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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: "deport them all" 1,024 comments · Page 2 of 41
Wow, the bike guy; what a stupid PoS! I bet his neighbours wish they could 'deport' him! 😹🤣😹
Wow, the bike guy; what a stupid PoS! I bet his neighbours wish they could 'deport' him! 😹🤣😹
Identity Attack0.055218685
Insult0.7775208
Profanity0.3290656
Threat0.053007595
Severe Toxicity0.02411546
Toxic 0.7510937 Moderate Con 0.334 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them all. And put that traitor Trudeau in Prison for the rest of his miserable pathetic life.
Deport them all. And put that traitor Trudeau in Prison for the rest of his miserable pathetic life.
Identity Attack0.04925346
Insult0.7775208
Profanity0.17241211
Threat0.13815513
Severe Toxicity0.02416241
Toxic 0.7510937 Low Con 0.172 Insult Call_To_Action
Jun 21, 2025 How Canada broke its immigration …
Dirty Indians should be deported ASAP
Dirty Indians should be deported ASAP
Identity Attack0.76079035
Insult0.5723624
Profanity0.37854016
Threat0.2836219
Severe Toxicity0.35368225
Toxic 0.7510937 Low Con 0.153 Identity Attack Insult Fear_Threat
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Canada did not do it, you can thank blackface sockboy and the ndp/liberal party fot destroying Canada. I thought people would realize this but no, they reelected the idiot party. Canada NEEDS mass deportation.
Canada did not do it, you can thank blackface sockboy and the ndp/liberal party fot destroying Canada. I thought people would realize this but no, they reelected the idiot party. Canada NEEDS mass deportation.
Identity Attack0.3817989
Insult0.7497506
Profanity0.33453682
Threat0.06432246
Severe Toxicity0.070156105
Toxic 0.73663366 Low Con 0.282 Insult
Jun 18, 2025 1 likes How Canada broke its immigration …
I live in Toronto everyone I know hates them. We have to deport them all. Human garbage the lot.
I live in Toronto everyone I know hates them. We have to deport them all. Human garbage the lot.
Identity Attack0.3908055
Insult0.71120167
Profanity0.26593533
Threat0.1284288
Severe Toxicity0.051147457
Toxic 0.7308154 Moderate Con 0.418 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Grow some balls and deport.
Grow some balls and deport.
Identity Attack0.17847598
Insult0.49389273
Profanity0.5318404
Threat0.13815513
Severe Toxicity0.16960317
Toxic 0.72028047 Low Con 0.148 Call_To_Action
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I hate foreigners. They do nothing but destroy American history and now they're doing it to Canada. Deport all of them!!
I hate foreigners. They do nothing but destroy American history and now they're doing it to Canada. Deport all of them!!
Identity Attack0.7778623
Insult0.46625584
Profanity0.22429734
Threat0.19229786
Severe Toxicity0.17315048
Toxic 0.72028047 Moderate Con 0.332 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Identity Attack0.24970764
Insult0.47273466
Profanity0.64657205
Threat0.34804323
Severe Toxicity0.16960317
Toxic 0.718943 Low Con 0.297 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Mass deportation is what we need!!! Period. And stop letting them in; weak ass liberals 😒.
Mass deportation is what we need!!! Period. And stop letting them in; weak ass liberals 😒.
Identity Attack0.3780483
Insult0.64537907
Profanity0.5013569
Threat0.09776353
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.173 Insult Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in front of families, on the beaches, on toilet seats, don’t flush or wash their hands or themselves, they stank up any place they’re in, they’re starting to form clans and sh**ting up neighbourhoods, these are just facts! We are sick and tired of imported low wage labourers taking f’n jobs so that corps can maximize profit! NEVER believe them when they lie and tell you “it’s because the citizens don’t want the jobs”, that’s a load a BS!! White dude on the bike is based af and spitting facts! Deport 70% of them and put a moratorium on immigration NOW!
Identity Attack0.57150364
Insult0.6120431
Profanity0.6242122
Threat0.09623027
Severe Toxicity0.38274905
Toxic 0.71760553 Constructive 0.615 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Identity Attack0.27991617
Insult0.7218519
Profanity0.29209393
Threat0.051067904
Severe Toxicity0.023076924
Toxic 0.71760553 Low Con 0.24 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Any new immigrant or legal should be deported if they do anything using a beach for a washroom as soon as I wipe their ass make them clean it up and get him the hell …
Any new immigrant or legal should be deported if they do anything using a beach for a washroom as soon as I wipe their ass make them clean it up and get him the hell out of the country the fish poaching killing wild animals for food cuz they can't afford to eat it buy it we don't need people in this country that are of no use and can't even speak the language that should be the first thing
Identity Attack0.55044734
Insult0.5678696
Profanity0.5365423
Threat0.44185185
Severe Toxicity0.3536391
Toxic 0.7105462 Moderate Con 0.343 Identity Attack Insult Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Round them up and their accomplices and deport them all. Of course India is number one. Michelle made them look like fools.
Round them up and their accomplices and deport them all. Of course India is number one. Michelle made them look like fools.
Identity Attack0.46028158
Insult0.72756535
Profanity0.27207452
Threat0.13262562
Severe Toxicity0.02491361
Toxic 0.7105462 Low Con 0.139 Insult
Sep 29, 2025 2 likes IRCC Names India in Study …
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
Identity Attack0.36702603
Insult0.46923602
Profanity0.570067
Threat0.13431145
Severe Toxicity0.23224801
Moderate 0.6989911 Low Con 0.15 Call_To_Action
Dec 24, 2025 4 likes Deportations From Canada at Their …
DIRTY PAKIS DEPORT!!!
DIRTY PAKIS DEPORT!!!
Identity Attack0.6853638
Insult0.6051471
Profanity0.36302176
Threat0.1115629
Severe Toxicity0.50703704
Moderate 0.6989911 Low Con 0.153 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
LET DO THE SAME AS HOMAN IN USA AND LETS DEPORT ARE GARBAGE
LET DO THE SAME AS HOMAN IN USA AND LETS DEPORT ARE GARBAGE
Identity Attack0.40883094
Insult0.65129566
Profanity0.36230123
Threat0.038911607
Severe Toxicity0.15179962
Moderate 0.687436 Low Con 0.138 Insult
Sep 28, 2025 IRCC Names India in Study …
Deport them all!!! Black,brown,yellow Iwe don't care just get rid of them all now!!!!
Deport them all!!! Black,brown,yellow Iwe don't care just get rid of them all now!!!!
Identity Attack0.6637263
Insult0.4339631
Profanity0.2659699
Threat0.53875744
Severe Toxicity0.35368225
Moderate 0.687436 Low Con 0.256 Identity Attack Threat
Aug 31, 2025 Why Canadians Are Turning Against …
DEPORT INDIAN SCAMMERS
DEPORT INDIAN SCAMMERS
Identity Attack0.6778536
Insult0.6149945
Profanity0.36230123
Threat0.3077799
Severe Toxicity0.45895407
Moderate 0.6863638 Low Con 0.184 Identity Attack Insult Call_To_Action
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs to deport the 3rd world garbage
Canada needs to deport the 3rd world garbage
Identity Attack0.58743036
Insult0.6308392
Profanity0.31043148
Threat0.044278983
Severe Toxicity0.16960317
Moderate 0.6863638 Low Con 0.095 Identity Attack Insult Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only way to save Canada, America, Europe, and western countries is mass deportation and shut the borders! Most of us don't want your stinky invaders here nor your bullsh*t non assimilating cultures! GTFO!
Identity Attack0.57957685
Insult0.6308392
Profanity0.5013569
Threat0.13815513
Severe Toxicity0.23225145
Moderate 0.6863638 Low Con 0.266 Identity Attack Insult Unverified_Claim
Feb 20, 2026 Inside Canada's Indian Invasion...
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Identity Attack0.6637263
Insult0.6336687
Profanity0.26463717
Threat0.13815513
Severe Toxicity0.23224114
Moderate 0.6852916 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India. Wtf? Deport them all
India. Wtf? Deport them all
Identity Attack0.5913144
Insult0.47384647
Profanity0.5013569
Threat0.34804323
Severe Toxicity0.25053838
Moderate 0.6744087 Low Con 0.174 Identity Attack
Sep 28, 2025 IRCC Names India in Study …
NEED TO DEPORT ANY IMMIGRANT WHO EVER ARRIVED SINCE GAY TRUE DUMASS WAS ELECTED
NEED TO DEPORT ANY IMMIGRANT WHO EVER ARRIVED SINCE GAY TRUE DUMASS WAS ELECTED
Identity Attack0.6778536
Insult0.46625584
Profanity0.29209393
Threat0.33294448
Severe Toxicity0.23226519
Moderate 0.6744087 Low Con 0.178 Identity Attack
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
As a guy from India I don't think they should build fkin statues of their gods in another country which don't give a fk about these people 😭😭😭, I hope most of them get deported
As a guy from India I don't think they should build fkin statues of their gods in another country which don't give a fk about these people 😭😭😭, I hope most of them get deported
Identity Attack0.49855098
Insult0.46923602
Profanity0.5188411
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.6611249 Moderate Con 0.468 Personal_Narrative
Jan 27, 2026 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.