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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: "white is right" 89 comments · Page 2 of 4
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as …
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as well. I cannot believe people are choosing to ignore the fact that a guy spews hatred towards black and brown people. It’s the governments job to take care of the mess they made, you don’t go calling a country’s citizens “they eat poop” white dude. Yes there can be shady people, just like some white shady dudes in LA and NYC. Let’s not forget Peter’s videos on the appalachians of the white lowlifes. A sikh cultural centre is NOT a temple. punjabis are not hindus. If you are taking documentaries atleast take it right, not biased.
Identity Attack0.44690517
Insult0.42367843
Profanity0.29209393
Threat0.020609349
Severe Toxicity0.023317307
Moderate 0.44002727 Constructive 0.534
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing …
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing to assimilate which is *really really stupid* Truth is that Indians family system *over time* will /has OVERWHELMED the white skinned systems in economics,savings,wealth accumulation etc and naturally OVER TIME the white settlers will get replaced by fitter, better equipped races & maybe *co-habitation,acceptance* will only delay the ending ?
Identity Attack0.47178617
Insult0.42367843
Profanity0.33453682
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.4398409 Constructive 0.615
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
When White Gangs are saying Brown Gangs are a big problem n killing women n children….. then why isn’t Canada deporting them all or locking Canadian Gangs up! Oh right cops and government are compliant
When White Gangs are saying Brown Gangs are a big problem n killing women n children….. then why isn’t Canada deporting them all or locking Canadian Gangs up! Oh right cops and government are compliant
Identity Attack0.50588524
Insult0.26395
Profanity0.075468846
Threat0.34804323
Severe Toxicity0.023364257
Moderate 0.43720075 Low Con 0.253 Identity Attack Moral_Argument
Feb 19, 2026 Canadian immigration officers investigating hundreds …
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 …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Identity Attack0.49032792
Insult0.26957804
Profanity0.14754629
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.539 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are …
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are peaceful people...and Punjabis are good for community they feed homeless people for free. You must hate muslims not hindus or indians..they are peace loving people
Identity Attack0.5051593
Insult0.26957804
Profanity0.07805514
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.575 Identity Attack
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Why should we allow this? Our country is becoming part Asia... and part Africa... I can't imagine that this is also understood abroad for white people and that they get a special place with a …
Why should we allow this? Our country is becoming part Asia... and part Africa... I can't imagine that this is also understood abroad for white people and that they get a special place with a mega church. but hey im a racist right
Identity Attack0.46028158
Insult0.20668297
Profanity0.17148167
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.45 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
8 years almost 9 I’m renewing work permits and waiting for permanent resident , something is not right . Black and Indians getting papers , white guy have problems . Im tired
8 years almost 9 I’m renewing work permits and waiting for permanent resident , something is not right . Black and Indians getting papers , white guy have problems . Im tired
Identity Attack0.49032792
Insult0.24928534
Profanity0.104876526
Threat0.013528148
Severe Toxicity0.022710243
Moderate 0.4014846 Constructive 0.538
Oct 1, 2025 1 likes IRCC Names India in Study …
Indians just created another Mini India in front of the white people right under there nose .
Indians just created another Mini India in front of the white people right under there nose .
Identity Attack0.46028158
Insult0.26957804
Profanity0.19155724
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.138
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass …
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass migration. Big eats small.
Identity Attack0.46028158
Insult0.24928534
Profanity0.15371579
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
Remember the white say human rights😂😂😂😂😂. Till your house all full😂😂😂😂
Remember the white say human rights😂😂😂😂😂. Till your house all full😂😂😂😂
Identity Attack0.4139151
Insult0.15236975
Profanity0.10363861
Threat0.042662576
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.205
Aug 26, 2025 Why Canadians Are Turning Against …
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.249 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.249 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
"they cant behave!" meanwhile the white dude here just walks around shirtless in the middle of the day. Oh wait that's your right, right? Imagine if an indian person did that.
"they cant behave!" meanwhile the white dude here just walks around shirtless in the middle of the day. Oh wait that's your right, right? Imagine if an indian person did that.
Identity Attack0.46028158
Insult0.19500497
Profanity0.099305905
Threat0.013702838
Severe Toxicity0.01735206
Moderate 0.3827457 Moderate Con 0.326
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
No one has ownership of a country. That is the problem, people, specifically whites, thinking they have the right to dictate who lives in a country they have no ownership rights too. These people actually …
No one has ownership of a country. That is the problem, people, specifically whites, thinking they have the right to dictate who lives in a country they have no ownership rights too. These people actually believe it’s their country alone. and it’s not just Canada, it’s a universal privilege they believe they have. It’s a mental illness rooted in hate. Go buy an island and complain over that.
Identity Attack0.38246045
Insult0.36365277
Profanity0.036651865
Threat0.008349842
Severe Toxicity0.01302678
Moderate 0.3827457 Moderate Con 0.333
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into …
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into society at large is it eventually seeps into racism in general towards other cultures (although it’s not right towards any culture or ethnicity). Basically if you’re not white or white passing people become less inclusive or accepting, or write you off thinking you’re a foreigner (have seen this being experienced by a lot of Canadian born friends). This is all in all a reflection of the failing critical thinking skills in our society and dumbing down of our culture. If you think you’re gonna sit cushy and you’re safe because you’re not one of the indians, well you just might be next! People have lost empathy and decency. A lot of the videos posted online are exaggerated posts to garner views and engagement, but it’s not necessarily the truth.
Identity Attack0.34324843
Insult0.35677677
Profanity0.12727508
Threat0.010783645
Severe Toxicity0.01935331
Moderate 0.37751234 Constructive 0.708 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Right, why not also ask the Wet'suweten, the Nlakapamux, the Haida, and the Xilcotin about the visa's the white man "produced" to steal their lands. What a joke.
Right, why not also ask the Wet'suweten, the Nlakapamux, the Haida, and the Xilcotin about the visa's the white man "produced" to steal their lands. What a joke.
Identity Attack0.4054415
Insult0.27763805
Profanity0.057443913
Threat0.012440704
Severe Toxicity0.015931819
Moderate 0.37751234 Moderate Con 0.409
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else …
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else can live. Everyone should be welcomed and supported here, regardless of their race, ethnicity, sex, faith, gender, sexuality, and physical or mental differences. The only People who don't belong in Canada are those who have given in to racism, bigotry, and hate.
Identity Attack0.39966375
Insult0.28791866
Profanity0.022423252
Threat0.008466354
Severe Toxicity0.013091337
Moderate 0.37576625 Constructive 0.653 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Funny bc the colonizer's are crying about been replaced when they did they same thing and claim the country as theirs, white pple are funny they think it's their God given rights to enter another …
Funny bc the colonizer's are crying about been replaced when they did they same thing and claim the country as theirs, white pple are funny they think it's their God given rights to enter another country and colonize it but others can't, same with the ones in Australia crying 😂😂😂
Identity Attack0.4006267
Insult0.20434737
Profanity0.10549548
Threat0.012285355
Severe Toxicity0.01896597
Moderate 0.37340668 Moderate Con 0.46 Humor_Satire
Nov 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct from everyone else. But, if non-white people acquire a collective reputation as unemployed, criminal, poor or otherwise sketchy, whether due to immigration or something else, Canadians (white or non-white) are going to associate racial non-whiteness with low status, sketch, lumpenprol. And once people make that association forms, Canada is going to become a much worse place for all brown people.
Identity Attack0.4139151
Insult0.28997475
Profanity0.04792466
Threat0.009799767
Severe Toxicity0.015996376
Moderate 0.37073207 Constructive 0.594
Jun 17, 2025 How Canada broke its immigration …

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.