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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: "All Indians and only Indians …" 4,309 comments · Page 77 of 173
This video can be summed up in one sentence: Too many Indians.
This video can be summed up in one sentence: Too many Indians.
Identity Attack0.46028158
Insult0.15556364
Profanity0.098377466
Threat0.026997874
Severe Toxicity0.022193791
Moderate 0.37751234 Low Con 0.226
Jun 21, 2025 3 likes How Canada broke its immigration …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just living life..im ok with that as long as their not criminals
Identity Attack0.40447855
Insult0.30326313
Profanity0.0715894
Threat0.010757755
Severe Toxicity0.015867263
Moderate 0.37751234 Constructive 0.684 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians, Somalis never adapt to the Country they migrate to, they take their culture, never marry outside, stays isolated but want all the benefits from the Country....
Indians, Somalis never adapt to the Country they migrate to, they take their culture, never marry outside, stays isolated but want all the benefits from the Country....
Identity Attack0.46028158
Insult0.24835461
Profanity0.03990845
Threat0.008427517
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.307
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow too close. They run over curbs and hit poles.All the time. They never slow down to allow anyone to pass.
Identity Attack0.3817989
Insult0.3393024
Profanity0.053435806
Threat0.02181799
Severe Toxicity0.017481172
Moderate 0.37751234 Moderate Con 0.466 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada it become Indian Country. this is sad to watch
Canada it become Indian Country. this is sad to watch
Identity Attack0.44690517
Insult0.24561718
Profanity0.040409464
Threat0.007586042
Severe Toxicity0.01754573
Moderate 0.37751234 Low Con 0.281
Aug 25, 2025 127 likes Why Canadians Are Turning Against …
I am an X Muslim. Believe me watch out for islam👹 and indians before it's too late. Otherwise, you will lose your country fest
I am an X Muslim. Believe me watch out for islam👹 and indians before it's too late. Otherwise, you will lose your country fest
Identity Attack0.41052565
Insult0.10294484
Profanity0.12220735
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.433 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The entire security industry is fully funded and operated by East Indian students and possible PRS etc. Another corrupt comromised components of the government of Canada
The entire security industry is fully funded and operated by East Indian students and possible PRS etc. Another corrupt comromised components of the government of Canada
Identity Attack0.19693321
Insult0.40975618
Profanity0.02303812
Threat0.0071717775
Severe Toxicity0.007247925
Moderate 0.37751234 Low Con 0.201
Nov 16, 2025 1 likes IRCC Names India in Study …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Identity Attack0.46028158
Insult0.24928534
Profanity0.03765389
Threat0.009877442
Severe Toxicity0.017416617
Moderate 0.37751234 Low Con 0.243 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
It's not just Brampton. It's sll of Canada. Indians are getting handed 99% of 6 figure jobs while being absolutely clueless on how to do those jobs and make zero effort to learn their job …
It's not just Brampton. It's sll of Canada. Indians are getting handed 99% of 6 figure jobs while being absolutely clueless on how to do those jobs and make zero effort to learn their job while everyone suffers for it. The actual Canadian citizens that are more than qualified instead have to work much lower paid jobs they're over qualified for and then get taxed to death to pay for employing these incompetent Indians. The liberals sold out Canada to intentionally collapse the nation. Liberalism is a mind virus that destroys the weak.
Identity Attack0.38185352
Insult0.36798462
Profanity0.055940874
Threat0.012596053
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.445 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
its cheaper to hire indians then the locals who complain too much about money all the time , there too lazy to work at low wages , this why the locals dont the jobs any …
its cheaper to hire indians then the locals who complain too much about money all the time , there too lazy to work at low wages , this why the locals dont the jobs any more , its only indians why pay the locals full price when i can hire some one for lower price and save money at the same time ....do the math !
Identity Attack0.39870077
Insult0.3388922
Profanity0.059447967
Threat0.009463178
Severe Toxicity0.014059683
Moderate 0.37751234 Constructive 0.509
Aug 31, 2025 Why Canadians Are Turning Against …
Canada is being overrun by Indians and Filipinos, our liberal government has sold out Canada
Canada is being overrun by Indians and Filipinos, our liberal government has sold out Canada
Identity Attack0.46028158
Insult0.20201176
Profanity0.036401358
Threat0.01238892
Severe Toxicity0.015673593
Moderate 0.37751234 Low Con 0.196 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
That polish guy think indian immigrants are bad, while he himself is an immigrant.
That polish guy think indian immigrants are bad, while he himself is an immigrant.
Identity Attack0.45348886
Insult0.25007802
Profanity0.11292298
Threat0.009747985
Severe Toxicity0.014188796
Moderate 0.37751234 Low Con 0.292
Oct 14, 2025 27 likes Inside Canada's Indian Metropolis (Brampton)
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Identity Attack0.46028158
Insult0.1798321
Profanity0.08549073
Threat0.010602405
Severe Toxicity0.017481172
Moderate 0.37751234 Constructive 0.564 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Go to Austin Texas and literally and you’ll see how they take over apartment complexes and turn them into Indian villages. They’ll take over faster than any Muslims
Go to Austin Texas and literally and you’ll see how they take over apartment complexes and turn them into Indian villages. They’ll take over faster than any Muslims
Identity Attack0.46028158
Insult0.16758773
Profanity0.092279755
Threat0.038220957
Severe Toxicity0.022839356
Moderate 0.37751234 Low Con 0.202 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs more Canadian than Indian!
Canada needs more Canadian than Indian!
Identity Attack0.4508763
Insult0.18355975
Profanity0.05393682
Threat0.008427517
Severe Toxicity0.017997624
Moderate 0.37751234 Low Con 0.175 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I live in the northeast of the US. The Indians are buying up all these old country stores. Little small towns with the old quaint country store is now an Indian mart. It’s so odd. …
I live in the northeast of the US. The Indians are buying up all these old country stores. Little small towns with the old quaint country store is now an Indian mart. It’s so odd. Instead of cool little trinkets it’s now bongs, Kratom and nitrous kits. Kind of sucks that it takes away the charm of these places.
Identity Attack0.29951343
Insult0.26957804
Profanity0.35597226
Threat0.008841781
Severe Toxicity0.019224197
Moderate 0.37751234 Moderate Con 0.484 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There are Indians who work hard and mind their own business. These same Indians despise the illegals
There are Indians who work hard and mind their own business. These same Indians despise the illegals
Identity Attack0.4508763
Insult0.24630153
Profanity0.11477985
Threat0.010291707
Severe Toxicity0.016319158
Moderate 0.37751234 Moderate Con 0.44 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me …
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me just because I was different. That’s what racism looks like. So when I see videos today blaming immigrants, I know exactly how much hate that spreads. Young Indian students are dying, struggling in laundry rooms and basements, and instead of compassion we point fingers. Immigrants may need some adjustments, yes, but that’s no reason to divide or dehumanize us. Stop spreading hate — Canada is stronger when we stand together.”
Identity Attack0.4139151
Insult0.34032786
Profanity0.09034003
Threat0.030623792
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.754 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Most indians have fake study permits this is old news everyone knows they bribe and doctorate fake permits even fake visas and licences is canada finally waking up to this ??? Lol😮 wow .
Most indians have fake study permits this is old news everyone knows they bribe and doctorate fake permits even fake visas and licences is canada finally waking up to this ??? Lol😮 wow .
Identity Attack0.40883094
Insult0.30797598
Profanity0.040910475
Threat0.008401625
Severe Toxicity0.01644827
Moderate 0.37751234 Low Con 0.201
Oct 2, 2025 IRCC Names India in Study …
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
Identity Attack0.39773783
Insult0.33998606
Profanity0.16264248
Threat0.04363242
Severe Toxicity0.023692908
Moderate 0.37751234 Low Con 0.204
Jan 27, 2026 Inside Canada's Indian Invasion...
you forgot to ask the canadian born indian.. they dont want them here either
you forgot to ask the canadian born indian.. they dont want them here either
Identity Attack0.46050715
Insult0.16824563
Profanity0.04216301
Threat0.010110466
Severe Toxicity0.01754573
Moderate 0.37751234 Low Con 0.288 Identity_Assertion
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This guy must be mad because his doctor is Indian and makes 10x more than he can dream.
This guy must be mad because his doctor is Indian and makes 10x more than he can dream.
Identity Attack0.3817989
Insult0.29383746
Profanity0.15371579
Threat0.010265815
Severe Toxicity0.01483436
Moderate 0.37751234 Low Con 0.245 Humor_Satire
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Identity Attack0.47178617
Insult0.14331897
Profanity0.03389629
Threat0.013321015
Severe Toxicity0.017222947
Moderate 0.37751234 Low Con 0.188
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’d take two Indians over one Muslim
I’d take two Indians over one Muslim
Identity Attack0.46028158
Insult0.11797678
Profanity0.0913099
Threat0.13329996
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.363 Identity_Assertion
Jan 27, 2026 2 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.