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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: "The problem I have is …" 969 comments · Page 5 of 39
hell ya Ontario do Sudbury its got a lot of problems
hell ya Ontario do Sudbury its got a lot of problems
Identity Attack0.2700233
Insult0.39743927
Profanity0.4756165
Threat0.042985857
Severe Toxicity0.08332442
Moderate 0.52007306 Moderate Con 0.337 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people …
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people to get upset???
Identity Attack0.27340925
Insult0.45135358
Profanity0.5013569
Threat0.011146127
Severe Toxicity0.02604016
Moderate 0.52007306 Moderate Con 0.423 Fear_Threat
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
Identity Attack0.23011416
Insult0.47384647
Profanity0.44752163
Threat0.02371728
Severe Toxicity0.023246882
Moderate 0.51980776 Moderate Con 0.475 Moral_Argument
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
why put so much focus on a poor guy with obvious mental problems is not fair to the population living in that city. But ya, we can not disagree, East Indians are taking over that …
why put so much focus on a poor guy with obvious mental problems is not fair to the population living in that city. But ya, we can not disagree, East Indians are taking over that place, and many other places in Ontario. Not their fault I would say, but a really badly managed immigration fuck up thats not gonna end well I fear.
Identity Attack0.41222036
Insult0.4339631
Profanity0.5013569
Threat0.017156094
Severe Toxicity0.027833538
Moderate 0.51980776 Constructive 0.639 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
Bike guy 100% correct, Muslims and Africans from Africa are the problem, Indians are chill af and don’t force their religion on you
Bike guy 100% correct, Muslims and Africans from Africa are the problem, Indians are chill af and don’t force their religion on you
Identity Attack0.6007182
Insult0.40698266
Profanity0.21132572
Threat0.037530303
Severe Toxicity0.16960317
Moderate 0.51980776 Moderate Con 0.42 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for …
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for allowing their culture to be replaced in order to get quick results.
Identity Attack0.09162762
Insult0.56997263
Profanity0.31402156
Threat0.008272167
Severe Toxicity0.016383713
Moderate 0.51980776 Moderate Con 0.421 Insult Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Identity Attack0.6007182
Insult0.40243408
Profanity0.10363861
Threat0.014738814
Severe Toxicity0.023552058
Moderate 0.51869136 Low Con 0.278 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem of Indian people is the gases and bad smell. thanks God
The problem of Indian people is the gases and bad smell. thanks God
Identity Attack0.55044734
Insult0.40189892
Profanity0.22105443
Threat0.13397428
Severe Toxicity0.18844056
Moderate 0.5140397 Moderate Con 0.361 Identity Attack Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Dirty nude guy calling his neighbors dirty... on what basis? Call for quality immigration that is suitable for all of us. I worked hard to come here but Canadian colleges and universities just luring people …
Dirty nude guy calling his neighbors dirty... on what basis? Call for quality immigration that is suitable for all of us. I worked hard to come here but Canadian colleges and universities just luring people with money rather than those with educated and professional quality is sick. The roots of the problem are somewhere else.
Identity Attack0.2877625
Insult0.5543018
Profanity0.14313951
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.495 Insult
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe …
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe i would have agreed with you but not with countries like the US , Canada and Australia never. I can guarantee that if white illegal immigrants take over your entire country you wouldn't be having a problem but a brown legal immigrant will be a problem for you illiterates forever!!!!!
Identity Attack0.5135796
Insult0.48313886
Profanity0.10363861
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.371 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you …
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you do that. What's the point of preventing them from getting health care. Like a virus will know not to go from an undocumented immigrant to a regular Canadian citizen. It is a dumb policy and it tells me the Conservatives are uncapable of generating original ideas. Definitely not ready for government.
Identity Attack0.36702603
Insult0.5678696
Profanity0.1308005
Threat0.009696201
Severe Toxicity0.018707745
Moderate 0.50789946 Moderate Con 0.367 Insult Policy_Critique
Feb 25, 2026 'We do know that there's …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just …
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just adjusting to a population size that reflects our needs) Maybe ACTUAL Canadians should flip the fuck out like we do in war. I am hating how much worse Canada has gotten and I feel that if I put in more effort there will be the opposite of a reward at the end. Paying families to have kids means that women won't go to their corpo daycare. The more people you bring with NOTHING, takes away from those who paid for it and everyone suffers.
Identity Attack0.4830652
Insult0.43450394
Profanity0.46460027
Threat0.04201601
Severe Toxicity0.11756202
Moderate 0.50789946 Constructive 0.636 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Ngl this video actually made me sick. Normalization of racism towards Indians is rediculous and generalizing Indians as a sneaky ppl invading a foreign country is ridiculous. While it is true there r problems in …
Ngl this video actually made me sick. Normalization of racism towards Indians is rediculous and generalizing Indians as a sneaky ppl invading a foreign country is ridiculous. While it is true there r problems in the Canadian immigration system its not the fault of the ppl who use it for a better life, rather the fault of politicians who allowed it. Do better Tyler!
Identity Attack0.43256098
Insult0.5130944
Profanity0.21348765
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.703 Insult Moral_Argument
Feb 26, 2026 4 likes Inside Canada's Indian Invasion...
Complain when you start the problem not after when you can’t control it fools
Complain when you start the problem not after when you can’t control it fools
Identity Attack0.01191331
Insult0.5497792
Profanity0.25184435
Threat0.009463178
Severe Toxicity0.013478675
Moderate 0.50759226 Low Con 0.142 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police …
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police force would be either killing or arresting every one of them.
Identity Attack0.57957685
Insult0.3388922
Profanity0.22643133
Threat0.44942492
Severe Toxicity0.067522444
Moderate 0.50503236 Moderate Con 0.33 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me $8 over my asking wage. I don't mind Indians at all. They are hard working people and don't usually create problems. The Somalis are horrible. They have ZERO etiquette, manners and a complete disregard for anyone but themselves. I moved cities to get away from them because they have like 8-10 kids. They all just make kids for child benefit money and sit at home on welfare. They are ALL on welfare. Those on ODSP work under the table while on a disability benefit. The government is dumb as hell for bringing so many. Nice cities have become shit holes because they're dirty and don't care about their communities. They're just awful.
Identity Attack0.55044734
Insult0.44464502
Profanity0.3194067
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.5024724 Constructive 0.654 Identity Attack Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the …
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the immigration and the situation will be the same: manufacture is lost to China, no new housing built, dumb regulations, inability to incentivise people to live in remote regions, no plan for homeless and addicts and health care system in general. But yeah of course it us easier to fight straw-men.
Identity Attack0.48915586
Insult0.5130944
Profanity0.19893537
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.4977744 Constructive 0.572 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Only my heritage is Indian (4th generation in Australia - my great grandparents came here) so obviously I present as one. Of course every South Asian person I meet despises FOBs because they're literally the …
Only my heritage is Indian (4th generation in Australia - my great grandparents came here) so obviously I present as one. Of course every South Asian person I meet despises FOBs because they're literally the problem for all of this. Lack of assimilation, lack of civic sense, lack of fucking common sense. Of course this makes my blood boil. But what I'm genuinely tired of? The endless discrimination. I've lost count how many people profile me or treat me like garbage until we have a 20 second conversation, they hear my accent and I watch in real-time as their body language and frown disappears. It's like watching racism disappear like a light switch. So let me ask all of you a question - how should people like myself, born and raised here handle this? It doesn't end. Everyday, there's a new comment from a new person, another racial slur, another person throwing a bottle at me from their car as I'm walking, another passerby getting aggro at me for no reason, another form of insanity. How should regular people like myself handle this or deal with this? No trolling.
Identity Attack0.44690517
Insult0.42567953
Profanity0.5188411
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.4977744 Constructive 0.741 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
8:30 I was tryna give this guy the benefit of the doubt like he has a bit of a point but then he just outright said ALL Africans are the problem 💔
8:30 I was tryna give this guy the benefit of the doubt like he has a bit of a point but then he just outright said ALL Africans are the problem 💔
Identity Attack0.55803186
Insult0.336253
Profanity0.19401662
Threat0.02181799
Severe Toxicity0.024819711
Moderate 0.4977744 Constructive 0.508 Identity Attack
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they …
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they have those undesirables in Canada as well.
Identity Attack0.5913144
Insult0.41530323
Profanity0.10023434
Threat0.01187109
Severe Toxicity0.02373986
Moderate 0.49139655 Constructive 0.595 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
the problem of immigration is due to women in the workplace
the problem of immigration is due to women in the workplace
Identity Attack0.5689151
Insult0.26957804
Profanity0.13785136
Threat0.010084574
Severe Toxicity0.023176458
Moderate 0.4838166 Low Con 0.227 Identity Attack Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They must be deported, euthenized. Bam. Problem gone.
They must be deported, euthenized. Bam. Problem gone.
Identity Attack0.20680901
Insult0.30326313
Profanity0.16869035
Threat0.52547425
Severe Toxicity0.16960317
Moderate 0.4838166 Low Con 0.136 Threat
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Huge problem. Many of these immigrants are criminal elements. The downfall of Canada.
Huge problem. Many of these immigrants are criminal elements. The downfall of Canada.
Identity Attack0.50917345
Insult0.47384647
Profanity0.044167064
Threat0.01101667
Severe Toxicity0.023076924
Moderate 0.48141238 Low Con 0.198 Identity Attack
Oct 6, 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.