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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: "If you are white, you …" 1,674 comments · Page 32 of 67
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
Identity Attack0.47178617
Insult0.35677677
Profanity0.08549073
Threat0.009359611
Severe Toxicity0.017739398
Moderate 0.4269174 Low Con 0.219 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Identity Attack0.46028158
Insult0.16868424
Profanity0.20016506
Threat0.13815513
Severe Toxicity0.023880709
Moderate 0.4269174 Low Con 0.282 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Fix womem and divorve settlements and child custody. Then white men might start making babys again
Fix womem and divorve settlements and child custody. Then white men might start making babys again
Identity Attack0.50125694
Insult0.22770336
Profanity0.12286829
Threat0.13532294
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.205 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Identity Attack0.48915586
Insult0.33964422
Profanity0.104876526
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.342 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
Identity Attack0.50515604
Insult0.30326313
Profanity0.044668075
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.433 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
remember it's only wrong if white people do it
remember it's only wrong if white people do it
Identity Attack0.50588524
Insult0.18355975
Profanity0.13961408
Threat0.020782012
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.241 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what white Canadians asked for... More Hindu Temples and curry smelling restaurants.
This is what white Canadians asked for... More Hindu Temples and curry smelling restaurants.
Identity Attack0.5051593
Insult0.33154017
Profanity0.06395709
Threat0.00948907
Severe Toxicity0.021548226
Moderate 0.4269174 Low Con 0.258 Identity Attack
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What about the Canadian enclaves of white Polish / Ukrainian immigrants ??? This is pure racism.
What about the Canadian enclaves of white Polish / Ukrainian immigrants ??? This is pure racism.
Identity Attack0.4911651
Insult0.26957804
Profanity0.029596692
Threat0.007586042
Severe Toxicity0.016641939
Moderate 0.4269174 Low Con 0.292
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other …
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other race and religion gets to have their own country that is 99.9% Indian or African or Asian or Muslim but not white people you have to open up your countries and bring people in that want to take over and push your religion and beliefs out yet if we as white people invaded a country and told them they had to change the laws and religioni to fit us that would be colonization and evil really weird how there is a double standard! They will be no countries in 50 years where white people are the majority and it will be hell on Earth for white people i mean look how racist people are to us now with us as the majority!
Identity Attack0.5135796
Insult0.27969417
Profanity0.22713706
Threat0.048481647
Severe Toxicity0.02425631
Moderate 0.4269174 Constructive 0.553 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over 100 years 😂 Some points are fair but other just seem like they’re sad that they’re behind when they’ve been here for so long. If you are a white multi generational Canadian and you are poor, you have no one to blame but yourself and your family that came before you. If you did not capitalize on purely just the time that you’ve been here and all the appreciation that comes with it, it has nothing to do with Indians. Most wealth is inherited and if you didn’t inherit anything that sucks. Bunch of crackheads mad about Indians being in their country like that’s the reason they’re poor and on the streets. I don’t like how annoying the Indians can be in Canada either but that’s not the reason these people you’re showing are poor.
Identity Attack0.46028158
Insult0.42167732
Profanity0.06746418
Threat0.008440462
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.589
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still …
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still ask that question, remember I came here as a kid and got to observe all of this bs in this country.
Identity Attack0.44690517
Insult0.40243408
Profanity0.20808282
Threat0.008375733
Severe Toxicity0.02116089
Moderate 0.4269174 Constructive 0.616 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Identity Attack0.48915586
Insult0.25007802
Profanity0.21781154
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.206 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell …
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell them they can hold on to their own beliefs and cultures? I'm sure the reason why the concept seemed like a good idea because you thought it was a way to keep immigrants out of White Canadian spaces. Fast-forward a few decades and now look at the mess it has created.
Identity Attack0.44690517
Insult0.33896056
Profanity0.35094926
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.466
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
They’re Hindus .not Muslims . Whites are safe .
They’re Hindus .not Muslims . Whites are safe .
Identity Attack0.50917345
Insult0.24928534
Profanity0.1413768
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.243 Identity Attack Identity_Assertion
Dec 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
Identity Attack0.5135796
Insult0.25800487
Profanity0.04592061
Threat0.011249693
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.501 Identity Attack Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We need a whites only country
We need a whites only country
Identity Attack0.49032792
Insult0.21368977
Profanity0.12991914
Threat0.03165977
Severe Toxicity0.023505108
Moderate 0.4269174 Low Con 0.245 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White immigrants complaining about other immigrants
White immigrants complaining about other immigrants
Identity Attack0.50125694
Insult0.24424846
Profanity0.13432594
Threat0.01119791
Severe Toxicity0.019482423
Moderate 0.4269174 Low Con 0.278 Identity Attack Humor_Satire
Feb 7, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
He called white (pink) Canadians, native . Have some shame 😭😭😭.
He called white (pink) Canadians, native . Have some shame 😭😭😭.
Identity Attack0.4887047
Insult0.3388922
Profanity0.035649836
Threat0.00866054
Severe Toxicity0.018707745
Moderate 0.4269174 Moderate Con 0.301 Identity_Assertion
Feb 9, 2026 248 likes Inside Canada's Indian Invasion...
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish …
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish immigrants were called "filthy, lazy, not true whites". When the Italians immigrated, they were called "filthy, lazy, gangsters, not true whites". Then the Chinese, Koreans, and Japanese came.....the cycle continues. The colour of the skin doesn't define the immigrant lifestyle, a country's history and culture is not based on race alone. We are ever evolving. The issue with the current immigration system is that we have too many immigrants to accommodate, not that any specific group is bad.
Identity Attack0.4774257
Insult0.4339631
Profanity0.11292298
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.679 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
Yep this country has gone so far downhill since tehy started pouring in during covid. THE RACISM IN CANADA IS WILD NOBODY WILL HIRE WHITE PEOPLE ANYMORE BECAUSE THE BROWN WAVE BOUGHT EVERY BUSINESS THERE …
Yep this country has gone so far downhill since tehy started pouring in during covid. THE RACISM IN CANADA IS WILD NOBODY WILL HIRE WHITE PEOPLE ANYMORE BECAUSE THE BROWN WAVE BOUGHT EVERY BUSINESS THERE IS.
Identity Attack0.4907465
Insult0.29855028
Profanity0.06195303
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.316
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
Identity Attack0.5135796
Insult0.25205973
Profanity0.1854088
Threat0.013631714
Severe Toxicity0.022322904
Moderate 0.4269174 Moderate Con 0.427 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
Identity Attack0.46028158
Insult0.36021477
Profanity0.32658687
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.434 Identity_Assertion
Feb 9, 2026 2 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.