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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: "The White guy on the …" 240 comments · Page 6 of 10
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
Identity Attack0.46028158
Insult0.31740165
Profanity0.22572558
Threat0.027343199
Severe Toxicity0.023246882
Moderate 0.4398409 Moderate Con 0.331 Humor_Satire
Jan 2, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and …
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and stereotyping different groups
Identity Attack0.46028158
Insult0.40243408
Profanity0.11230402
Threat0.010369381
Severe Toxicity0.02296847
Moderate 0.4398409 Moderate Con 0.312 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
no hate to white people , but u dont have to add all ragebait pics in the video i have tons of video which can ragebait u guys easily. if you dont beleive me dm …
no hate to white people , but u dont have to add all ragebait pics in the video i have tons of video which can ragebait u guys easily. if you dont beleive me dm i will send you in dm
Identity Attack0.4482637
Insult0.23237456
Profanity0.27139977
Threat0.34804323
Severe Toxicity0.02514347
Moderate 0.4394682 Moderate Con 0.384 Meta_Commentary
Feb 16, 2026 Inside Canada's Indian Invasion...
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a …
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a bike. Why would you include him saying black people from subsaharan Africa are dumb when it has nothing to do with this video? You could have just included his perspective on Indians but you gave him so much time to go on a tangent and a racist rant.
Identity Attack0.46028158
Insult0.43296707
Profanity0.22663295
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.43230394 Constructive 0.717 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
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...
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 …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy why come Canada tell me
Identity Attack0.48915586
Insult0.26957804
Profanity0.02973333
Threat0.010395273
Severe Toxicity0.019740647
Moderate 0.4269174 Low Con 0.252
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Identity Attack0.50515604
Insult0.26957804
Profanity0.16636424
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.457 Identity Attack Unverified_Claim
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Love the honesty. The white guys comment concerning African people is an uneducated comment.
Love the honesty. The white guys comment concerning African people is an uneducated comment.
Identity Attack0.4774257
Insult0.33964422
Profanity0.08613731
Threat0.008259222
Severe Toxicity0.016383713
Moderate 0.42349213 Moderate Con 0.475 Moral_Argument
Feb 25, 2026 Inside Canada's Indian Invasion...
White guy is spitting facts
White guy is spitting facts
Identity Attack0.46028158
Insult0.28586254
Profanity0.22105443
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.289 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar …
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar for every crime commited by white people across Americas its like you're trying to provoke people against each other
Identity Attack0.38215697
Insult0.21368977
Profanity0.19278693
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.42129645 Constructive 0.543
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
😮the guy with the bike is very basic…. Not an ounce of intelligence in there👀…. He’s an immigrant….I feel for the native Canadians having to see their beloved country experience a second wave of colonisation …
😮the guy with the bike is very basic…. Not an ounce of intelligence in there👀…. He’s an immigrant….I feel for the native Canadians having to see their beloved country experience a second wave of colonisation … the white Canadians are immigrants just like the Indians 🙄
Identity Attack0.46028158
Insult0.34782293
Profanity0.037904397
Threat0.008582866
Severe Toxicity0.01935331
Moderate 0.41168427 Moderate Con 0.394 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name …
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly and I don’t have a problem with them. They come to Brampton because in Punjab they have posters of Brampton on their travel agencies to be among their people. Now the guy on the bike, lmao. Thanks Tyler for making the bike guy our white ambassador. Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are a white teenager, you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly, and I don’t have a problem with them. They come to Brampton because in Punjab, they have posters of Brampton in their travel agencies to be among their people. Now, the guy on the bike, lmao. Thanks, Tyler, for making the bike guy our white ambassador.
Identity Attack0.46028158
Insult0.36537176
Profanity0.20808282
Threat0.02924249
Severe Toxicity0.023223408
Moderate 0.41168427 Constructive 0.712 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i-m from Romania and i have a friend who moved to Canada 15 years ago after finishing highschool, for a better life. He had a business there, married a girl (from Canada) and had kids. …
i-m from Romania and i have a friend who moved to Canada 15 years ago after finishing highschool, for a better life. He had a business there, married a girl (from Canada) and had kids. Last month they all moved back to Romania after selling the business, i asked him why, he told me it-s because he was the only white guy in the hood, only browns and trash, pooping on the streets, etc, i did not belive him but now i see this video!! i-m sharing this with him hahahah
Identity Attack0.45348886
Insult0.36798462
Profanity0.2661772
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.626 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
That white guy with the orange vest stokes violence. I think everyone should just get over it, evolution of human migration is a fact. Nothing ever remains the same.
That white guy with the orange vest stokes violence. I think everyone should just get over it, evolution of human migration is a fact. Nothing ever remains the same.
Identity Attack0.46028158
Insult0.24928534
Profanity0.12286829
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.48 Moral_Argument
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 …
so the white guy is the one who face racism in there own country 😂
so the white guy is the one who face racism in there own country 😂
Identity Attack0.46028158
Insult0.17610447
Profanity0.094219476
Threat0.011430934
Severe Toxicity0.019482423
Moderate 0.39987978 Low Con 0.239 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Identity Attack0.49584505
Insult0.16795322
Profanity0.099305905
Threat0.028379176
Severe Toxicity0.019482423
Moderate 0.3977292 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike …
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike is describing... the states and cities surrouding me as well. With karen feminists making sure they destroy the rest of us and having the white men escape to find their kryptonite the tight asians im about the go study the torah to make sure i have atleast half italian kids that can look like me.
Identity Attack0.48915586
Insult0.2659317
Profanity0.22592722
Threat0.071698055
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.428 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
What do you expect if the birth rate among white women is so low? What do you complain about? White guys want to have AT LEAST 3 children per family just to replace themselves and …
What do you expect if the birth rate among white women is so low? What do you complain about? White guys want to have AT LEAST 3 children per family just to replace themselves and create one new member of society.
Identity Attack0.46028158
Insult0.1935001
Profanity0.096805766
Threat0.012440704
Severe Toxicity0.020644438
Moderate 0.39644176 Moderate Con 0.325 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, …
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, what they did to the Red Indians 😂😂😂
Identity Attack0.46028158
Insult0.1669316
Profanity0.11168506
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.38811707 Low Con 0.193 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White guy Ancestors Emigrate (Infade)the Country of the Aboriginals!! Canada!!
White guy Ancestors Emigrate (Infade)the Country of the Aboriginals!! Canada!!
Identity Attack0.458714
Insult0.1823172
Profanity0.066963166
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.38811707 Low Con 0.21 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.