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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: "this is the definition of …" 128 comments · Page 2 of 6
The dude on the bike is definitely autistic 😂
The dude on the bike is definitely autistic 😂
Identity Attack0.38246045
Insult0.48627716
Profanity0.22105443
Threat0.0086087575
Severe Toxicity0.023106033
Moderate 0.4826145 Low Con 0.221 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
These ladies working in in CIRC are useless, just taking their salaries, no definite statistics to prove. All of you in that panel answering the MP should resign.
These ladies working in in CIRC are useless, just taking their salaries, no definite statistics to prove. All of you in that panel answering the MP should resign.
Identity Attack0.09410924
Insult0.5678696
Profanity0.08775374
Threat0.012078222
Severe Toxicity0.013995127
Moderate 0.48141238 Low Con 0.237 Insult
Oct 1, 2025 IRCC Names India in Study …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s culture is mass shootings, Pedophilia and rape also (see how that doesn’t actually make sense) . And secondly Canada had more rapes per 100,000 than a lot of countries in Africa so I guess it’s Canadian culture too 🤷🏽‍♀️
Identity Attack0.44690517
Insult0.4378843
Profanity0.2258264
Threat0.13245705
Severe Toxicity0.031420294
Moderate 0.47886392 Constructive 0.516 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Wtf bro the guy with the bike , he got it wrong about Eritrean, they're very hard working, you will never gonna find a homeless person maybe 1 out of 100, that's a maybe. But …
Wtf bro the guy with the bike , he got it wrong about Eritrean, they're very hard working, you will never gonna find a homeless person maybe 1 out of 100, that's a maybe. But definitely they don't speak a good English.
Identity Attack0.36702603
Insult0.3388922
Profanity0.47435758
Threat0.0138755
Severe Toxicity0.024866661
Moderate 0.47323486 Constructive 0.505 Identity_Assertion
Feb 20, 2026 Inside Canada's Indian Invasion...
imagine 50% Indians inside a air conditioning fast food, will definitely choke you
imagine 50% Indians inside a air conditioning fast food, will definitely choke you
Identity Attack0.48915586
Insult0.26957804
Profanity0.26583168
Threat0.44942492
Severe Toxicity0.13336399
Moderate 0.46186632 Low Con 0.166 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Damn Tyler was in Montreal ... Definitely would have chilled
Damn Tyler was in Montreal ... Definitely would have chilled
Identity Attack0.021083053
Insult0.24928534
Profanity0.5013569
Threat0.009540852
Severe Toxicity0.023076924
Moderate 0.4402136 Moderate Con 0.466 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Identity Attack0.5108175
Insult0.32211447
Profanity0.16450337
Threat0.026652548
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.168 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is dangerous. I am definitely Unsubscibing. Do better, Tyler. U could do good with your footage, but you leave things way too open and lacking in deeply important nuance. These ciews can easily …
This video is dangerous. I am definitely Unsubscibing. Do better, Tyler. U could do good with your footage, but you leave things way too open and lacking in deeply important nuance. These ciews can easily be used as bias leaning toward racism. Increase your understanding of xenophobia and these issues, please. You're spreading ignorance and hate with your work, while posing as being impartial. The lowest thing u could do.
Identity Attack0.08583717
Insult0.36798462
Profanity0.10920923
Threat0.011223801
Severe Toxicity0.016706496
Moderate 0.4269174 Constructive 0.705 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
5:40 what is he talking about?? R*** is definitely against African culture, and Africans are not slow.. I just visited Kenya a month ago, while there was some people that were rude, touchy, aggressive, etc. …
5:40 what is he talking about?? R*** is definitely against African culture, and Africans are not slow.. I just visited Kenya a month ago, while there was some people that were rude, touchy, aggressive, etc. it was great we went to some high fashion couture events, parties, etc and it was all fun. Also my dad is Kenyan native, tribe is luo and he’s currently an important engineer and software engineer for multiple large companies.
Identity Attack0.38826546
Insult0.27146968
Profanity0.3496935
Threat0.023371955
Severe Toxicity0.023974609
Moderate 0.42568782 Constructive 0.796 Personal_Narrative
Feb 6, 2026 2 likes 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...
0:17 he's totally wrong. They definitely do eat poo in Canada. You can check the manifests of Canadian Customs showing imports of fresh cow dung cake all coming from India for Indian consumption. The only …
0:17 he's totally wrong. They definitely do eat poo in Canada. You can check the manifests of Canadian Customs showing imports of fresh cow dung cake all coming from India for Indian consumption. The only difference is that they're eating it behind closed doors in Canada and in their hindoo temples. Also the upper class/castes are the biggest consumers of cow poop and urine anyway.
Identity Attack0.3817989
Insult0.36021477
Profanity0.22542313
Threat0.008919456
Severe Toxicity0.023076924
Moderate 0.41690505 Constructive 0.584 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The bicyle guy is the definition of racist
The bicyle guy is the definition of racist
Identity Attack0.2869935
Insult0.40243408
Profanity0.14049543
Threat0.00933372
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.177 Meta_Commentary
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Jesus Christ that is Surrey's Mayor? She speaks like a librarian with zero confidence. Definitely just a figurehead lol.
Jesus Christ that is Surrey's Mayor? She speaks like a librarian with zero confidence. Definitely just a figurehead lol.
Identity Attack0.022791367
Insult0.44802538
Profanity0.06946823
Threat0.0071070488
Severe Toxicity0.00831604
Moderate 0.3974717 Low Con 0.229 Meta_Commentary
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Lies, lies, and more lies. Look around you. Canadians aren’t the ones working. Vast majority are people who have been here since Trudeau became prime minister. I’m not saying that Justin burned down the ship …
Lies, lies, and more lies. Look around you. Canadians aren’t the ones working. Vast majority are people who have been here since Trudeau became prime minister. I’m not saying that Justin burned down the ship but he definitely set it on fire 🔥 🔥 🔥
Identity Attack0.18468912
Insult0.36798462
Profanity0.02126184
Threat0.06820184
Severe Toxicity0.014898917
Moderate 0.38811707 Moderate Con 0.426 Unverified_Claim
Jan 1, 2026 Deportations From Canada at Their …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just put them in the middle of nowhere and killed their kids in schools centuries ago. Canadians let them get addicted to drugs and let their communities crumble. Now when a community shows up with a harder WORK ETHIC than the locals, THERE IS A PROBLEM???? Its called Getting on the GRIND. But @6:40 Not all the Kids... but a good portion are TAKING AWAY OUR IDENTITY. I work with some amazing humble guys from India... but the same does not go for the rest.
Identity Attack0.27701542
Insult0.30797598
Profanity0.06395709
Threat0.12536226
Severe Toxicity0.02296847
Moderate 0.37751234 Constructive 0.718 Personal_Narrative
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty of this nonsense.
Identity Attack0.13591312
Insult0.37960073
Profanity0.032894265
Threat0.061412923
Severe Toxicity0.009384155
Moderate 0.37458646 Moderate Con 0.492 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
They worship a monkey, and it's definitely not Kong
They worship a monkey, and it's definitely not Kong
Identity Attack0.10221587
Insult0.35333878
Profanity0.17566866
Threat0.008789998
Severe Toxicity0.014511578
Moderate 0.37073207 Low Con 0.164
Jan 27, 2026 Inside Canada's Indian Invasion...
Low intelligence 😂he definitely watches HODGETWINS ✅️
Low intelligence 😂he definitely watches HODGETWINS ✅️
Identity Attack0.013546381
Insult0.40243408
Profanity0.07482228
Threat0.007883795
Severe Toxicity0.010299683
Moderate 0.36456755 Low Con 0.144
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , MEK, HTS, … In the number Indians are moving abroad Just imagine if there were a million azov were in Canada 💀
Identity Attack0.3817989
Insult0.2659317
Profanity0.048425674
Threat0.011379151
Severe Toxicity0.017287504
Moderate 0.36095104 Moderate Con 0.309 Unverified_Claim
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS …
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS TO THE MAFIA LIBERAL PARTY THAT OPENED THE DOORS FOR THEM.
Identity Attack0.30256465
Insult0.3393024
Profanity0.028640235
Threat0.010239923
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.346
Sep 29, 2025 IRCC Names India in Study …
As a canadian. And as somebody who has a mother who is living currently in Brampton. It's definitely packed and swarmed with indians. I believe 53% of the population of Brampton is Indian. Let that …
As a canadian. And as somebody who has a mother who is living currently in Brampton. It's definitely packed and swarmed with indians. I believe 53% of the population of Brampton is Indian. Let that sink in.
Identity Attack0.39334553
Insult0.16266862
Profanity0.044417568
Threat0.05753354
Severe Toxicity0.015286255
Moderate 0.33836752 Constructive 0.639 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures? Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous. As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Identity Attack0.37953663
Insult0.26957804
Profanity0.07449899
Threat0.012440704
Severe Toxicity0.01483436
Moderate 0.33504707 Constructive 0.785 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white …
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white people to hate the past, feminism, and queer theory being pushed, definitely doesn't help. I can't even go to a foodbank for a few basics, without a 3 hour wait from all the recent immigrants that don't speak English, and push their way thru lines
Identity Attack0.39773783
Insult0.16788013
Profanity0.055940874
Threat0.008738215
Severe Toxicity0.012207031
Moderate 0.3281604 Constructive 0.661 Economic_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Get ready Canada for some Indian toe food in your restaurants. Your food will definitely smell like punjabi
Get ready Canada for some Indian toe food in your restaurants. Your food will definitely smell like punjabi
Identity Attack0.381025
Insult0.16875735
Profanity0.0569429
Threat0.008000307
Severe Toxicity0.011672974
Moderate 0.3250515 Moderate Con 0.369 Humor_Satire
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.