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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

click to expand

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 94 of 1230
0:37 I think your ancestors not invaded Canada and dnt harmed Native Americans Do you White Trash have any Morality left or its totelly burkrupt 💯🤬🤬🤬🤬
0:37 I think your ancestors not invaded Canada and dnt harmed Native Americans Do you White Trash have any Morality left or its totelly burkrupt 💯🤬🤬🤬🤬
Identity Attack0.56711763
Insult0.6308392
Profanity0.31043148
Threat0.033386398
Severe Toxicity0.17315048
Moderate 0.64447093 Low Con 0.228 Identity Attack Insult Moral_Argument
Jan 30, 2026 Inside Canada's Indian Invasion...
India is a pest
India is a pest
Identity Attack0.6458014
Insult0.54525656
Profanity0.33258784
Threat0.028206514
Severe Toxicity0.23226519
Moderate 0.64447093 Moderate Con 0.332 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada I'm England seems with have something in common and it's not a fucking good one to lol 😆 😂
Canada I'm England seems with have something in common and it's not a fucking good one to lol 😆 😂
Identity Attack0.32476485
Insult0.34203702
Profanity0.6528205
Threat0.010964886
Severe Toxicity0.16960317
Moderate 0.64447093 Moderate Con 0.42 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake …
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake diploma mills, fake refugee status) fine them, imprison them, then deport and ban them from entering again. Then go after the people who are avoiding their orders to leave. In my view, the vast majority who are here from India has been through fraud. "refugee" my ass. Get them out
Identity Attack0.46028158
Insult0.5239335
Profanity0.48510036
Threat0.16699752
Severe Toxicity0.16960317
Moderate 0.64447093 Constructive 0.518 Insult Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Kick immigrants out they destroyed everything trucking industry, there scamers, they cause crime they cant speak fing English kick em out
Kick immigrants out they destroyed everything trucking industry, there scamers, they cause crime they cant speak fing English kick em out
Identity Attack0.5983441
Insult0.46476576
Profanity0.28249276
Threat0.54744303
Severe Toxicity0.34989303
Moderate 0.64447093 Low Con 0.178 Identity Attack Threat Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
Guy on the bike needs to get a ass whooping talking reckless for being like most Canadians undercover racist people at least Americans don't hide there racism
Guy on the bike needs to get a ass whooping talking reckless for being like most Canadians undercover racist people at least Americans don't hide there racism
Identity Attack0.40447855
Insult0.5588244
Profanity0.44366163
Threat0.061736204
Severe Toxicity0.16960317
Moderate 0.64447093 Low Con 0.25 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You're done Canada. Canadian loosing their own country to this people. 🤦‍♀️🤦‍♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of …
You're done Canada. Canadian loosing their own country to this people. 🤦‍♀️🤦‍♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of the invaders.
Identity Attack0.5135796
Insult0.62169385
Profanity0.47771472
Threat0.01750142
Severe Toxicity0.16960317
Moderate 0.64447093 Low Con 0.279 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Carney is a clown ford is a clown do something about it Canada
Carney is a clown ford is a clown do something about it Canada
Identity Attack0.09328204
Insult0.7090544
Profanity0.1696208
Threat0.007870848
Severe Toxicity0.023076924
Moderate 0.64447093 Low Con 0.189 Insult Call_To_Action
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
White man: rape is part of their culture...um 74 percent of white men are pedos...mayeb its different i. Canada with Canadian white men but ...probably not
White man: rape is part of their culture...um 74 percent of white men are pedos...mayeb its different i. Canada with Canadian white men but ...probably not
Identity Attack0.6487889
Insult0.49151286
Profanity0.37503055
Threat0.2836219
Severe Toxicity0.31905776
Moderate 0.64447093 Low Con 0.24 Identity Attack Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Id rather be racist for the benefit of my people, then a racetraitor for the benefit of 💩skins.
Id rather be racist for the benefit of my people, then a racetraitor for the benefit of 💩skins.
Identity Attack0.57150364
Insult0.4747285
Profanity0.44431314
Threat0.22120713
Severe Toxicity0.27908814
Moderate 0.64447093 Low Con 0.291 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Yes! As a 3rd generation Canadian, I’m so fed up with immigrants! I want them out! My country has gone to crap. I feel like a foreigner in my own country. Illegals need to go. …
Yes! As a 3rd generation Canadian, I’m so fed up with immigrants! I want them out! My country has gone to crap. I feel like a foreigner in my own country. Illegals need to go. I’m so sick of them taking all the jobs, committing crimes and getting free handouts. The lady speaking in this video hits it on the head.
Identity Attack0.54996765
Insult0.5678696
Profanity0.46460027
Threat0.13582869
Severe Toxicity0.16960317
Moderate 0.64447093 Constructive 0.636 Identity Attack Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
The refugee system is bullsh-it. If people are being terrorized in their own country the UN should go in and clean house. Don't bring these people to western countries.
The refugee system is bullsh-it. If people are being terrorized in their own country the UN should go in and clean house. Don't bring these people to western countries.
Identity Attack0.36702603
Insult0.48627716
Profanity0.6069483
Threat0.020091362
Severe Toxicity0.13073033
Moderate 0.64447093 Low Con 0.253 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Ten million new poverty refugees in the last ten years a 30% increase in the country’s population When is this crap going to END!
Ten million new poverty refugees in the last ten years a 30% increase in the country’s population When is this crap going to END!
Identity Attack0.22935481
Insult0.54471385
Profanity0.46460027
Threat0.015602129
Severe Toxicity0.02604016
Moderate 0.64447093 Low Con 0.279 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
You could not find another more white racist guy in the Canadian town, who said Africans are retards , unbelievable people like this still living.
You could not find another more white racist guy in the Canadian town, who said Africans are retards , unbelievable people like this still living.
Identity Attack0.6220118
Insult0.6308392
Profanity0.27477357
Threat0.010369381
Severe Toxicity0.12809667
Moderate 0.64447093 Low Con 0.29 Identity Attack Insult Moral_Argument
Mar 2, 2026 Inside Canada's Indian Invasion...
The problem with canadians is anyone who's brown they think is Indian. Canadians are the retards of America Sincerely: a canadian who's seen what his countryman does to his best friends who aren't white and …
The problem with canadians is anyone who's brown they think is Indian. Canadians are the retards of America Sincerely: a canadian who's seen what his countryman does to his best friends who aren't white and aren't Indian
Identity Attack0.6853638
Insult0.57566804
Profanity0.34099978
Threat0.013631714
Severe Toxicity0.21596274
Moderate 0.64447093 Moderate Con 0.442 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
good one tyler expose these traitorus liberal gov scumbags destroying canada
good one tyler expose these traitorus liberal gov scumbags destroying canada
Identity Attack0.3072352
Insult0.67735565
Profanity0.29209393
Threat0.10389658
Severe Toxicity0.0475607
Moderate 0.64447093 Low Con 0.229 Insult Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Racism in a different form. They pick few immigrants who hate immigrants to justify the racism. Nazis are back again. Disgusting souls. These creatures never change..hmmm
Racism in a different form. They pick few immigrants who hate immigrants to justify the racism. Nazis are back again. Disgusting souls. These creatures never change..hmmm
Identity Attack0.5274064
Insult0.6370372
Profanity0.26098207
Threat0.01698343
Severe Toxicity0.11756202
Moderate 0.64447093 Low Con 0.24 Identity Attack Insult
Sep 11, 2025 Why Canadians Are Turning Against …
“ pay no taxes”? Now that’s a bold ass lie
“ pay no taxes”? Now that’s a bold ass lie
Identity Attack0.017766917
Insult0.48313886
Profanity0.48510036
Threat0.010731863
Severe Toxicity0.02439716
Moderate 0.64447093 Low Con 0.22
Sep 18, 2025 43 likes Inside Canada's Indian Metropolis (Brampton)
Indians are taking white teenagers jobs. They are the worse invaders you could ever find
Indians are taking white teenagers jobs. They are the worse invaders you could ever find
Identity Attack0.6649212
Insult0.4962726
Profanity0.33258784
Threat0.05203775
Severe Toxicity0.2281948
Moderate 0.64447093 Low Con 0.202 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Even Canadians hate the blacks 😂
Even Canadians hate the blacks 😂
Identity Attack0.71678543
Insult0.40243408
Profanity0.2659699
Threat0.012803185
Severe Toxicity0.104393706
Moderate 0.64447093 Low Con 0.198 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
Identity Attack0.6487889
Insult0.5130944
Profanity0.4756165
Threat0.028897164
Severe Toxicity0.18232453
Moderate 0.64447093 Moderate Con 0.438 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
5:59 she 😂thinks she is better than rest of us no solid point she said international students are robbing us you don’t pay us enough you desi owners are real criminals you are once those …
5:59 she 😂thinks she is better than rest of us no solid point she said international students are robbing us you don’t pay us enough you desi owners are real criminals you are once those who have actually abused the system of Lmia you are the once who do all illshit you need to do better thinking you came before and you are better is just 🐂💩
Identity Attack0.20483385
Insult0.5129801
Profanity0.473824
Threat0.049128212
Severe Toxicity0.25053838
Moderate 0.64447093 Low Con 0.281 Insult Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
From Alberta, as you can tell, we like many others around the world are done with the bullshit, hence seperation.
From Alberta, as you can tell, we like many others around the world are done with the bullshit, hence seperation.
Identity Attack0.060220852
Insult0.44802538
Profanity0.70864636
Threat0.0089712385
Severe Toxicity0.024960563
Moderate 0.64447093 Constructive 0.525 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I could trust you until you said "I love Indian food" you are either a liar, insane, or both
I could trust you until you said "I love Indian food" you are either a liar, insane, or both
Identity Attack0.25647953
Insult0.6798578
Profanity0.29209393
Threat0.011715741
Severe Toxicity0.02430326
Moderate 0.64447093 Low Con 0.265 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is fcked. Brampton is lost and to these scammers who just jump the border from Québec
Canada is fcked. Brampton is lost and to these scammers who just jump the border from Québec
Identity Attack0.3072352
Insult0.5678696
Profanity0.5722072
Threat0.019228047
Severe Toxicity0.16960317
Moderate 0.64447093 Low Con 0.27 Insult Fear_Threat
Jan 28, 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.