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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: "Indians have been in Canada …" 1,297 comments · Page 23 of 52
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Identity Attack0.44690517
Insult0.16883044
Profanity0.08807703
Threat0.008686432
Severe Toxicity0.014188796
Moderate 0.3666224 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You can't say every Indian there are robbing. My niece moved to Canada as a student, studied there 6 yrs works in as a software engineer.
You can't say every Indian there are robbing. My niece moved to Canada as a student, studied there 6 yrs works in as a software engineer.
Identity Attack0.4054415
Insult0.26957804
Profanity0.08613731
Threat0.008375733
Severe Toxicity0.011978149
Moderate 0.3666224 Constructive 0.681 Personal_Narrative
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians …
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians but they never colonised anyone so in this situation i support them over european heritage folks who dont believe in god.
Identity Attack0.39677486
Insult0.16124763
Profanity0.059948977
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3666224 Constructive 0.607 Moral_Argument
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope England close the door to Canada Indians..
I hope England close the door to Canada Indians..
Identity Attack0.44690517
Insult0.14874944
Profanity0.04516909
Threat0.050098058
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.338 Fear_Threat
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. …
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. All the punjabis and sindhis want to go to canada. Thx for making the vid. I will share with my ex classmates who work at gas stations lol.
Identity Attack0.38185352
Insult0.27558193
Profanity0.13785136
Threat0.026479885
Severe Toxicity0.02296847
Moderate 0.3666224 Constructive 0.634
Jan 27, 2026 Inside Canada's Indian Invasion...
When an Indian women from India is telling other Indians to,Chill tF out! You know things are bad in Canada 🇨🇦 but i still love Toronto ❤️
When an Indian women from India is telling other Indians to,Chill tF out! You know things are bad in Canada 🇨🇦 but i still love Toronto ❤️
Identity Attack0.3825363
Insult0.24928534
Profanity0.27882218
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.36456755 Moderate Con 0.498
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
Canada is gone. Indians Are over taking soon you will be like Indian
Canada is gone. Indians Are over taking soon you will be like Indian
Identity Attack0.41975367
Insult0.17858955
Profanity0.06345607
Threat0.019918699
Severe Toxicity0.020257099
Moderate 0.36456755 Low Con 0.16
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful …
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful to them so much food is wasted in big cities empty houses buildings grabbed up by real estate investors high rents blaming a town of Indian for whole Canada problems all cities in Canada have GREED PROBLEMS
Identity Attack0.3817989
Insult0.25007802
Profanity0.024267852
Threat0.008531082
Severe Toxicity0.011978149
Moderate 0.36456755 Constructive 0.568
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It's as if Canada is filling up with Indians so America won't want to take them over
It's as if Canada is filling up with Indians so America won't want to take them over
Identity Attack0.4482637
Insult0.16773392
Profanity0.06195303
Threat0.011741633
Severe Toxicity0.015157142
Moderate 0.36456755 Low Con 0.182 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008867673
Severe Toxicity0.016900165
Moderate 0.3625127 Low Con 0.282
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Identity Attack0.3857254
Insult0.17858955
Profanity0.049678206
Threat0.014220826
Severe Toxicity0.016512826
Moderate 0.3625127 Low Con 0.097 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
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...
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)
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 …
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...
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)
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Identity Attack0.44690517
Insult0.23704576
Profanity0.021330157
Threat0.008259222
Severe Toxicity0.012054443
Moderate 0.36095104 Moderate Con 0.315 Unverified_Claim
Sep 28, 2025 9 likes IRCC Names India in Study …
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)
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian …
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion...
Identity Attack0.40351558
Insult0.18728738
Profanity0.051181246
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.128 Advertisement_Spam
Jan 28, 2026 Inside Canada's Indian Invasion...
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is easy because if you blame Canadain govt, you will be treated like Truckers..
Identity Attack0.35948995
Insult0.3388922
Profanity0.029186781
Threat0.009463178
Severe Toxicity0.00919342
Moderate 0.36095104 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns 😅😅😅
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns 😅😅😅
Identity Attack0.40351558
Insult0.23237456
Profanity0.062454045
Threat0.010395273
Severe Toxicity0.014898917
Moderate 0.36095104 Low Con 0.268 Humor_Satire
Oct 2, 2025 IRCC Names India in Study …
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)

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.