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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: "I am in talks with …" 516 comments · Page 5 of 21
The guy in the safety vest is usually clueless, entitled, prejudiced, and just trash. He looks up everything on Google and actually thinks he knows what he's talking about, which is infuriating.
The guy in the safety vest is usually clueless, entitled, prejudiced, and just trash. He looks up everything on Google and actually thinks he knows what he's talking about, which is infuriating.
Identity Attack0.026207991
Insult0.62169385
Profanity0.21132572
Threat0.008272167
Severe Toxicity0.017997624
Moderate 0.5559701 Moderate Con 0.309 Insult Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Should come to Edmonton to talk about the ass public transit system 💀
Should come to Edmonton to talk about the ass public transit system 💀
Identity Attack0.031980325
Insult0.34782293
Profanity0.4862434
Threat0.010472948
Severe Toxicity0.02373986
Moderate 0.5559701 Low Con 0.173 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
as a pakistani muslim highschooler living in brampton who lived in edmonton for half my life, we have so many issues in brampton, shit drivers, healthcare issues, racism, serious risk to life and property in …
as a pakistani muslim highschooler living in brampton who lived in edmonton for half my life, we have so many issues in brampton, shit drivers, healthcare issues, racism, serious risk to life and property in the rise of crime, but not everything is shit, a lot of punjabis here are actually great ppl, but there are lots of bad apples that make life in brampton sub par. if you talk to the right ppl and be in the right eviroments, brampton is okay..... still prefer edmonton.
Identity Attack0.46028158
Insult0.47384647
Profanity0.57236236
Threat0.011793415
Severe Toxicity0.12019568
Moderate 0.5532103 Constructive 0.759
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy is racist why doesnt he goes yo hillbilly areas and talk about white people
This guy is racist why doesnt he goes yo hillbilly areas and talk about white people
Identity Attack0.5124616
Insult0.47020787
Profanity0.22602804
Threat0.012492486
Severe Toxicity0.02453801
Moderate 0.5532103 Low Con 0.208 Identity Attack Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
The woman and other 2 person were Pakistani. The question is why is he talking mostly to Pakistani immigrants who will surely talk shit about Indians. It looks like purposefully wanted to show indian immigration …
The woman and other 2 person were Pakistani. The question is why is he talking mostly to Pakistani immigrants who will surely talk shit about Indians. It looks like purposefully wanted to show indian immigration on badside and not ahow actual opinions of people
Identity Attack0.50515443
Insult0.4339631
Profanity0.50818664
Threat0.012492486
Severe Toxicity0.05473421
Moderate 0.54823303 Moderate Con 0.477 Identity Attack
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one …
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one ill-literate stupid person who ate the cow-dung doesn't represent the whole of India. There are some stupid people in every country. Its a sensible and a resonable think to understand such realities. Before you talk about India please read and have some knowledge about each state then you'll understand each state is very different and a country by itself. Considering that all Indians are bad is not smart or nice. Looks like you are expecting some changes, ok, then try and work on for that rather than hating Indians as a whole.
Identity Attack0.36702603
Insult0.6109131
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.54325575 Constructive 0.739 Insult Moral_Argument
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
Guys talking about Africans like it’s not white people that are destroying the world
Guys talking about Africans like it’s not white people that are destroying the world
Identity Attack0.6007182
Insult0.36798462
Profanity0.22673377
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.54325575 Low Con 0.222 Identity Attack Moral_Argument
Mar 2, 2026 Inside Canada's Indian Invasion...
Why are you talking to that traitor to Alberta. Ugh
Why are you talking to that traitor to Alberta. Ugh
Identity Attack0.06340405
Insult0.6109131
Profanity0.062454045
Threat0.008686432
Severe Toxicity0.013801457
Moderate 0.54325575 Low Con 0.271 Insult Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
im sick of them I wont lie they are disgusting and most of them can't speak our language mostly in Quebec they can't talk French I dont understand why quebecors is allowing that
im sick of them I wont lie they are disgusting and most of them can't speak our language mostly in Quebec they can't talk French I dont understand why quebecors is allowing that
Identity Attack0.34974504
Insult0.5678696
Profanity0.16775991
Threat0.01238892
Severe Toxicity0.023076924
Moderate 0.52811706 Moderate Con 0.459 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Went camping. 2 Indian families set up next to us. Kept everyone awake for 2 nights. Talking partying laughing. Quiet time is 11 PM. The 2nd night. I lost it. Pointed my flashlight at them. …
Went camping. 2 Indian families set up next to us. Kept everyone awake for 2 nights. Talking partying laughing. Quiet time is 11 PM. The 2nd night. I lost it. Pointed my flashlight at them. Told them it was 2AM in the morning and people want to sleep. This is the second night. Your a bunch of ignorant bastards. Complete silence after that as they slinked to their tents. Still awake it’s too late. I felt like making all kinds of noise after that but I’m better then that
Identity Attack0.30103904
Insult0.5678696
Profanity0.45190978
Threat0.034422375
Severe Toxicity0.038593806
Moderate 0.52811706 Constructive 0.521 Insult Personal_Narrative
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
I avoid gen z AT ALL COSTS!! The sight of them gets on my nerves. The way they talk. The way they stare into their phones. And their uselessness.
I avoid gen z AT ALL COSTS!! The sight of them gets on my nerves. The way they talk. The way they stare into their phones. And their uselessness.
Identity Attack0.08170113
Insult0.5678696
Profanity0.22653213
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.52811706 Moderate Con 0.404 Insult Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
I don’t know what you’re talking about. Indian food is absolutely disgusting.
I don’t know what you’re talking about. Indian food is absolutely disgusting.
Identity Attack0.5504064
Insult0.47384647
Profanity0.25093055
Threat0.007598988
Severe Toxicity0.023076924
Moderate 0.52811706 Moderate Con 0.335 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
What the hell are you talking about, half the students can't even speak English.
What the hell are you talking about, half the students can't even speak English.
Identity Attack0.0376521
Insult0.29383746
Profanity0.5013569
Threat0.009437286
Severe Toxicity0.02430326
Moderate 0.52139956 Low Con 0.202 Fear_Threat
Jan 19, 2026 18 likes Why Canada’s immigration system has …
what are you looking native indians in canada wht ain talking about damt native indians of canada
what are you looking native indians in canada wht ain talking about damt native indians of canada
Identity Attack0.4911651
Insult0.46173862
Profanity0.4242778
Threat0.016120117
Severe Toxicity0.12282934
Moderate 0.52139956 Low Con 0.216 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Yep to many migrants coming over talking about “their hometown” we don’t want em. We aren’t racist we just don’t support a communist/useless government criminal gang.
Yep to many migrants coming over talking about “their hometown” we don’t want em. We aren’t racist we just don’t support a communist/useless government criminal gang.
Identity Attack0.42615733
Insult0.5678696
Profanity0.10549548
Threat0.009411395
Severe Toxicity0.020902663
Moderate 0.52007306 Moderate Con 0.375 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
You don’t have an even the slightest idea of what you’re talking about. Stop talking start doing. Our economy which is strongly resource driven. Get out here, learn a trade, pick up a shovel, a …
You don’t have an even the slightest idea of what you’re talking about. Stop talking start doing. Our economy which is strongly resource driven. Get out here, learn a trade, pick up a shovel, a hammer or push a damn wheelbarrow and help out.
Identity Attack0.02439919
Insult0.4555076
Profanity0.46460027
Threat0.10389658
Severe Toxicity0.02416241
Moderate 0.51980776 Moderate Con 0.353
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Message to all Indian students: You don't talk loud on the train in the quite zone area! If you could read the signs, you should understand and follow it! you are all annoying!
Message to all Indian students: You don't talk loud on the train in the quite zone area! If you could read the signs, you should understand and follow it! you are all annoying!
Identity Attack0.40255263
Insult0.5130944
Profanity0.16031636
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.408 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Identity Attack0.6007182
Insult0.40243408
Profanity0.10363861
Threat0.014738814
Severe Toxicity0.023552058
Moderate 0.51869136 Low Con 0.278 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it …
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it hadn't been a farming town for decades. Hell, when we moved here the Bramalea part of the city had a population well over 18,000 people, never mind Brampton as a whole. And that old church you talked about was a synagogue. I know because I grew up a few blocks from there in Professors Lake.
Identity Attack0.11512129
Insult0.4339631
Profanity0.5188411
Threat0.012337137
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.701
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not …
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not work. What a braindead talk. White people are the minority? There are 1000 cities with vast majority of white people...one area it is not the case and they say "Oh no, canada is not white anymore". Always the same strategies LOL...Sidenote: Canada was originally exactly NOT white as european immigrants stole it. Period. Canada was built by immigrants and with colonial money from india.
Identity Attack0.55044734
Insult0.4986907
Profanity0.11725569
Threat0.011120236
Severe Toxicity0.023880709
Moderate 0.51869136 Moderate Con 0.389 Identity Attack Identity_Assertion
Dec 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Rebel reporter of Somalian background her parents were refugees and through the good graces of the progressive liberals got the start up goody package that most Canadians would never receive ... A Somalian refugee recipient …
Rebel reporter of Somalian background her parents were refugees and through the good graces of the progressive liberals got the start up goody package that most Canadians would never receive ... A Somalian refugee recipient talking about refugees little hypocritical 😂😂😂😂 okie dokie😂😂😂😂😂 you need to keep her on the indigenous bashing demonizing routine I like the Nipsey Russell Sideshow on t her indigenous bashing. Having her talk about refugees is asinine 😂😂😂
Identity Attack0.38185352
Insult0.54525656
Profanity0.11911256
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.5140397 Moderate Con 0.423 Insult
Nov 21, 2025 Thousands of refugees allowed into …
enviable? really? then why does Global have to send a Chinese girl downtown to interview immigrants that have been here for 50 yrs, yet still can't speak basic English, not just them, I've seen people …
enviable? really? then why does Global have to send a Chinese girl downtown to interview immigrants that have been here for 50 yrs, yet still can't speak basic English, not just them, I've seen people that claim they've been here for 25, same thing, who also aren't Drs, professionals, you know all the delusions that you are talking about, cause that's the bullshit lie that we needed all these immigrants for skilled jobs, like the lie that all cabbies are really Drs, engineers, ect.... it's a lie, from the start, cause we needed to keep the boomers in the lifestyle they didn't pay for, ie all the debt/deficits since 68 when they started voting
Identity Attack0.38238457
Insult0.46923602
Profanity0.44431314
Threat0.025098583
Severe Toxicity0.07542343
Moderate 0.50789946 Constructive 0.511 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
The fake accent and smooth brain talk is so bad it’s not even funny idk how you convince yourself that sounds right sound like a straight Neanderthal
The fake accent and smooth brain talk is so bad it’s not even funny idk how you convince yourself that sounds right sound like a straight Neanderthal
Identity Attack0.2877625
Insult0.4555076
Profanity0.24818924
Threat0.010421164
Severe Toxicity0.023927659
Moderate 0.50789946 Low Con 0.153 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 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.