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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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30,738 comments · Page 302 of 1230
probably the worst race objectively
probably the worst race objectively
Identity Attack0.4054415
Insult0.25602314
Profanity0.19278693
Threat0.015602129
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.235 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Identity Attack0.28034934
Insult0.43296707
Profanity0.03915693
Threat0.014911477
Severe Toxicity0.015802706
Moderate 0.4013387 Low Con 0.262 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I think we can all agree we don't want our countries to become India😏
I think we can all agree we don't want our countries to become India😏
Identity Attack0.4911651
Insult0.18977246
Profanity0.13256322
Threat0.04233929
Severe Toxicity0.02411546
Moderate 0.4013387 Moderate Con 0.367 Comparative_Framing
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
I really hope you read this Tyler! You are a sad excuse for a journalist and I wish you nothing but the worst luck.
I really hope you read this Tyler! You are a sad excuse for a journalist and I wish you nothing but the worst luck.
Identity Attack0.012340514
Insult0.4339631
Profanity0.04792466
Threat0.08089764
Severe Toxicity0.013478675
Moderate 0.4013387 Moderate Con 0.386 Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
5:26 what did africa do again worry about Indians leave us alone 😅😅😅
5:26 what did africa do again worry about Indians leave us alone 😅😅😅
Identity Attack0.44690517
Insult0.16802633
Profanity0.12551236
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.297 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
why is there a statue of their god here in canada? SO EMBARASSING
why is there a statue of their god here in canada? SO EMBARASSING
Identity Attack0.35624164
Insult0.37960073
Profanity0.06946823
Threat0.008155655
Severe Toxicity0.015867263
Moderate 0.4013387 Low Con 0.2 Identity_Assertion
Feb 26, 2026 3 likes Inside Canada's Indian Invasion...
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Identity Attack0.015154205
Insult0.21602537
Profanity0.44431314
Threat0.009048914
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.5 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
We're a third world welfare destination country.... Canada is a failed nation
We're a third world welfare destination country.... Canada is a failed nation
Identity Attack0.38208112
Insult0.40243408
Profanity0.038655918
Threat0.0072882893
Severe Toxicity0.014317908
Moderate 0.4013387 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Identity Attack0.24462871
Insult0.38406035
Profanity0.043415543
Threat0.30463433
Severe Toxicity0.022064678
Moderate 0.4013387 Low Con 0.245 Identity_Assertion
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
I live in bc surrey. It’s pretty close in terms of being Brampton I hate our government
I live in bc surrey. It’s pretty close in terms of being Brampton I hate our government
Identity Attack0.2816105
Insult0.26957804
Profanity0.1719469
Threat0.010913103
Severe Toxicity0.014640691
Moderate 0.4013387 Moderate Con 0.467 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Incompetent ministers in this government
Incompetent ministers in this government
Identity Attack0.05089863
Insult0.46476576
Profanity0.09899642
Threat0.008815889
Severe Toxicity0.008735657
Moderate 0.4013387 Low Con 0.26 Policy_Critique
Feb 26, 2026 68 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes …
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes and many of them did 50-100km over the speed limit. I wish there are more cameras around to catch these ugly drivers. Too much freedom is going to create more criminal!
Identity Attack0.3758158
Insult0.40243408
Profanity0.098377466
Threat0.017156094
Severe Toxicity0.016383713
Moderate 0.4013387 Constructive 0.626 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Wake up even new immigrants are pissed at what Carnage-has done to Canada!
Wake up even new immigrants are pissed at what Carnage-has done to Canada!
Identity Attack0.36702603
Insult0.36798462
Profanity0.2600683
Threat0.01086132
Severe Toxicity0.019095084
Moderate 0.4013387 Moderate Con 0.302
Aug 27, 2025 Why Canadians Are Turning Against …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to condemn all in such a short sentence!? Is he even mentally sound!?
Identity Attack0.36702603
Insult0.27558193
Profanity0.12035047
Threat0.08703069
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.411 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
the immigrants are winning the war, not with guns but with their wombs!!!
the immigrants are winning the war, not with guns but with their wombs!!!
Identity Attack0.43896464
Insult0.24493282
Profanity0.10920923
Threat0.16067244
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.169
Aug 27, 2025 Why Canadians Are Turning Against …
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
Identity Attack0.00028187572
Insult0.24417014
Profanity0.00078781875
Threat0.0010579645
Severe Toxicity0.000008681435
Moderate 0.40100843 Policy_Critique
Dec 11, 2025
Need to stop them from erecting large elephant statues everywhere.
Need to stop them from erecting large elephant statues everywhere.
Identity Attack0.019676208
Insult0.16802633
Profanity0.28593817
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.147
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!! WAKE TF Up Canada... !!!
Identity Attack0.35299334
Insult0.35016364
Profanity0.2188925
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.253 Unverified_Claim
Nov 21, 2025 17 likes Thousands of refugees allowed into …
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Identity Attack0.09080041
Insult0.4596616
Profanity0.04667213
Threat0.009722093
Severe Toxicity0.009918213
Moderate 0.40060925 Low Con 0.273
Oct 2, 2025 IRCC Names India in Study …
Good other foreign countries. India very bad clean less
Good other foreign countries. India very bad clean less
Identity Attack0.46028158
Insult0.36709076
Profanity0.1308005
Threat0.016465442
Severe Toxicity0.023364257
Moderate 0.40060925 Moderate Con 0.324 Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
Identity Attack0.4453683
Insult0.2838064
Profanity0.037403382
Threat0.026307223
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.283 Policy_Critique
Feb 3, 2026 9 likes Inside Canada's Indian Invasion...
15:21 Why? How many kids your Grand mother had? and how many you have? Thats why, simpull
15:21 Why? How many kids your Grand mother had? and how many you have? Thats why, simpull
Identity Attack0.038683333
Insult0.34626248
Profanity0.16589902
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.40060925 Moderate Con 0.499 Question
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh the ignorance. You call that the Indian metropolis? 60%? Cute, maybe take a look at Surrey, BC where its closer to 90%.
Oh the ignorance. You call that the Indian metropolis? 60%? Cute, maybe take a look at Surrey, BC where its closer to 90%.
Identity Attack0.10293542
Insult0.44126466
Profanity0.040409464
Threat0.0072753434
Severe Toxicity0.007286072
Moderate 0.40060925 Low Con 0.248
Sep 22, 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.