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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: "Its not the people who …" 4,268 comments · Page 77 of 171
These people should be fired
These people should be fired
Identity Attack0.099899694
Insult0.107333586
Profanity0.10735235
Threat0.22120713
Severe Toxicity0.012833111
Moderate 0.33421695 Low Con 0.187 Policy_Critique
Nov 25, 2025 1 likes IRCC Names India in Study …
Old immigrants calling out new Immigrants, if you are so uncomfortable handover the country to native people and go back to Europe.
Old immigrants calling out new Immigrants, if you are so uncomfortable handover the country to native people and go back to Europe.
Identity Attack0.36733335
Insult0.1823172
Profanity0.029050145
Threat0.010058682
Severe Toxicity0.011444092
Moderate 0.33421695 Low Con 0.16 Identity_Assertion
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
And the worst part is that Canadians have mass amnesia, which allowed Liberals to rule our country for another decade. After 4 years, they will change to another "talking head" and will invent another bogeyman, …
And the worst part is that Canadians have mass amnesia, which allowed Liberals to rule our country for another decade. After 4 years, they will change to another "talking head" and will invent another bogeyman, to brainwash people.
Identity Attack0.11280017
Insult0.3416952
Profanity0.029596692
Threat0.011922873
Severe Toxicity0.006866455
Moderate 0.33421695 Low Con 0.293 Policy_Critique
Jun 17, 2025 How Canada broke its immigration …
East Indian The brown people, show respect for the ingenious [people of the America's
East Indian The brown people, show respect for the ingenious [people of the America's
Identity Attack0.3817989
Insult0.16480011
Profanity0.13168186
Threat0.011068452
Severe Toxicity0.017093835
Moderate 0.33338684 Moderate Con 0.312
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Identity Attack0.37432748
Insult0.0818789
Profanity0.022149978
Threat0.13498579
Severe Toxicity0.015996376
Moderate 0.33338684 Moderate Con 0.301 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Awesome. Start worrying about the people in canada first. This country has so many people that need help. We are done with liberal lies
Awesome. Start worrying about the people in canada first. This country has so many people that need help. We are done with liberal lies
Identity Attack0.10221587
Insult0.33964422
Profanity0.019758832
Threat0.0071588317
Severe Toxicity0.004196167
Moderate 0.33338684 Moderate Con 0.374
Nov 21, 2025 12 likes Quebec Ends Economic Immigration Program …
Who does the background checks on people immigrating to Canada. Some of the seem like insurrectionists . Almost like India gathered a lot of their criminal population and sent them here. We had an incident …
Who does the background checks on people immigrating to Canada. Some of the seem like insurrectionists . Almost like India gathered a lot of their criminal population and sent them here. We had an incident recently filmed a group of 5 or 6 Indian immigrate men shooting up one of our brand trail bridge and shooting shot guns and other long barreled rifes into the air.. then left their garbage and spent shells behind. I'd like to know how non Canadian Citizens get their hands on weapons? Isn't it against the law?
Identity Attack0.30256465
Insult0.26957804
Profanity0.045419596
Threat0.13464862
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.533
Aug 27, 2025 Why Canadians Are Turning Against …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
I'm with the guy in the vest...I can deal with an Indian invasion over Muslim/African any day! We've had a huge Indian influx in our area and though they usually group together, they at last …
I'm with the guy in the vest...I can deal with an Indian invasion over Muslim/African any day! We've had a huge Indian influx in our area and though they usually group together, they at last largely assimilate even if their yards don't say it! Not to mention do this same interview in a largely Muslim area and see how the people react if you don't have a body guard!
Identity Attack0.40713623
Insult0.11464815
Profanity0.08549073
Threat0.043309137
Severe Toxicity0.018320406
Moderate 0.33255672 Constructive 0.763 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours …
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours as their own kith and kin. People want to live among other people who have very similar behaviours and cultural values. White western culture has been very welcoming of non white immigration, but not to the extent that the whites feel that they are being diluted out of existence by the mass immigration of foreign minorities. Especially when those minorities have no intention of assimilating in in any way, are offensive towards the white population, and engage in serious criminal behaviour.
Identity Attack0.40713623
Insult0.1469393
Profanity0.08096472
Threat0.011068452
Severe Toxicity0.014447021
Moderate 0.33255672 Moderate Con 0.493 Fear_Threat
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Honestly, all of this has turned me racist. I gave no patience for these people anymore.
Honestly, all of this has turned me racist. I gave no patience for these people anymore.
Identity Attack0.27914262
Insult0.16480011
Profanity0.1110661
Threat0.012492486
Severe Toxicity0.0125103295
Moderate 0.3317266 Moderate Con 0.364
Jan 27, 2026 Inside Canada's Indian Invasion...
Hate to say it but white people in Canada , Australia, UK, USA need to find the lord.
Hate to say it but white people in Canada , Australia, UK, USA need to find the lord.
Identity Attack0.38318536
Insult0.100019015
Profanity0.07126612
Threat0.010964886
Severe Toxicity0.0128976675
Moderate 0.3317266 Low Con 0.266 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
you have to understand one thing, the Sikhs are a minority in there own country...India. we are being killed in mass numbers by our own "people", having genocides committed against us. there is alot of …
you have to understand one thing, the Sikhs are a minority in there own country...India. we are being killed in mass numbers by our own "people", having genocides committed against us. there is alot of politics involved between the Sikhs and India, we want our own country and they want to keep us oppressed.
Identity Attack0.38185352
Insult0.14874944
Profanity0.07676199
Threat0.16383497
Severe Toxicity0.02077355
Moderate 0.3317266 Constructive 0.653 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust me, every Indian I lived with was civically minded. Blame the scams ...not the people! That's the federal governments fault!! Indian people have lived here for decades and in the UK. Unfortunately the scams have hurt the community!! (Even listen to the people in the interviews. Some of the best people I've met, and they ARE part of my community. I do worry about the scams but that's it)
Identity Attack0.37361985
Insult0.24928534
Profanity0.08193458
Threat0.010809537
Severe Toxicity0.013866014
Moderate 0.3317266 Constructive 0.887 Solidarity
Jan 19, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
These guys smuggle people
These guys smuggle people
Identity Attack0.08749158
Insult0.21836096
Profanity0.1654338
Threat0.054624002
Severe Toxicity0.01322045
Moderate 0.3317266 Moderate Con 0.343
Jan 27, 2026 Inside Canada's Indian Invasion...
why always african are no 1 in making these videos, canadian people concern i can understand, but these people have some different agenda
why always african are no 1 in making these videos, canadian people concern i can understand, but these people have some different agenda
Identity Attack0.38238457
Insult0.100019015
Profanity0.052934792
Threat0.008764107
Severe Toxicity0.013866014
Moderate 0.3308965 Moderate Con 0.316 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
It looked like a scam ! Good to end it rather than misleading people. ,
It looked like a scam ! Good to end it rather than misleading people. ,
Identity Attack0.010507392
Insult0.24835461
Profanity0.12639372
Threat0.018192071
Severe Toxicity0.00831604
Moderate 0.3308965 Moderate Con 0.414 Policy_Critique
Nov 22, 2025 27 likes Quebec Ends Economic Immigration Program …
Indian hate is so forced. They’re literally model minorities. People of a certain age just instinctively hate changing demographics compared to their childhood on principle, even the south Asian people who have lived in Canada …
Indian hate is so forced. They’re literally model minorities. People of a certain age just instinctively hate changing demographics compared to their childhood on principle, even the south Asian people who have lived in Canada for decades are scared lol
Identity Attack0.37953663
Insult0.16053712
Profanity0.057944927
Threat0.0084793
Severe Toxicity0.01159668
Moderate 0.3308965 Moderate Con 0.41 Moral_Argument
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
0:46 see? Its not hard! Although dont do this “for white people” but just do it for Canadians. Canada doesnt need to be completely white. It needs to be completely Canadian.
0:46 see? Its not hard! Although dont do this “for white people” but just do it for Canadians. Canada doesnt need to be completely white. It needs to be completely Canadian.
Identity Attack0.41052565
Insult0.082372494
Profanity0.050930742
Threat0.01086132
Severe Toxicity0.012359619
Moderate 0.3308965 Moderate Con 0.317
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Rip canada. Now canada is khalistan.😂😂😂 You imported problem of india to your own country.😂😂😂 Every country have good and bad people but canada choose to import bad people. America choose to import good people.
Rip canada. Now canada is khalistan.😂😂😂 You imported problem of india to your own country.😂😂😂 Every country have good and bad people but canada choose to import bad people. America choose to import good people.
Identity Attack0.37292135
Insult0.19225755
Profanity0.025087673
Threat0.008336896
Severe Toxicity0.012359619
Moderate 0.3308965 Low Con 0.145 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and …
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and sanitation, I know first-hand who the least hygienic people are, and there is no contest. Indians are at the top of that list. Remember that the next time you see them handling your food.
Identity Attack0.39870077
Insult0.16124763
Profanity0.020851927
Threat0.009100696
Severe Toxicity0.011444092
Moderate 0.3308965 Constructive 0.668 Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they …
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they don't.
Identity Attack0.44690517
Insult0.107333586
Profanity0.07223598
Threat0.012492486
Severe Toxicity0.015092585
Moderate 0.3308965 Constructive 0.738 Identity_Assertion
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, the offspring of Portuguese farming immigrants fleeing to the US because of economic instability and war, has become a person who attacks and disparages people doing the very thing his ancestors did. Shame. Central …
Tyler, the offspring of Portuguese farming immigrants fleeing to the US because of economic instability and war, has become a person who attacks and disparages people doing the very thing his ancestors did. Shame. Central Valley logic. Not surprised.
Identity Attack0.23998553
Insult0.25998658
Profanity0.022013342
Threat0.05914995
Severe Toxicity0.011444092
Moderate 0.3308965 Moderate Con 0.486 Moral_Argument
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the elderly, giving your seat up on a bus, not taking proper drivers training. They have been taking a lot of trucker jobs and there is barely one Tim Hortons in Canada that will hire a white person.
Identity Attack0.40351558
Insult0.13607834
Profanity0.03239325
Threat0.008867673
Severe Toxicity0.011520386
Moderate 0.3308965 Constructive 0.702 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.