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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: "You are just a racist …" 1,070 comments · Page 26 of 43
You guys are racist now, according to you
You guys are racist now, according to you
Identity Attack0.36702603
Insult0.34548226
Profanity0.1719469
Threat0.010032792
Severe Toxicity0.021419114
Moderate 0.4269174 Low Con 0.259 Meta_Commentary
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Identity Attack0.49855098
Insult0.27146968
Profanity0.15371579
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.353 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
The guy with the bike is so honest he seems racist 😅😅😅
The guy with the bike is so honest he seems racist 😅😅😅
Identity Attack0.31307843
Insult0.27146968
Profanity0.16450337
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.312 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
the bike guy is def more racist than the next guy
the bike guy is def more racist than the next guy
Identity Attack0.31892163
Insult0.38406035
Profanity0.16031636
Threat0.010395273
Severe Toxicity0.019998873
Moderate 0.4269174 Low Con 0.204 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol @ all the racists losing their minds in the comments.
Lol @ all the racists losing their minds in the comments.
Identity Attack0.27340925
Insult0.46173862
Profanity0.059948977
Threat0.009281937
Severe Toxicity0.01502803
Moderate 0.4269174 Low Con 0.148
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting …
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting your country to become India is very justifiable 😂 But saying they ate poo and being racially stereotypical is not good . 🫤
Identity Attack0.4453683
Insult0.35849577
Profanity0.2980872
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.666
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy with the bicycle is so racist and you laughing and enjoying what he says shows a lot.
The guy with the bicycle is so racist and you laughing and enjoying what he says shows a lot.
Identity Attack0.23922618
Insult0.4339631
Profanity0.06044999
Threat0.008103873
Severe Toxicity0.013801457
Moderate 0.4269174 Low Con 0.249 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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)
Racist af
Racist af
Identity Attack0.23239216
Insult0.4339631
Profanity0.29209393
Threat0.011586283
Severe Toxicity0.053837523
Moderate 0.4269174 Moderate Con 0.345
Sep 29, 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)
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)
Yo u gave that racist guy way 2 much screen time 🙄🤔
Yo u gave that racist guy way 2 much screen time 🙄🤔
Identity Attack0.24462871
Insult0.36798462
Profanity0.17101645
Threat0.012492486
Severe Toxicity0.02258113
Moderate 0.4269174 Low Con 0.236 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
That was the nicest racist ever! I like that dude! 💯
That was the nicest racist ever! I like that dude! 💯
Identity Attack0.36702603
Insult0.24928534
Profanity0.18417911
Threat0.043309137
Severe Toxicity0.023692908
Moderate 0.4269174 Moderate Con 0.422 Humor_Satire
Jan 27, 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...
"I'm just as racist as the next guy." 🤭😂 Word.
"I'm just as racist as the next guy." 🤭😂 Word.
Identity Attack0.36702603
Insult0.34135336
Profanity0.10240069
Threat0.013217449
Severe Toxicity0.020902663
Moderate 0.4269174 Moderate Con 0.328 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
Identity Attack0.44690517
Insult0.33998606
Profanity0.13256322
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.278 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Lmfao i only see scared racists in the comment section.
Lmfao i only see scared racists in the comment section.
Identity Attack0.33352965
Insult0.37506318
Profanity0.20916378
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.178 Meta_Commentary
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah deffo racist
Yeah deffo racist
Identity Attack0.34649673
Insult0.39297962
Profanity0.22592722
Threat0.011482717
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.337 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on bike is just racist af and admits it
Guy on bike is just racist af and admits it
Identity Attack0.31015682
Insult0.40243408
Profanity0.22522148
Threat0.0101363575
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.206
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Holy racists galore
Holy racists galore
Identity Attack0.3817989
Insult0.3493834
Profanity0.17926037
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.319 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Bro.. canadian here.. I was recently turned racist.. because of all these people
Bro.. canadian here.. I was recently turned racist.. because of all these people
Identity Attack0.44690517
Insult0.28586254
Profanity0.08678388
Threat0.009955117
Severe Toxicity0.01896597
Moderate 0.42568782 Moderate Con 0.449 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I've bin doing alot of sales on Facebook marketplace and can't help but notice a pattern of the Indians being the least reliable and most Scammy I wasn't racist until a few year ago when …
I've bin doing alot of sales on Facebook marketplace and can't help but notice a pattern of the Indians being the least reliable and most Scammy I wasn't racist until a few year ago when they started flooding into this country they're just plain and simple not as respectful.
Identity Attack0.46050715
Insult0.40243408
Profanity0.21348765
Threat0.015429466
Severe Toxicity0.02373986
Moderate 0.42568782 Constructive 0.626 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
Identity Attack0.1769227
Insult0.37506318
Profanity0.16264248
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.306 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, generalizing an entire country based on hateful reels that I know you make as well. This adds fuel to the fire. By your logic, you probably live in a crack den, surviving on canned beans and food I wouldn’t even feed my farm animals, doped up on speed, living the American dream? I should make a video showing Tyler Oliveira’s homeland and cut to montages of Kensington, Philadelphia, Skidrow, and all those poor homeless communities you visit and antagonize for views and money. I should show all the weirdos that you know wander the streets of the country you call home, hurting and killing people in the name of beef or some ridiculously moronic bullshit. At least I don’t have to worry about getting shot or kidnapped by masked men in my country, but go on, bro, focus on the poop slingers and beggars. I’m absolutely not against you making videos on such topics, highlighting the abuse of the immigration system in both countries is important and above that, is your right to express yourself or report on. However, adding these unwanted tangents for clout and view baiting is not the definition of “independent journalism” that you claim to do. I was a huge fan of yours, but ever since you started making content about immigrants in New York City, you’ve gone down a very dark path. I hope you reflect on your actions and reconsider your outlook on the world.
Identity Attack0.12556632
Insult0.44126466
Profanity0.1308005
Threat0.02613456
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.686 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian and Japanese here, I know this may come off as a little racist to my own culture, but Indian people are the most insufferable people on the planet. I don’t live in Brampton I’m …
Indian and Japanese here, I know this may come off as a little racist to my own culture, but Indian people are the most insufferable people on the planet. I don’t live in Brampton I’m in Australia but the majority of the Punjabi people here are so insufferable I can’t take it. (I’m Bengali fyi) it’s not just Punjabi people tho a lot of other dialects are like that, even where I’m from. But yeah, don’t attack me it’s just my opinion.
Identity Attack0.50515443
Insult0.36798462
Profanity0.2253223
Threat0.035113025
Severe Toxicity0.030523606
Moderate 0.42349213 Constructive 0.683 Identity Attack Personal_Narrative
Jan 29, 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.