that video ended real abruptly...
Damn that video ended real abruptly...
Identity Attack0.025605056
Insult0.24767025
Profanity0.6242122
Threat0.018192071
Severe Toxicity0.17315048
Moderate 0.6827122 Moderate Con 0.37 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton is just down the road, and damn its disgusting there
Brampton is just down the road, and damn its disgusting there
Identity Attack0.07921951
Insult0.48313886
Profanity0.64657205
Threat0.010757755
Severe Toxicity0.14126498
Moderate 0.6827122 Moderate Con 0.401 Fear_Threat
Jan 27, 2026 32 likes Inside Canada's Indian Invasion...
Damn, that person on the bike is racist towards Africans and Muslims in a terrifying way.
Damn, that person on the bike is racist towards Africans and Muslims in a terrifying way.
Identity Attack0.4911651
Insult0.47787863
Profanity0.64657205
Threat0.02371728
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.367 Moral_Argument
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Come here!!! Adapt to OUR culture. Quit trying to change our damn Country or im sorry but GO HOME! YES...I said what i said!!
Come here!!! Adapt to OUR culture. Quit trying to change our damn Country or im sorry but GO HOME! YES...I said what i said!!
Identity Attack0.34324843
Insult0.48313886
Profanity0.5865656
Threat0.03649433
Severe Toxicity0.19761463
Moderate 0.6744087 Moderate Con 0.34
Sep 11, 2025 Why Canadians Are Turning Against …
Ok. So win the damn election!
Ok. So win the damn election!
Identity Attack0.020580608
Insult0.42367843
Profanity0.70384485
Threat0.015774792
Severe Toxicity0.052044146
Moderate 0.6744087 Low Con 0.235 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this …
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this damn country and these new people don't give a s*** about it they're destroying everything I mean how many videos do you got to see if I'm dumping garbage and using our beaches as washrooms
Identity Attack0.19495805
Insult0.4710501
Profanity0.5722072
Threat0.1115629
Severe Toxicity0.23224458
Moderate 0.6611249 Constructive 0.568 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …

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.