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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: "This is what a white …" 1,674 comments · Page 10 of 67
LOL, IT IS STOLEN LAND. STOLEN BY WHITE MEN. SO STFU
LOL, IT IS STOLEN LAND. STOLEN BY WHITE MEN. SO STFU
Identity Attack0.6320481
Insult0.5130944
Profanity0.39409557
Threat0.021472665
Severe Toxicity0.20984669
Moderate 0.681338 Low Con 0.134 Identity Attack Insult Humor_Satire
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
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 …
Tyler, how dare you laugh at that white man's Indophobic lies (that Indians eat their own poop)? And then you expect us to subscribe?? Shame on you. When you laugh along with obnoxious racists, instead …
Tyler, how dare you laugh at that white man's Indophobic lies (that Indians eat their own poop)? And then you expect us to subscribe?? Shame on you. When you laugh along with obnoxious racists, instead of correcting them, you become complicit in their racism.
Identity Attack0.57150364
Insult0.6370372
Profanity0.37503055
Threat0.017156094
Severe Toxicity0.17315048
Moderate 0.6744087 Moderate Con 0.378 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Close the borders the muslims are crazy we have way to much here Canada is now a joke freedom of speech for white people doesn't exist its a joke everytime we say anything we are …
Close the borders the muslims are crazy we have way to much here Canada is now a joke freedom of speech for white people doesn't exist its a joke everytime we say anything we are racist or they say white privelage in other countrys say africa example were its prominent ly black what do they call rich people black privileged white people call it rich privileged not white privileged so crazy
Identity Attack0.6487889
Insult0.6099415
Profanity0.20592089
Threat0.022681303
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.421 Identity Attack Insult
Sep 10, 2025 Why Canadians Are Turning Against …
Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even …
Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even mention the American flag. These are those Indians who are Canadian citizens and have been in Canada for more than 50 years, you will say the same thing for European White Christians who immigrate.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46222726
Threat0.021472665
Severe Toxicity0.17315048
Moderate 0.6744087 Moderate Con 0.397 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This white biker is racist af and he lying about Africans they smarter than his mother and father
This white biker is racist af and he lying about Africans they smarter than his mother and father
Identity Attack0.5698139
Insult0.5678696
Profanity0.33141375
Threat0.017156094
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.225 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I bet you probably no Canadian white.
Identity Attack0.58354634
Insult0.6675394
Profanity0.22622968
Threat0.012337137
Severe Toxicity0.05832097
Moderate 0.6744087 Low Con 0.206 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
Identity Attack0.6682205
Insult0.40243408
Profanity0.30161268
Threat0.4438339
Severe Toxicity0.34969926
Moderate 0.6667219 Low Con 0.288 Identity Attack Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
The white guy is so racist, he just hated africans
The white guy is so racist, he just hated africans
Identity Attack0.6649212
Insult0.48569724
Profanity0.32965264
Threat0.026652548
Severe Toxicity0.16960317
Moderate 0.6667219 Low Con 0.179 Identity Attack Identity_Assertion
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Import trash, become trash. They can have all Indian run businesses but whites cannot. Canada is cooked!
Import trash, become trash. They can have all Indian run businesses but whites cannot. Canada is cooked!
Identity Attack0.6007182
Insult0.61794597
Profanity0.20808282
Threat0.008841781
Severe Toxicity0.13863131
Moderate 0.6667219 Low Con 0.125 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using …
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using your niceness and generosity against you. They are evil.
Identity Attack0.60238177
Insult0.57566804
Profanity0.5013569
Threat0.016810767
Severe Toxicity0.16960317
Moderate 0.6667219 Moderate Con 0.345 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
How does white brits feel colonizing India pre independence. They taught the Indians their colonization trick..now suck it. 😂😂😂
How does white brits feel colonizing India pre independence. They taught the Indians their colonization trick..now suck it. 😂😂😂
Identity Attack0.5502601
Insult0.48675314
Profanity0.5381406
Threat0.048481647
Severe Toxicity0.31905776
Moderate 0.6611249 Low Con 0.171 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This racist white guy on IQ on african there are more nigerian doctors and they higher on sat test than whites
This racist white guy on IQ on african there are more nigerian doctors and they higher on sat test than whites
Identity Attack0.6458014
Insult0.5130944
Profanity0.33453682
Threat0.02613456
Severe Toxicity0.23125283
Moderate 0.6611249 Low Con 0.201 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
the crazy part is you think = "there is good white people", have you forgot whom you took the land from - canada was not yours white people, they for the real original tribals before …
the crazy part is you think = "there is good white people", have you forgot whom you took the land from - canada was not yours white people, they for the real original tribals before you KILLED them all. RACIST
Identity Attack0.57957685
Insult0.58196646
Profanity0.20916378
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.6611249 Low Con 0.286 Identity Attack Insult Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
White people always gotta take shots a black men. Lol 😂
White people always gotta take shots a black men. Lol 😂
Identity Attack0.6853638
Insult0.37052566
Profanity0.32120174
Threat0.54744303
Severe Toxicity0.29050803
Moderate 0.6611249 Low Con 0.233 Identity Attack Threat Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah but white people even dirtier
Yeah but white people even dirtier
Identity Attack0.6649212
Insult0.5678696
Profanity0.33808854
Threat0.011922873
Severe Toxicity0.16960317
Moderate 0.65996873 Low Con 0.226 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
The guy on the bike na8led it, the good white people moved, all what left is indians and trashy white people. Sad reality
The guy on the bike na8led it, the good white people moved, all what left is indians and trashy white people. Sad reality
Identity Attack0.6682205
Insult0.6051471
Profanity0.33141375
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.65996873 Low Con 0.26 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Im not canadian but indians raping other immigrants someone who isn't Canadian white. If you immigrant and not indian or white those assholes cheat, steal everything, social id to internet provider companies, full of scam. …
Im not canadian but indians raping other immigrants someone who isn't Canadian white. If you immigrant and not indian or white those assholes cheat, steal everything, social id to internet provider companies, full of scam. Fact: I can't pass driving test for to be teucker. I can't work in factories in mississauga or in Brampton. Rogers, fido, want me to pay money but I canceled inernet 10 years ago. I never take my return tax if I ask from indians, like sigma tax. I can't get diploma at the end of my graduation. I can't get job someone who is supervisor in the companies.
Identity Attack0.6106996
Insult0.58196646
Profanity0.46460027
Threat0.18597278
Severe Toxicity0.35040274
Moderate 0.6588125 Moderate Con 0.465 Identity Attack Insult
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Wtf When white europians captured whole north america and wipeing all native peoples that's 3:45 not invasion bro the wtf if indians are coming invasion 😂
Wtf When white europians captured whole north america and wipeing all native peoples that's 3:45 not invasion bro the wtf if indians are coming invasion 😂
Identity Attack0.57554024
Insult0.40975618
Profanity0.49576873
Threat0.071698055
Severe Toxicity0.33047765
Moderate 0.6588125 Low Con 0.205 Identity Attack Moral_Argument
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
The one white girl you talked to is a libtard, but its funny because "im a city worker i dont want to lose my job" she knows how fucked things are and knows she will …
The one white girl you talked to is a libtard, but its funny because "im a city worker i dont want to lose my job" she knows how fucked things are and knows she will get canceled like the ones she did it to.
Identity Attack0.49855098
Insult0.5101222
Profanity0.6672561
Threat0.020954676
Severe Toxicity0.17315048
Moderate 0.6588125 Moderate Con 0.333 Insult Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
These white pricks invaded Canada first. Ask them to leave first , after looting and invading countries all around the world and now they are asking Indians to go back. This generation of white descendants …
These white pricks invaded Canada first. Ask them to leave first , after looting and invading countries all around the world and now they are asking Indians to go back. This generation of white descendants have only one skills, that is all about making step dads and step moms, and they cry for opportunities without skills.😂
Identity Attack0.6637263
Insult0.62169385
Profanity0.38845423
Threat0.048481647
Severe Toxicity0.23224974
Moderate 0.6588125 Moderate Con 0.302 Identity Attack Insult Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
5:30 said by a fat white guy who's only way of transport is a bicycle😂😂😂
5:30 said by a fat white guy who's only way of transport is a bicycle😂😂😂
Identity Attack0.5680164
Insult0.5130944
Profanity0.26802593
Threat0.018192071
Severe Toxicity0.15706694
Moderate 0.6588125 Low Con 0.265 Identity Attack Insult Humor_Satire
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
A Canadian calling himself white trash is a great example of how we've been taught to hate ourselves.
A Canadian calling himself white trash is a great example of how we've been taught to hate ourselves.
Identity Attack0.6227552
Insult0.5935568
Profanity0.26641908
Threat0.008919456
Severe Toxicity0.070156105
Moderate 0.6588125 Moderate Con 0.415 Identity Attack Insult Identity_Assertion
Jan 27, 2026 32 likes Inside Canada's Indian Invasion...
my european white immigrant new Canadian friend have no problems with indian Canadians, but he had tremendous problems vs small q anon pr3d0cultist agressive fascist narcisisstic sadistic insane putinist trumpist trash q anon outta jail …
my european white immigrant new Canadian friend have no problems with indian Canadians, but he had tremendous problems vs small q anon pr3d0cultist agressive fascist narcisisstic sadistic insane putinist trumpist trash q anon outta jail group in scarborough.
Identity Attack0.55044734
Insult0.6675394
Profanity0.3194067
Threat0.012958534
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.47 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.