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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: "I am the only white …" 1,674 comments · Page 32 of 67
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still …
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still ask that question, remember I came here as a kid and got to observe all of this bs in this country.
Identity Attack0.44690517
Insult0.40243408
Profanity0.20808282
Threat0.008375733
Severe Toxicity0.02116089
Moderate 0.4269174 Constructive 0.616 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell …
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell them they can hold on to their own beliefs and cultures? I'm sure the reason why the concept seemed like a good idea because you thought it was a way to keep immigrants out of White Canadian spaces. Fast-forward a few decades and now look at the mess it has created.
Identity Attack0.44690517
Insult0.33896056
Profanity0.35094926
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.466
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
For 10's of thousands of years this cycle repeats -White people build wonderous civilizations -Brown/Black people see civilization and are bewildered by how something so amazing could be created -Brown/Black people see these amazing people …
For 10's of thousands of years this cycle repeats -White people build wonderous civilizations -Brown/Black people see civilization and are bewildered by how something so amazing could be created -Brown/Black people see these amazing people have white skin -Brown/Black people get jealous -Tiny hats infiltrate White society and tear down border controls -Brown/Black people slowly enter society with Tiny hats help -White people are attacked/killed/graped by the Orcs and White Civilizations are destroyed -Whites Flee to create a new safe prosperous civilization Rinse and Repeat
Identity Attack0.50588524
Insult0.26957804
Profanity0.26631543
Threat0.2836219
Severe Toxicity0.07805709
Moderate 0.4269174 Moderate Con 0.427 Identity Attack
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over 100 years 😂 Some points are fair but other just seem like they’re sad that they’re behind when they’ve been here for so long. If you are a white multi generational Canadian and you are poor, you have no one to blame but yourself and your family that came before you. If you did not capitalize on purely just the time that you’ve been here and all the appreciation that comes with it, it has nothing to do with Indians. Most wealth is inherited and if you didn’t inherit anything that sucks. Bunch of crackheads mad about Indians being in their country like that’s the reason they’re poor and on the streets. I don’t like how annoying the Indians can be in Canada either but that’s not the reason these people you’re showing are poor.
Identity Attack0.46028158
Insult0.42167732
Profanity0.06746418
Threat0.008440462
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.589
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what white Canadians asked for... More Hindu Temples and curry smelling restaurants.
This is what white Canadians asked for... More Hindu Temples and curry smelling restaurants.
Identity Attack0.5051593
Insult0.33154017
Profanity0.06395709
Threat0.00948907
Severe Toxicity0.021548226
Moderate 0.4269174 Low Con 0.258 Identity Attack
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
Identity Attack0.5135796
Insult0.25205973
Profanity0.1854088
Threat0.013631714
Severe Toxicity0.022322904
Moderate 0.4269174 Moderate Con 0.427 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Jesus don’t want pagans in our country and the founding fathers don’t want non whites in our country I’m vindicated by the constitution and the Bible.
Jesus don’t want pagans in our country and the founding fathers don’t want non whites in our country I’m vindicated by the constitution and the Bible.
Identity Attack0.5135796
Insult0.24928534
Profanity0.11539881
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.291 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why do white people always say our country it's not most of the lad is stolen why not ask the white people how it feels do be on stolen land
Why do white people always say our country it's not most of the lad is stolen why not ask the white people how it feels do be on stolen land
Identity Attack0.48949075
Insult0.24928534
Profanity0.1413768
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.423 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Bro you white people complaining when that land ain't yours
Bro you white people complaining when that land ain't yours
Identity Attack0.48915586
Insult0.25205973
Profanity0.16264248
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.222 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
White folks are always unhappy. If they are majority and in charge, they are unhappy, and if they are the minority and in charge, they are unhappy. Can't make them happy.
White folks are always unhappy. If they are majority and in charge, they are unhappy, and if they are the minority and in charge, they are unhappy. Can't make them happy.
Identity Attack0.50515443
Insult0.25800487
Profanity0.11477985
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.281 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Identity Attack0.48915586
Insult0.25007802
Profanity0.21781154
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.206 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Identity Attack0.46028158
Insult0.16868424
Profanity0.20016506
Threat0.13815513
Severe Toxicity0.023880709
Moderate 0.4269174 Low Con 0.282 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
They’re Hindus .not Muslims . Whites are safe .
They’re Hindus .not Muslims . Whites are safe .
Identity Attack0.50917345
Insult0.24928534
Profanity0.1413768
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.243 Identity Attack Identity_Assertion
Dec 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Islam is the truth cheers muslim is not a race but what do u expect from a christian who calls IQ intelligence level ahhahaha all love from the muslim country of Northern Cyprus im a …
Islam is the truth cheers muslim is not a race but what do u expect from a christian who calls IQ intelligence level ahhahaha all love from the muslim country of Northern Cyprus im a white muslim btw
Identity Attack0.48915586
Insult0.24928534
Profanity0.14842765
Threat0.02181799
Severe Toxicity0.024725812
Moderate 0.4269174 Moderate Con 0.456 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
White immigrants complaining about other immigrants
White immigrants complaining about other immigrants
Identity Attack0.50125694
Insult0.24424846
Profanity0.13432594
Threat0.01119791
Severe Toxicity0.019482423
Moderate 0.4269174 Low Con 0.278 Identity Attack Humor_Satire
Feb 7, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
The white Canadians ain’t native! 😂
The white Canadians ain’t native! 😂
Identity Attack0.5135796
Insult0.25800487
Profanity0.07320584
Threat0.009126588
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.22 Identity Attack Identity_Assertion
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
Identity Attack0.46028158
Insult0.36021477
Profanity0.32658687
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.434 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
He called white (pink) Canadians, native . Have some shame 😭😭😭.
He called white (pink) Canadians, native . Have some shame 😭😭😭.
Identity Attack0.4887047
Insult0.3388922
Profanity0.035649836
Threat0.00866054
Severe Toxicity0.018707745
Moderate 0.4269174 Moderate Con 0.301 Identity_Assertion
Feb 9, 2026 248 likes Inside Canada's Indian Invasion...
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 2026 Inside Canada's Indian Invasion...
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other …
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other race and religion gets to have their own country that is 99.9% Indian or African or Asian or Muslim but not white people you have to open up your countries and bring people in that want to take over and push your religion and beliefs out yet if we as white people invaded a country and told them they had to change the laws and religioni to fit us that would be colonization and evil really weird how there is a double standard! They will be no countries in 50 years where white people are the majority and it will be hell on Earth for white people i mean look how racist people are to us now with us as the majority!
Identity Attack0.5135796
Insult0.27969417
Profanity0.22713706
Threat0.048481647
Severe Toxicity0.02425631
Moderate 0.4269174 Constructive 0.553 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Invasion?? Whites invaded Northern America, thats the real invasion
Invasion?? Whites invaded Northern America, thats the real invasion
Identity Attack0.4907465
Insult0.21135417
Profanity0.17101645
Threat0.02924249
Severe Toxicity0.023223408
Moderate 0.4269174 Low Con 0.197 Moral_Argument
Feb 15, 2026 2 likes Inside Canada's Indian Invasion...
Yep this country has gone so far downhill since tehy started pouring in during covid. THE RACISM IN CANADA IS WILD NOBODY WILL HIRE WHITE PEOPLE ANYMORE BECAUSE THE BROWN WAVE BOUGHT EVERY BUSINESS THERE …
Yep this country has gone so far downhill since tehy started pouring in during covid. THE RACISM IN CANADA IS WILD NOBODY WILL HIRE WHITE PEOPLE ANYMORE BECAUSE THE BROWN WAVE BOUGHT EVERY BUSINESS THERE IS.
Identity Attack0.4907465
Insult0.29855028
Profanity0.06195303
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.316
Aug 29, 2025 1 likes 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.