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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 #}

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Active: "As a indian not the …" 4,309 comments · Page 86 of 173
I just hope they realize they are stealing jobs.... I haven't been employed in years and everywhere I go its Indian people... Can't even get a job at mc donalds....
I just hope they realize they are stealing jobs.... I haven't been employed in years and everywhere I go its Indian people... Can't even get a job at mc donalds....
Identity Attack0.38215697
Insult0.24903896
Profanity0.058946952
Threat0.011042561
Severe Toxicity0.011367798
Moderate 0.36095104 Constructive 0.547 Economic_Argument
Feb 3, 2026 1 likes 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...
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Identity Attack0.37953663
Insult0.16551061
Profanity0.17008601
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.26 Unverified_Claim
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 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)
"Don't cry; some white individuals may be perceived as lazy and unskilled, while Indians are often seen as hard workers who prosper."
"Don't cry; some white individuals may be perceived as lazy and unskilled, while Indians are often seen as hard workers who prosper."
Identity Attack0.39207554
Insult0.3388922
Profanity0.15371579
Threat0.013165667
Severe Toxicity0.015415368
Moderate 0.36095104 Constructive 0.579
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
I don't mean to be mean, but I do realize that Indian "students" don't study, they are always late, they copy their homework, they are not committed to learn.
I don't mean to be mean, but I do realize that Indian "students" don't study, they are always late, they copy their homework, they are not committed to learn.
Identity Attack0.39677486
Insult0.2679134
Profanity0.082581155
Threat0.010239923
Severe Toxicity0.016771052
Moderate 0.36095104 Constructive 0.592 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
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...
Indians are cool. If all immigrants to the UK were Sikhs then we wouldn't have the problems we do
Indians are cool. If all immigrants to the UK were Sikhs then we wouldn't have the problems we do
Identity Attack0.42615733
Insult0.1640896
Profanity0.0913099
Threat0.015947454
Severe Toxicity0.022193791
Moderate 0.36095104 Moderate Con 0.486 Solidarity
Feb 16, 2026 Inside Canada's Indian Invasion...
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...
😂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...
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians who come to the US are vetted, are educated, and work hard. Since the 90s, most of the Indians who come to the US are not Punjabi Sikhs, nor are they Muslim. Punjabis came earlier, but since the tech boom, most who come are Hindus usually from Southern India. About 20% are also Christian. These Hindu and Christian Indians from Southern India are model minorities. Think of these kids who do well in the Spelling Bee. No crime, no trash, just educated hard working folks. Especially here where I am in San Jose, CA. So are these Canadians lying, or are the type of Indians who go to Canada worse? Those with fake diploomas or Sikhs claiming refugee status due to their religion and not being safe in Hindu India? Something is amiss bc how can these Indian immigrants be so different? If Canada is not vettung their immigrants why not? I also know that a coworker of mine who is from Southern India, his niece recently secured a visa to Canada and she is a Radiation Oncologist, an occupation Canada is in need of. So assumed lie the US, Canada is letting in needed skilled workers.
Identity Attack0.37361985
Insult0.3126888
Profanity0.06395709
Threat0.0076507707
Severe Toxicity0.0127685545
Moderate 0.36095104 Constructive 0.813
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
Identity Attack0.38318536
Insult0.16831873
Profanity0.03239325
Threat0.0100069
Severe Toxicity0.013866014
Moderate 0.36095104 Moderate Con 0.376 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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 …
immigrants??? there are Indian please be more precise, Latins are not like that
immigrants??? there are Indian please be more precise, Latins are not like that
Identity Attack0.44690517
Insult0.14150882
Profanity0.079025
Threat0.008634649
Severe Toxicity0.014188796
Moderate 0.36095104 Low Con 0.281 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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...
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live …
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live among white, black, Asian.
Identity Attack0.40883094
Insult0.24928534
Profanity0.069969244
Threat0.00866054
Severe Toxicity0.014188796
Moderate 0.36095104 Moderate Con 0.47 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring …
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring the "six pounds or less" limit per customer the store had imposed. Went to drive thru - couldn't understand the person on other end of speaker. It's everywhere and politicians are all the same. 3000 more Indians into Canada, every day without fail.
Identity Attack0.44690517
Insult0.24493282
Profanity0.038906425
Threat0.011586283
Severe Toxicity0.013349563
Moderate 0.36095104 Constructive 0.564 Unverified_Claim
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
finally someone addressed this, i see teenagers aroun my area struggling hard to find low income like simply working at a tim hortons because of the indians
finally someone addressed this, i see teenagers aroun my area struggling hard to find low income like simply working at a tim hortons because of the indians
Identity Attack0.44690517
Insult0.18728738
Profanity0.11663672
Threat0.011974656
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.604 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Identity Attack0.3817989
Insult0.16758773
Profanity0.11539881
Threat0.023544617
Severe Toxicity0.017029278
Moderate 0.36095104 Moderate Con 0.397
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
You Indians will come here as doctors and nurses and vets and if you look at history and how these people treat one another or how they treat animals no wonder why we have what …
You Indians will come here as doctors and nurses and vets and if you look at history and how these people treat one another or how they treat animals no wonder why we have what we have going on. I know Pakistani vets that will put down dogs on purpose but can I do anything about it? Nope. Thanks Trudy and carny
Identity Attack0.39870077
Insult0.24287975
Profanity0.07223598
Threat0.018710058
Severe Toxicity0.02167734
Moderate 0.36095104 Constructive 0.522
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I am africa stop recim indian people so nice
I am africa stop recim indian people so nice
Identity Attack0.40255263
Insult0.16795322
Profanity0.13344458
Threat0.042662576
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.361 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , MEK, HTS, … In the number Indians are moving abroad Just imagine if there were a million azov were in Canada 💀
Identity Attack0.3817989
Insult0.2659317
Profanity0.048425674
Threat0.011379151
Severe Toxicity0.017287504
Moderate 0.36095104 Moderate Con 0.309 Unverified_Claim
Oct 12, 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.