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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: "Some indians are here as …" 4,309 comments · Page 87 of 173
im indian and id not want any country to turn into India
im indian and id not want any country to turn into India
Identity Attack0.4139151
Insult0.0820023
Profanity0.08064143
Threat0.015256803
Severe Toxicity0.019482423
Moderate 0.36095104 Moderate Con 0.369 Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
Those who say they are punjabi ya they are not Indian 🍌 lassi
Those who say they are punjabi ya they are not Indian 🍌 lassi
Identity Attack0.37082586
Insult0.34203702
Profanity0.23083201
Threat0.04201601
Severe Toxicity0.024866661
Moderate 0.36095104 Low Con 0.192
Jan 27, 2026 Inside Canada's Indian Invasion...
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Guy out in front of store should be forced to house a few Indians in his home. He thinks they are so great.
Guy out in front of store should be forced to house a few Indians in his home. He thinks they are so great.
Identity Attack0.40158966
Insult0.1505596
Profanity0.09098661
Threat0.11616269
Severe Toxicity0.02167734
Moderate 0.36095104 Moderate Con 0.334 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
😂I'm Indian and I just check ur still alive coz u expore jeffery island 😂😂😂😂😂 ur alive
😂I'm Indian and I just check ur still alive coz u expore jeffery island 😂😂😂😂😂 ur alive
Identity Attack0.23239216
Insult0.16897665
Profanity0.13961408
Threat0.06626215
Severe Toxicity0.023246882
Moderate 0.36095104 Moderate Con 0.353 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
All Indian TFW please leave
All Indian TFW please leave
Identity Attack0.41975367
Insult0.23237456
Profanity0.13785136
Threat0.07629784
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.365 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think …
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think that's insanely high.
Identity Attack0.44690517
Insult0.18728738
Profanity0.06495911
Threat0.023026628
Severe Toxicity0.02116089
Moderate 0.36095104 Constructive 0.55 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Too many EAST INDIANS in Canada. It needs to stop!!
Too many EAST INDIANS in Canada. It needs to stop!!
Identity Attack0.4453683
Insult0.15556364
Profanity0.02522431
Threat0.010214032
Severe Toxicity0.014963473
Moderate 0.36095104 Low Con 0.262 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
You want an Indian Invasion come to the state of Georgia in the US we got tons of them here now.
You want an Indian Invasion come to the state of Georgia in the US we got tons of them here now.
Identity Attack0.41052565
Insult0.1505596
Profanity0.1067334
Threat0.029587816
Severe Toxicity0.02077355
Moderate 0.36095104 Low Con 0.268 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people specily priminister modies peple , kujarsthis and seeiks occuping canads. they unite and not allow others the canadians work in work places. toudo cany governmet allow illigal immigrants to canada. sponsoring snd student visa must be controled or stopped. Canada paying pension for sponsred old parents. this is tax payers mony. must be limited. csnadian woked people loosing their benifits.
Identity Attack0.44690517
Insult0.2469859
Profanity0.030890211
Threat0.013528148
Severe Toxicity0.016383713
Moderate 0.36095104 Constructive 0.511
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by …
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by the Liberal government. This is an invasion not immigration!!!
Identity Attack0.43896464
Insult0.16773392
Profanity0.021398475
Threat0.009592636
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.293
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends …
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends of all races and I got to learn about their cultures. It would have been the perfect place to raise kids.It's not multicultural anymore it's just Indians, it's filthy there, crime has skyrocketed and housing prices is insane. You also can't rent apartments as all the landlords will only take Indian tenants under the guise of "vegetarians only". It's a shame, it used to be a great place to live.
Identity Attack0.38699543
Insult0.28997475
Profanity0.24147889
Threat0.011974656
Severe Toxicity0.02296847
Moderate 0.36095104 Constructive 0.679 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Identity Attack0.40447855
Insult0.16831873
Profanity0.0935729
Threat0.020091362
Severe Toxicity0.020515325
Moderate 0.36095104 Moderate Con 0.348 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same …
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same pattern repeating everywhere, which has something "better" to offer people compared to where they came from. OTOH, replace the Indians with white caucasians, and white caucasians with Inuits, isn't it just history repeating itself ?
Identity Attack0.44690517
Insult0.15627414
Profanity0.035148825
Threat0.0100069
Severe Toxicity0.016577384
Moderate 0.36095104 Constructive 0.608
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same …
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same Kulpreets
Identity Attack0.3817989
Insult0.26957804
Profanity0.14754629
Threat0.037530303
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Amazing content brother!! 💯🇺🇸👍🏽🎯🧊🧊👶🏽 Quik question, when you talk to these Indian dudes why do you start to talk as if your Punjabi and have a bad English accent like they do ..?? 🤣😭😂 very …
Amazing content brother!! 💯🇺🇸👍🏽🎯🧊🧊👶🏽 Quik question, when you talk to these Indian dudes why do you start to talk as if your Punjabi and have a bad English accent like they do ..?? 🤣😭😂 very confusing broski-🤦🏽🤷🏽😁
Identity Attack0.3072352
Insult0.2435641
Profanity0.114160895
Threat0.011715741
Severe Toxicity0.019095084
Moderate 0.36043653 Moderate Con 0.403 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians think we're a joke
Indians think we're a joke
Identity Attack0.39334553
Insult0.16868424
Profanity0.11663672
Threat0.010032792
Severe Toxicity0.014769804
Moderate 0.36043653 Low Con 0.204 Identity_Assertion
Oct 7, 2025 IRCC Names India in Study …
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
Identity Attack0.3958119
Insult0.2435641
Profanity0.027273865
Threat0.00746953
Severe Toxicity0.01121521
Moderate 0.36043653 Moderate Con 0.347 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
I live in Brampton and I can confirm we do have a big Indian problem
I live in Brampton and I can confirm we do have a big Indian problem
Identity Attack0.44690517
Insult0.113185234
Profanity0.09775851
Threat0.012906751
Severe Toxicity0.019224197
Moderate 0.36043653 Constructive 0.505 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Identity Attack0.44690517
Insult0.1662211
Profanity0.04592061
Threat0.014738814
Severe Toxicity0.012833111
Moderate 0.36043653 Moderate Con 0.382 Fear_Threat
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
I remember I went to Vancouver surrey area for a month and these Indians even in there 50s driven like crazy bumping American rap in 15 inch speakers with there turbans on it was strange …
I remember I went to Vancouver surrey area for a month and these Indians even in there 50s driven like crazy bumping American rap in 15 inch speakers with there turbans on it was strange to me this was like 2005
Identity Attack0.38215697
Insult0.28586254
Profanity0.18233459
Threat0.02250864
Severe Toxicity0.017481172
Moderate 0.36043653 Moderate Con 0.439 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Identity Attack0.46028158
Insult0.1798321
Profanity0.09775851
Threat0.008841781
Severe Toxicity0.016900165
Moderate 0.36043653 Constructive 0.602 Personal_Narrative
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Identity Attack0.41975367
Insult0.24928534
Profanity0.023516348
Threat0.008712323
Severe Toxicity0.011291504
Moderate 0.36043653 Low Con 0.23 Call_To_Action
Feb 27, 2026 3 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.