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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: "Immigrants, immigrants, immigrants, we have …" 3,653 comments · Page 33 of 147
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I know it's really hard but people have to stop feeling apologetic start standing up or you're just going to lose everything and you only reason why immigrants especially Muslims when they screw their own …
I know it's really hard but people have to stop feeling apologetic start standing up or you're just going to lose everything and you only reason why immigrants especially Muslims when they screw their own family members that's why they keep on having kids everybody is getting fed up even here in the USA with all these Muslims and other immigrants need to start clearing out the government I'm picking people who are for us
Identity Attack0.46028158
Insult0.3416952
Profanity0.30690086
Threat0.039602257
Severe Toxicity0.02439716
Moderate 0.40614098 Constructive 0.577 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try to say something of value, i get disowned by my own community. I wish everyone was as grateful for the opportunity this country has provided us as I am. And honestly, I have no empathy for anyone trying to cheat the system, no matter where they are from!
Identity Attack0.17769934
Insult0.30797598
Profanity0.4113413
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.691 Personal_Narrative
Nov 13, 2025 IRCC Names India in Study …
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they …
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they are. It smells of hypocrisy and colonial mindset as most of them were old and had seen older colonial days.
Identity Attack0.46028158
Insult0.37960073
Profanity0.082581155
Threat0.008323951
Severe Toxicity0.015286255
Moderate 0.40614098 Constructive 0.577
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As an indian (born and raised in the USA), these are the type of indians giving the rest of us a bad rep. Mass immigration needs to end
As an indian (born and raised in the USA), these are the type of indians giving the rest of us a bad rep. Mass immigration needs to end
Identity Attack0.4907465
Insult0.25602314
Profanity0.10797132
Threat0.05753354
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.511 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
What a load of nonsense. More water carrying for the liberals. They haven’t SLASHED immigration numbers.
What a load of nonsense. More water carrying for the liberals. They haven’t SLASHED immigration numbers.
Identity Attack0.0775651
Insult0.46173862
Profanity0.04141149
Threat0.007521313
Severe Toxicity0.0073623657
Moderate 0.40614098 Low Con 0.159 Policy_Critique
Jan 3, 2026 14 likes New rules, regulations take effect …
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake …
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake up Canada, soon you will be minority!!!!
Identity Attack0.4482637
Insult0.35161978
Profanity0.02836696
Threat0.009100696
Severe Toxicity0.018836858
Moderate 0.40336934 Constructive 0.501
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
It was an awful sneaky way of getting rid of Canadians born here. No concentration camps with firing squads & ovens,, lots of poisoned food even barely affordable & poison prescriptions & refusal of medical …
It was an awful sneaky way of getting rid of Canadians born here. No concentration camps with firing squads & ovens,, lots of poisoned food even barely affordable & poison prescriptions & refusal of medical care because you’re old… Yah sneaky way of performing a genocide. Typical liberalifascist government I quote Trudeau on the open borders immigration strategy; ‘The very concept of a national founded by European settlers is offensive to me. Old Stock white Canadians are an unpleasant relic & quite frankly replaceable. And we will replace them.’ So you tell me what group of people do they want dead?
Identity Attack0.42615733
Insult0.39743927
Profanity0.07643871
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.459
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
DEPORT ALL MIDDLE EASTERN IMMIGRANTS THAT HAVEN'T BEEN HERE FOR 2 YEARS MAYBE EVEN MORE. 😂
DEPORT ALL MIDDLE EASTERN IMMIGRANTS THAT HAVEN'T BEEN HERE FOR 2 YEARS MAYBE EVEN MORE. 😂
Identity Attack0.46028158
Insult0.18480228
Profanity0.054437835
Threat0.11616269
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.171 Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
I worked with Lena Diab 20 years ago and am not in any way surprised by this. How she ever got elected is beyond me and the fact that she is in charge of our …
I worked with Lena Diab 20 years ago and am not in any way surprised by this. How she ever got elected is beyond me and the fact that she is in charge of our immigration system has me gobsmacked. Like all the other incompetent Liberals, she has to go
Identity Attack0.10221587
Insult0.47384647
Profanity0.06596114
Threat0.0097738765
Severe Toxicity0.009346008
Moderate 0.40336934 Moderate Con 0.462 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigrants who refuse to assimilate shouldn't be there.
Immigrants who refuse to assimilate shouldn't be there.
Identity Attack0.49032792
Insult0.20668297
Profanity0.09518933
Threat0.05559385
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.232
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
if black or brown are immigrants wherever they go but if white goes wherever is called expats.
if black or brown are immigrants wherever they go but if white goes wherever is called expats.
Identity Attack0.50917345
Insult0.19734058
Profanity0.09868695
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.238 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
Identity Attack0.34324843
Insult0.34135336
Profanity0.27139977
Threat0.013217449
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.398
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
50 Muslim countries, no one beats an eye when Muslims immigrate, but only when someone from indiaaa comeeeessssss.......
50 Muslim countries, no one beats an eye when Muslims immigrate, but only when someone from indiaaa comeeeessssss.......
Identity Attack0.5039629
Insult0.23237456
Profanity0.07320584
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.251 Identity Attack
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian liberal government has destroyed our immigration. They should be returned back to ICE in the USA Canadian taxpayers are sick of migrants that are not vetted unproductive unassimilated dependent on the taxpayer.
The Canadian liberal government has destroyed our immigration. They should be returned back to ICE in the USA Canadian taxpayers are sick of migrants that are not vetted unproductive unassimilated dependent on the taxpayer.
Identity Attack0.39677486
Insult0.40243408
Profanity0.03990845
Threat0.017156094
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.243
Jan 5, 2026 1 likes Migrants cross into Canada near …
Well the natives never got a chance to think about demographic replacement, they all were brought to death. It's hypocritical for Europeans(White) to talk about demographic replacement, when in reality they are immigrants themselves
Well the natives never got a chance to think about demographic replacement, they all were brought to death. It's hypocritical for Europeans(White) to talk about demographic replacement, when in reality they are immigrants themselves
Identity Attack0.46028158
Insult0.3416952
Profanity0.16031636
Threat0.04167421
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.422 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I appreciate that ACTUAL JOURNALISM. not bias and lets hate white or lets hate immigrant. Government is failing and it is always top down for leadership.
I appreciate that ACTUAL JOURNALISM. not bias and lets hate white or lets hate immigrant. Government is failing and it is always top down for leadership.
Identity Attack0.46614665
Insult0.24928534
Profanity0.085167445
Threat0.0347677
Severe Toxicity0.020515325
Moderate 0.4014846 Moderate Con 0.447 Policy_Critique
Sep 29, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
I barely see a canadian working a minimum job.. and I know its not because they are not applying. They simply want to hire mainly Indians because they know they will work even on holidays. …
I barely see a canadian working a minimum job.. and I know its not because they are not applying. They simply want to hire mainly Indians because they know they will work even on holidays. Its disgusting. Even immigrants for example Caribbean or african descent are having trouble finding a regular job here. Its all given to Indian people. Once one gets hired, they choose to only hire them and their friends.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07514556
Threat0.0077802283
Severe Toxicity0.016706496
Moderate 0.4014846 Constructive 0.583
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
Identity Attack0.42615733
Insult0.34548226
Profanity0.11230402
Threat0.032695748
Severe Toxicity0.022322904
Moderate 0.4014846 Moderate Con 0.483 Identity_Assertion
Oct 8, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. …
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. You can't operate on their app without being vetted and if he saw someone using someone else's uber he should report their ass ASAP. Assimilation is cultural difference is a real problem I agree but a lot of Immigrants are hardworking law abiding people.
Identity Attack0.11512129
Insult0.26957804
Profanity0.39409557
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.854
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
It would have been next level if it was only muslim immigration. Be happy atleast it's Hindu immigration, they basically live among themselves with out disturbing you (whites).
It would have been next level if it was only muslim immigration. Be happy atleast it's Hindu immigration, they basically live among themselves with out disturbing you (whites).
Identity Attack0.5051593
Insult0.24171697
Profanity0.1554785
Threat0.013424582
Severe Toxicity0.02077355
Moderate 0.4014846 Moderate Con 0.362 Identity Attack
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Identity Attack0.50125694
Insult0.24928534
Profanity0.11725569
Threat0.010835429
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.22 Identity Attack Moral_Argument
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Identity Attack0.47178617
Insult0.26957804
Profanity0.051932767
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.262 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …

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.