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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 #}

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Active: "They are destroying this country!!!" 231 comments · Page 1 of 10
The Liberals have created a let’s all hate Trump and ignore how they’ve destroyed our country. Sadly many of the elbow’s up morons have fallen for it.
The Liberals have created a let’s all hate Trump and ignore how they’ve destroyed our country. Sadly many of the elbow’s up morons have fallen for it.
Identity Attack0.0007415751
Insult0.9763253
Profanity0.0091679245
Threat0.0008703471
Severe Toxicity0.00007650077
Toxic 0.9836945 Insult
Dec 13, 2025 2 likes
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
Identity Attack0.55044734
Insult0.83943826
Profanity0.844891
Threat0.05430072
Severe Toxicity0.45510182
Toxic 0.93383175 Low Con 0.171 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Why all this mother fuckers leaving there own country and destroying other country
Why all this mother fuckers leaving there own country and destroying other country
Identity Attack0.40883094
Insult0.6675394
Profanity0.8949436
Threat0.09623027
Severe Toxicity0.45895407
Toxic 0.9288007 Low Con 0.262 Insult Fear_Threat
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
How are these peices of shit getting away with destroying our country?
How are these peices of shit getting away with destroying our country?
Identity Attack0.19890837
Insult0.6991143
Profanity0.7809412
Threat0.114629425
Severe Toxicity0.34969926
Toxic 0.8629672 Low Con 0.232 Insult Fear_Threat
Nov 21, 2025 Thousands of refugees allowed into …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
Canada’s liberal government is destroying our country, mass immigration of indians is destroying Canada. I fucking despise this country now.
Canada’s liberal government is destroying our country, mass immigration of indians is destroying Canada. I fucking despise this country now.
Identity Attack0.6853638
Insult0.5678696
Profanity0.6242122
Threat0.059796512
Severe Toxicity0.3493117
Toxic 0.7856813 Moderate Con 0.311 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
deport all indians they destroy your contry like they destroyed is own country with garbage and lak of higiene
deport all indians they destroy your contry like they destroyed is own country with garbage and lak of higiene
Identity Attack0.7499929
Insult0.5678696
Profanity0.37993968
Threat0.34804323
Severe Toxicity0.4011458
Toxic 0.7701451 Low Con 0.163 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Congratulations you've destroyed our Canadian culture and our country! Pick up your damn garbage and learn how to drive!!!
Congratulations you've destroyed our Canadian culture and our country! Pick up your damn garbage and learn how to drive!!!
Identity Attack0.2700233
Insult0.6675394
Profanity0.5188411
Threat0.057856824
Severe Toxicity0.16960317
Toxic 0.7675452 Low Con 0.223 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada …
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada is completely fucked and run by demons.
Identity Attack0.6458014
Insult0.65129566
Profanity0.6001929
Threat0.11922921
Severe Toxicity0.34938923
Toxic 0.75208336 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level (India, Pakistan, etc.)..so most intellignet people will leave to the US or Europe? Europe is also being destroyed by the simiral liberal tribe..(Soros, Starmer, Merz, Zelensky etc.) so it leaves only Trump, who finally removes them from power?
Identity Attack0.46028158
Insult0.7657292
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.11756202
Toxic 0.7510937 Low Con 0.221 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
Identity Attack0.28622448
Insult0.6831271
Profanity0.42185885
Threat0.09009721
Severe Toxicity0.16960317
Toxic 0.7105462 Low Con 0.276 Insult Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of our homes, cars etc; we are sick of them!!!!!
Identity Attack0.5504064
Insult0.64537907
Profanity0.22572558
Threat0.06561559
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.438 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Best way to destroy a country, bring in a tonne of Indians, Punjabis, Muslims.
Best way to destroy a country, bring in a tonne of Indians, Punjabis, Muslims.
Identity Attack0.7207808
Insult0.42881694
Profanity0.25824076
Threat0.5195707
Severe Toxicity0.35368225
Moderate 0.68408644 Low Con 0.159 Identity Attack Threat
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Immagrants that dont care will destroy our environment because they just have no values.. . There country is disgusting , the rivers are polluted , they have a beach called poop beach .
Immagrants that dont care will destroy our environment because they just have no values.. . There country is disgusting , the rivers are polluted , they have a beach called poop beach .
Identity Attack0.60238177
Insult0.6099415
Profanity0.36225098
Threat0.017328756
Severe Toxicity0.16960317
Moderate 0.681338 Moderate Con 0.375 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Identity Attack0.41975367
Insult0.50440645
Profanity0.6069483
Threat0.06593887
Severe Toxicity0.35112193
Moderate 0.6744087 Moderate Con 0.474 Insult Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
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 …
Trudeau was truly a child. A literal cancer that destroyed this country.
Trudeau was truly a child. A literal cancer that destroyed this country.
Identity Attack0.07673789
Insult0.7090544
Profanity0.15283443
Threat0.013165667
Severe Toxicity0.023082556
Moderate 0.65996873 Low Con 0.219 Insult Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Our government does not give a shit about the Canadians or their values and are allowing these people to destroy our culture or people in our country
Our government does not give a shit about the Canadians or their values and are allowing these people to destroy our culture or people in our country
Identity Attack0.38215697
Insult0.4810288
Profanity0.57488567
Threat0.0347677
Severe Toxicity0.13863131
Moderate 0.6426206 Low Con 0.283 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Ruined our economy and good luck finding any entry level jobs for your children. Completely destroyed the country. They're even dumping garbage on the side of streets and poaching the wildlife. They're shitting on our …
Ruined our economy and good luck finding any entry level jobs for your children. Completely destroyed the country. They're even dumping garbage on the side of streets and poaching the wildlife. They're shitting on our beaches!
Identity Attack0.08749158
Insult0.5130944
Profanity0.5643384
Threat0.024753258
Severe Toxicity0.06488878
Moderate 0.6407703 Moderate Con 0.422 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Nepo Baby Justin Trudeau destroyed the country of Canada and then ran away like the COWARD he is...
Nepo Baby Justin Trudeau destroyed the country of Canada and then ran away like the COWARD he is...
Identity Attack0.044612918
Insult0.7065844
Profanity0.09518933
Threat0.011715741
Severe Toxicity0.021935565
Moderate 0.6407703 Low Con 0.201 Insult Policy_Critique
Feb 24, 2026 10 likes 'We do know that there's …
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Identity Attack0.27914262
Insult0.6675394
Profanity0.25275812
Threat0.017674083
Severe Toxicity0.027833538
Moderate 0.63782936 Low Con 0.206 Insult Call_To_Action
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Why does everyone wane come to our countries.. justy F off all.. white countries are awesome and now it getting destroyed by alliens, karens and simps
Why does everyone wane come to our countries.. justy F off all.. white countries are awesome and now it getting destroyed by alliens, karens and simps
Identity Attack0.6007182
Insult0.5015486
Profanity0.45448917
Threat0.13815513
Severe Toxicity0.34954423
Moderate 0.6308517 Low Con 0.235 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton Bike guy is so based! Thanks for covering how badly the marxist Extreme far left liberal party of Canada has destroyed our country and fuck you TRUMP for helping Carney get elected instead of …
Brampton Bike guy is so based! Thanks for covering how badly the marxist Extreme far left liberal party of Canada has destroyed our country and fuck you TRUMP for helping Carney get elected instead of polleivre
Identity Attack0.23391083
Insult0.54471385
Profanity0.5365423
Threat0.050744623
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.455 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that …
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that has ACTUALLY made Canada better in any way/shape/form! They all need to be charged for treason, tried for treason, and sentenced for treason. They have killed hundreds of thousands of Canadians with their policies, and it's nothing short of a modern-day genocide: gun deaths, crime deaths, narcotic overdose deaths, vaccine mandates, fentanyl deaths, homelessness death by cold/weather, massive fires from church burnings, and mental health & suicide rates are ALL through the ROOF under the liberals! So, these Liberals can all go to hell where they came from. They are a death cult.
Identity Attack0.36702603
Insult0.6261769
Profanity0.13961408
Threat0.2566701
Severe Toxicity0.056527592
Moderate 0.6027529 Moderate Con 0.368 Insult
Oct 6, 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.