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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 your country is so …" 3,912 comments · Page 20 of 157
2:30 wtf tyler i have been watching u since a long time, why do u have to show a dirty part of punjab. Show the golden temple, stop feeding hate towards our country. L man
2:30 wtf tyler i have been watching u since a long time, why do u have to show a dirty part of punjab. Show the golden temple, stop feeding hate towards our country. L man
Identity Attack0.2795294
Insult0.43158367
Profanity0.46460027
Threat0.022335978
Severe Toxicity0.16960317
Moderate 0.6020386 Moderate Con 0.471 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
They need to get the f...k out canadians are fed up who the f....k do u think u are walking all over canadians country culture launguage history get them out ffs get out
They need to get the f...k out canadians are fed up who the f....k do u think u are walking all over canadians country culture launguage history get them out ffs get out
Identity Attack0.43896464
Insult0.48569724
Profanity0.5013569
Threat0.09929679
Severe Toxicity0.21902075
Moderate 0.6020386 Low Con 0.215 Identity_Assertion
Sep 20, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
Give indigenous people back to their land, and all whites and black African Asian will go back to their original country 😂😂😂
Give indigenous people back to their land, and all whites and black African Asian will go back to their original country 😂😂😂
Identity Attack0.6649212
Insult0.39743927
Profanity0.2317999
Threat0.13228847
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.118 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians have polluted every Town, CiTy Country they go to. Being an Indian myself, I can't deny the fact that Indians are Unhygienic. Period.
Indians have polluted every Town, CiTy Country they go to. Being an Indian myself, I can't deny the fact that Indians are Unhygienic. Period.
Identity Attack0.6458014
Insult0.4986907
Profanity0.22612886
Threat0.0287245
Severe Toxicity0.19761463
Moderate 0.6020386 Moderate Con 0.394 Identity Attack Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Virtue signaling liberals will always co-sign being invaded and outbred into the minority, until their own country resembles the shit hole the invaders fled from, you can always bet on that.
Virtue signaling liberals will always co-sign being invaded and outbred into the minority, until their own country resembles the shit hole the invaders fled from, you can always bet on that.
Identity Attack0.39461556
Insult0.5130944
Profanity0.57488567
Threat0.03373172
Severe Toxicity0.12282934
Moderate 0.6020386 Low Con 0.184 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move …
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move somewhere else sure America has its problems but compared to anywhere else we have it amazing not saying it couldnt improve but i damn sure wouldnt wanna live no where else and nether do these ppl tht talk shit cuz they dont leave cuz if they did they would find out how good we have it in America and how blessed we are to be Americans
Identity Attack0.48949075
Insult0.46625584
Profanity0.57236236
Threat0.060119797
Severe Toxicity0.232236
Moderate 0.6020386 Constructive 0.561 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What's wrong about Indians living in other countries. Not every indians are dirty and throws trash everywhere. They smell different than Americans cuz of the geographical reason. Most of the European citizens are also dirty …
What's wrong about Indians living in other countries. Not every indians are dirty and throws trash everywhere. They smell different than Americans cuz of the geographical reason. Most of the European citizens are also dirty they don't even wash their hands after going to the bathroom they just wipe their a*s with just a paper that doesn't even clean it. In the end every one is human
Identity Attack0.5203519
Insult0.48399165
Profanity0.54024357
Threat0.039947584
Severe Toxicity0.18538254
Moderate 0.60152835 Constructive 0.578 Identity Attack Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Identity Attack0.69783735
Insult0.40243408
Profanity0.26600444
Threat0.12996206
Severe Toxicity0.20678867
Moderate 0.60152835 Moderate Con 0.31 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Identity Attack0.61901736
Insult0.48675314
Profanity0.2761231
Threat0.06690872
Severe Toxicity0.23226003
Moderate 0.60152835 Low Con 0.262 Identity Attack Unverified_Claim
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
We need all these illegal foreigners out of our country NOW. If you weren’t born here or had your citizenship for 3+decades GET OUT. Stop allowing this filth to continue and strain our society! This …
We need all these illegal foreigners out of our country NOW. If you weren’t born here or had your citizenship for 3+decades GET OUT. Stop allowing this filth to continue and strain our society! This is Canada. All of these huge demonic creatures with multiple hands and feet need to be TAKEN DOWN. The Canadian flag is the only flag that should be flown high. Shame on the liberal government for allowing this to happen.
Identity Attack0.55044734
Insult0.56997263
Profanity0.26555094
Threat0.18913531
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Don't allow Pagan statues to go up in your Western Countries. That's EXACTLY why the Countries these foreigners are fleeing from are complete crap. GOD WILL NOT BE MOCKED. Contact your local Politicians and demand …
Don't allow Pagan statues to go up in your Western Countries. That's EXACTLY why the Countries these foreigners are fleeing from are complete crap. GOD WILL NOT BE MOCKED. Contact your local Politicians and demand they take these abominable things down.
Identity Attack0.3817989
Insult0.5678696
Profanity0.4131548
Threat0.014220826
Severe Toxicity0.032316983
Moderate 0.5972042 Moderate Con 0.312 Insult Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations …
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations have legal penalties for rape. Africans are “stupid” and “can’t keep a job at McDonald’s”? But somehow Nigerians are some of the smartest, most accomplished people I’ve met in my life. The ones I know are doctors, lawyers, engineers, work in tech, living in mansions and driving cars this miserable white trash of a man would only dream of. The irony of someone with such a limited worldview calling other people “low IQ” is wild. Education isn’t just about what you think you know, it’s knowing when you’re completely out of your depth. Instead of blaming entire populations for why you think they’re beneath you, maybe ask yourself why tearing others down is the only way you know how to feel superior.
Identity Attack0.48990932
Insult0.57787937
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.478 Insult Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Nobody wants Indians in their country
Nobody wants Indians in their country
Identity Attack0.6649212
Insult0.33964422
Profanity0.20016506
Threat0.056563694
Severe Toxicity0.16960317
Moderate 0.5972042 Low Con 0.229 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but when Trudeau came to power he changed the rules knowing what the out come would be to fill his own pockets all the while he knew these changes would destroy Canada. Trudeau you sir are the most selfish ignorant person I know ! Thanks for stealing my country away as we knew it !
Identity Attack0.14019285
Insult0.65129566
Profanity0.059948977
Threat0.0100069
Severe Toxicity0.018126737
Moderate 0.5972042 Moderate Con 0.415 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
I hate what my country has become. Deport them all!!!
I hate what my country has become. Deport them all!!!
Identity Attack0.5135796
Insult0.36798462
Profanity0.2263305
Threat0.25272974
Severe Toxicity0.06488878
Moderate 0.5972042 Moderate Con 0.303 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Justin screwed our country
Justin screwed our country
Identity Attack0.10221587
Insult0.5130944
Profanity0.47435758
Threat0.010938995
Severe Toxicity0.053837523
Moderate 0.5972042 Low Con 0.28 Insult
Sep 2, 2025 1 likes Why Canadians Are Turning Against …
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Identity Attack0.3895355
Insult0.6109131
Profanity0.3158166
Threat0.00823333
Severe Toxicity0.023076924
Moderate 0.5972042 Low Con 0.19 Insult Fear_Threat
Jun 20, 2025 1 likes How Canada broke its immigration …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the room”, politicians won’t talk about, nobody knows what to do. Cowards.
Identity Attack0.17381613
Insult0.6500014
Profanity0.094542764
Threat0.03373172
Severe Toxicity0.022322904
Moderate 0.5921536 Low Con 0.24 Insult Unverified_Claim
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
It's like this in Minnesota. I took a cross country road trip not too long ago and Minnesota of all places was flooded with Indians. What the f*** are giant groups of Indians doing in …
It's like this in Minnesota. I took a cross country road trip not too long ago and Minnesota of all places was flooded with Indians. What the f*** are giant groups of Indians doing in Minnesota lol
Identity Attack0.5698139
Insult0.46625584
Profanity0.5365423
Threat0.014911477
Severe Toxicity0.16960317
Moderate 0.5921536 Moderate Con 0.469 Identity Attack Fear_Threat
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Ah, the good old foreign drivers license exchange - bring anything from anywhere and exchange it for a Canadian drivers license! This country is so fucked at every level it's mind-boggling.
Ah, the good old foreign drivers license exchange - bring anything from anywhere and exchange it for a Canadian drivers license! This country is so fucked at every level it's mind-boggling.
Identity Attack0.36702603
Insult0.4794537
Profanity0.54024357
Threat0.009307829
Severe Toxicity0.05473421
Moderate 0.5921536 Low Con 0.296 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Why does pajeet live in our country 😢 Hindus are ruining our country Canada 🙏
Why does pajeet live in our country 😢 Hindus are ruining our country Canada 🙏
Identity Attack0.6458014
Insult0.5130944
Profanity0.2188925
Threat0.13815513
Severe Toxicity0.232236
Moderate 0.5921536 Low Con 0.28 Identity Attack Insult
Dec 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an indian, we all know india is a trash country to LIVE in. Politics and religion illiteracy ruined the country lack of civic sense Its absolutely disgusting how these people are ruining the other …
As an indian, we all know india is a trash country to LIVE in. Politics and religion illiteracy ruined the country lack of civic sense Its absolutely disgusting how these people are ruining the other places like how they ruined their own place they're like the humans in Avatar movie 😂😂
Identity Attack0.5135796
Insult0.5130944
Profanity0.33453682
Threat0.02492592
Severe Toxicity0.16960317
Moderate 0.5921536 Moderate Con 0.328 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Guess going & living in Canada would give me same shitty experience as here. I hope other countries wouldn't effected by us Indians.
Guess going & living in Canada would give me same shitty experience as here. I hope other countries wouldn't effected by us Indians.
Identity Attack0.5051609
Insult0.4339631
Profanity0.5722072
Threat0.011223801
Severe Toxicity0.06101104
Moderate 0.5921536 Moderate Con 0.484 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and …
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and any politician who takes a majority of them back would have my vote. My father escaped a south asian sh**hole country, I did not ask nor ever want to return there and they are just brazenly bringing their crappy sh** over here by the dozen. I'm under severe Indian Fatigue
Identity Attack0.5135796
Insult0.5130944
Profanity0.541926
Threat0.038220957
Severe Toxicity0.20067264
Moderate 0.5921536 Constructive 0.645 Identity Attack Insult
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs to find their balls and take their country back from the swarth horde.
Canada needs to find their balls and take their country back from the swarth horde.
Identity Attack0.4508763
Insult0.46476576
Profanity0.45448917
Threat0.061736204
Severe Toxicity0.048457388
Moderate 0.5921536 Low Con 0.088 Identity_Assertion
Jul 27, 2025 How Canada broke its immigration …

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.