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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I am the only white …" 1,674 comments · Page 43 of 67
I use to live in brampton and I'm white. When I was attending school people were racist to me, thats how bad it is. Mind u I have friends who are indian so I got …
I use to live in brampton and I'm white. When I was attending school people were racist to me, thats how bad it is. Mind u I have friends who are indian so I got nothing against them it's just they can be so mean and racist.
Identity Attack0.40158966
Insult0.25998658
Profanity0.17241211
Threat0.010990778
Severe Toxicity0.017481172
Moderate 0.37576625 Constructive 0.742 Personal_Narrative
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Pretty sure these Indian migrants won't work at Brampton as they pay cash in hand and way below minimum wage. Rather they work for White Canadian who they keep saying to go back to Europe …
Pretty sure these Indian migrants won't work at Brampton as they pay cash in hand and way below minimum wage. Rather they work for White Canadian who they keep saying to go back to Europe 🙄
Identity Attack0.44690517
Insult0.18728738
Profanity0.03690237
Threat0.007922632
Severe Toxicity0.014188796
Moderate 0.37576625 Moderate Con 0.427
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
White dude on a bike makes some valid points.
White dude on a bike makes some valid points.
Identity Attack0.39870077
Insult0.15840563
Profanity0.084844165
Threat0.07399795
Severe Toxicity0.023076924
Moderate 0.37576625 Moderate Con 0.35
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are immigrants bro. Actual Canadians are very less. Not all the white peoples are Canadian here.
Canadians are immigrants bro. Actual Canadians are very less. Not all the white peoples are Canadian here.
Identity Attack0.46028158
Insult0.16861114
Profanity0.0569429
Threat0.007870848
Severe Toxicity0.014059683
Moderate 0.37576625 Moderate Con 0.338 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter …
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter the country need to have higher IQs then him.
Identity Attack0.38699543
Insult0.26957804
Profanity0.09899642
Threat0.012026439
Severe Toxicity0.016964722
Moderate 0.37458646 Moderate Con 0.436 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
Identity Attack0.44690517
Insult0.15485314
Profanity0.11601777
Threat0.011275585
Severe Toxicity0.020902663
Moderate 0.37458646 Moderate Con 0.392 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
When you say invasion it means committing genocide of millions and looting their culture And claim their landmass as yours For example what white Europeans did with Canadian and Red Indians
When you say invasion it means committing genocide of millions and looting their culture And claim their landmass as yours For example what white Europeans did with Canadian and Red Indians
Identity Attack0.41975367
Insult0.1640896
Profanity0.041912504
Threat0.13815513
Severe Toxicity0.021548226
Moderate 0.37458646 Moderate Con 0.386 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
One of them was openly communal and racist. The white in the orange jacket.
One of them was openly communal and racist. The white in the orange jacket.
Identity Attack0.4054415
Insult0.26957804
Profanity0.06345607
Threat0.009074804
Severe Toxicity0.01412424
Moderate 0.37340668 Moderate Con 0.352 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Funny bc the colonizer's are crying about been replaced when they did they same thing and claim the country as theirs, white pple are funny they think it's their God given rights to enter another …
Funny bc the colonizer's are crying about been replaced when they did they same thing and claim the country as theirs, white pple are funny they think it's their God given rights to enter another country and colonize it but others can't, same with the ones in Australia crying 😂😂😂
Identity Attack0.4006267
Insult0.20434737
Profanity0.10549548
Threat0.012285355
Severe Toxicity0.01896597
Moderate 0.37340668 Moderate Con 0.46 Humor_Satire
Nov 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Identity Attack0.44690517
Insult0.17486192
Profanity0.07805514
Threat0.011689849
Severe Toxicity0.015996376
Moderate 0.37340668 Moderate Con 0.366 Moral_Argument
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I think yall forget white people are not even the native population of Canada. I bet yall would have no problem if it was a Ukrainian "invasion"😊
I think yall forget white people are not even the native population of Canada. I bet yall would have no problem if it was a Ukrainian "invasion"😊
Identity Attack0.44690517
Insult0.16751462
Profanity0.043415543
Threat0.012803185
Severe Toxicity0.015544481
Moderate 0.37340668 Moderate Con 0.41 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since …
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since forever and for a while it seemed like immigrants were fine with that but this new generation of immigrants would really love to see our country turn into theirs despite a lot of them seeking asylum or a better life here its ridicules to think anyone who's white is racist when all they wish to see Canada as it used to be with immigrants that respected and valued the countries norms
Identity Attack0.3817989
Insult0.35016364
Profanity0.08678388
Threat0.008686432
Severe Toxicity0.012435913
Moderate 0.37340668 Constructive 0.74 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, then it's time to get it back. Let's be honest as an immigrant. The biggest pushback I've ever got for the observation of truth is from white liberals. I've been called racist for defending whites.
Identity Attack0.44690517
Insult0.2469859
Profanity0.079025
Threat0.0103175985
Severe Toxicity0.01302678
Moderate 0.37340668 Constructive 0.625 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
Identity Attack0.39461556
Insult0.16809943
Profanity0.07934829
Threat0.058503386
Severe Toxicity0.01896597
Moderate 0.37340668 Moderate Con 0.397 Question
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want and need. Plain and simple. I dont see white canadians or amaricans as politicians in any other country! Its all their own people! India, Pakistan, China and so on. Canada needs to stand strong against outsiders and new comers who think their coming here to bring there BS
Identity Attack0.43256098
Insult0.24928534
Profanity0.108590275
Threat0.010628296
Severe Toxicity0.017416617
Moderate 0.37340668 Constructive 0.522
Oct 12, 2025 IRCC Names India in Study …
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Identity Attack0.4006267
Insult0.16875735
Profanity0.03389629
Threat0.010757755
Severe Toxicity0.0127685545
Moderate 0.3722269 Moderate Con 0.305 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
White dude with mittens spitting facts.
White dude with mittens spitting facts.
Identity Attack0.38215697
Insult0.23704576
Profanity0.10920923
Threat0.012492486
Severe Toxicity0.015931819
Moderate 0.3722269 Moderate Con 0.303 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
at this point do we even need refugees? why aren't we getting white people to make more babies. that's the part i dont get.
at this point do we even need refugees? why aren't we getting white people to make more babies. that's the part i dont get.
Identity Attack0.44690517
Insult0.1378885
Profanity0.08419759
Threat0.012751401
Severe Toxicity0.017158391
Moderate 0.3722269 Moderate Con 0.307 Identity_Assertion
Nov 22, 2025 Thousands of refugees allowed into …
I’m not a racism but I believe the white must be here to keep the world safe.
I’m not a racism but I believe the white must be here to keep the world safe.
Identity Attack0.44690517
Insult0.15236975
Profanity0.1067334
Threat0.0138755
Severe Toxicity0.020515325
Moderate 0.3722269 Moderate Con 0.424 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Identity Attack0.4453683
Insult0.1342682
Profanity0.09324962
Threat0.013165667
Severe Toxicity0.018578632
Moderate 0.3722269 Moderate Con 0.405 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They ruined this country for post nationalism there are books on this that proudly spout Canada is past the point of no return they did it on purpose replace white people gonna be 46% in …
They ruined this country for post nationalism there are books on this that proudly spout Canada is past the point of no return they did it on purpose replace white people gonna be 46% in 2041 down from 95% in 1990 https://www150.statcan.gc.ca/n1/daily-quotidien/220908/g-a005-eng.htm were cooked all planned
Identity Attack0.36733335
Insult0.1711343
Profanity0.12551236
Threat0.046541955
Severe Toxicity0.017093835
Moderate 0.3722269 Low Con 0.249 Fear_Threat
Jun 20, 2025 1 likes How Canada broke its immigration …
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. …
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. African love every Body and only the weak people hate other people. Racism equal weakness. Don't Let Nobody Fool You The truth is you like or not all Human beings are equal.
Identity Attack0.38826546
Insult0.21368977
Profanity0.10549548
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.3722269 Moderate Con 0.438 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree 100% with all the problems and issues, but on the scale of things, atleast the Sikhs are usually super nice calm non violent people. As the one white dude said, they got the …
I agree 100% with all the problems and issues, but on the scale of things, atleast the Sikhs are usually super nice calm non violent people. As the one white dude said, they got the best of the worst aka much rather have Sikhs than the violent African groups .
Identity Attack0.46028158
Insult0.191015
Profanity0.1184936
Threat0.03787563
Severe Toxicity0.020515325
Moderate 0.3722269 Constructive 0.73 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
White people will be minorities in 20 years in canada
White people will be minorities in 20 years in canada
Identity Attack0.44690517
Insult0.1342682
Profanity0.07740857
Threat0.017328756
Severe Toxicity0.016706496
Moderate 0.3722269 Low Con 0.146 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro goes into store let’s see how many white people are here, sees not one like that’s a bad thing. I like this dudes videos but idk man just as negative as the news in …
Bro goes into store let’s see how many white people are here, sees not one like that’s a bad thing. I like this dudes videos but idk man just as negative as the news in my opinion. And first time I’m saying this a bit racist
Identity Attack0.3817989
Insult0.14874944
Profanity0.16217725
Threat0.016810767
Severe Toxicity0.01986976
Moderate 0.3722269 Constructive 0.546 Policy_Critique
Jan 27, 2026 1 likes 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.