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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: "Well, if you don't have …" 686 comments · Page 2 of 28
Why do you keep including Islam in Canada's problems i can't get it, and trying to make it look like people are forced to convert or they're going to be killed when it's just people …
Why do you keep including Islam in Canada's problems i can't get it, and trying to make it look like people are forced to convert or they're going to be killed when it's just people liked it and accepted it. 2- Who the hell is talking that Islam is spreading and worried about his kids an indian man well well🤣, you guys literally fked up the country with your stink, rudeness, scammers, fake certificates, fake visas, and poisoned food.
Identity Attack0.5504064
Insult0.5739874
Profanity0.44133487
Threat0.24878941
Severe Toxicity0.23225316
Moderate 0.6426206 Constructive 0.559 Identity Attack Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
Identity Attack0.6649212
Insult0.46173862
Profanity0.2453505
Threat0.13448004
Severe Toxicity0.23223943
Moderate 0.6426206 Moderate Con 0.434 Identity Attack Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who …
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who was an immigrant. They’re great drivers… 🫠🫠 Well enough to ruin my life.
Identity Attack0.46028158
Insult0.5678696
Profanity0.5013569
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.6426206 Constructive 0.512 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I was told in the past that “ Canadian are well educated” but the guy with the bike is unfortunate. He said it himself “ Only poor white trash like us left over”
I was told in the past that “ Canadian are well educated” but the guy with the bike is unfortunate. He said it himself “ Only poor white trash like us left over”
Identity Attack0.60238177
Insult0.6051471
Profanity0.2453505
Threat0.009023022
Severe Toxicity0.032316983
Moderate 0.62702215 Moderate Con 0.497 Identity Attack Insult Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my …
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my country's well-being like a SLAVE!? 😒 The Colonial mindset still continues..There will always be people like him..💀 I am not defending Indians but without the immigration you won't survive sir! You in your Christmas pyjamas won't get any presents if they don't work for your dirty work stu*id!!
Identity Attack0.48915586
Insult0.6306599
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.22513679
Moderate 0.62702215 Moderate Con 0.481 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they …
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they are collaborating with our govt Through illegal way. It’s time to deport them. They will turn Canada into India 😢😢. Don’t Trust any Indian. They are so tricky and cheap 😢😢😢
Identity Attack0.6458014
Insult0.54471385
Profanity0.196476
Threat0.08703069
Severe Toxicity0.16960317
Moderate 0.62136006 Moderate Con 0.418 Identity Attack Insult Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Well the Canadians gave them visa let them in. Blame them. Plus the took people from the worst part of India; North India. If the Canadian government wanted they could solve this shit in 1 …
Well the Canadians gave them visa let them in. Blame them. Plus the took people from the worst part of India; North India. If the Canadian government wanted they could solve this shit in 1 year and have all the punjabis deported to india. Simple.
Identity Attack0.55044734
Insult0.49389273
Profanity0.5381406
Threat0.03407705
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.369 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
lmao bigger cut back on international students instead of refugees... the stupidity and corruption of Canadian government? 1 increase spending, other bring in revenue. Gave away billions and take other burdens. Canada might be well …
lmao bigger cut back on international students instead of refugees... the stupidity and corruption of Canadian government? 1 increase spending, other bring in revenue. Gave away billions and take other burdens. Canada might be well off w/o a government
Identity Attack0.23391083
Insult0.64537907
Profanity0.22552395
Threat0.010110466
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.266 Insult
Jan 11, 2026 Canada’s new rules in 2026
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
Identity Attack0.13377325
Insult0.6677319
Profanity0.2347036
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.60311776 Moderate Con 0.488 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent …
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent to help the growth of the country instead support the stupid moves.
Identity Attack0.10221587
Insult0.65129566
Profanity0.2258264
Threat0.008349842
Severe Toxicity0.016964722
Moderate 0.6027529 Moderate Con 0.33 Insult Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And I say, "well done". You need to prove your worth or you should get out. No mercy to the scums and liars.
Identity Attack0.018269362
Insult0.6798578
Profanity0.22321637
Threat0.01119791
Severe Toxicity0.017222947
Moderate 0.6027529 Constructive 0.647 Insult
Dec 26, 2025 Deportations From Canada at Their …
We the REAL CANADIANS are getting fucked over by a bunch of corrupt pedifiles which apparently above the law, well TIME FOR US TO REVOLT AND PHYSICALLY HAUL THEM OUT OF OUR PUBLIC BUILDINGS AND …
We the REAL CANADIANS are getting fucked over by a bunch of corrupt pedifiles which apparently above the law, well TIME FOR US TO REVOLT AND PHYSICALLY HAUL THEM OUT OF OUR PUBLIC BUILDINGS AND MAKE MASS CITIZENS ARREST SEEN HOW OUR GOVERNMENT IS CORRUPT FROM THE JUSTICE SYSTEM, CISIS, RCMP AND MEDIA ALL PAID BY US. THANKS
Identity Attack0.27914262
Insult0.5543018
Profanity0.47435758
Threat0.14802226
Severe Toxicity0.17009245
Moderate 0.6027529 Moderate Con 0.314 Insult
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system? The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country. Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever. Once that’s accomplished then the mass deportations can start immediately.
Identity Attack0.5135796
Insult0.5678696
Profanity0.5013569
Threat0.031314444
Severe Toxicity0.23224801
Moderate 0.60254884 Constructive 0.545 Identity Attack Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I live in Brampton. One small thing that bugs me is every year at Christmas time the grocery chain Sobey's does not respect this holiday. This woke crap company says "Holiday" and yet all year …
I live in Brampton. One small thing that bugs me is every year at Christmas time the grocery chain Sobey's does not respect this holiday. This woke crap company says "Holiday" and yet all year long put up signs in their stores about "Ed" and "Ramadan". They can't say the word "Christmas" !! Us white Canadians make this company what it is today, NOT these people from India. It's wrong. I really hate these woke companies. And thanks to these ignorant Indian people we are not allowed to do fire works on Canada Day because they had to ruin that for us as well by setting off fire works all the time at all hours of the night during their holidays. Fire works of any kind are now banned.
Identity Attack0.56445944
Insult0.57566804
Profanity0.41031027
Threat0.027170537
Severe Toxicity0.16960317
Moderate 0.6020386 Constructive 0.634 Identity Attack Insult
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
So what this propaganda video is saying is refugees and immigrants get the same as Canadian citizens. Enough said. Its bad enough shelling out my money for Canadian citizens but I have to do it …
So what this propaganda video is saying is refugees and immigrants get the same as Canadian citizens. Enough said. Its bad enough shelling out my money for Canadian citizens but I have to do it for illegals and immigrants as well. I don't remember voting on such crap. The Canadian government are a bunch of crooks. You work for us. We pay you. Be accountable to us your employers and do your jobs.
Identity Attack0.4139151
Insult0.61794597
Profanity0.37052724
Threat0.009178371
Severe Toxicity0.024819711
Moderate 0.6020386 Moderate Con 0.447 Insult
Feb 15, 2020 1 likes How much do refugees and …
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations …
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations have legal penalties for rape. Africans are “stupid” and “can’t keep a job at McDonald’s”? But somehow Nigerians are some of the smartest, most accomplished people I’ve met in my life. The ones I know are doctors, lawyers, engineers, work in tech, living in mansions and driving cars this miserable white trash of a man would only dream of. The irony of someone with such a limited worldview calling other people “low IQ” is wild. Education isn’t just about what you think you know, it’s knowing when you’re completely out of your depth. Instead of blaming entire populations for why you think they’re beneath you, maybe ask yourself why tearing others down is the only way you know how to feel superior.
Identity Attack0.48990932
Insult0.57787937
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.478 Insult Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Not me being offended on behalf of africains when i well damn absolutely refused to go visit my mother's homeland😅😂
Not me being offended on behalf of africains when i well damn absolutely refused to go visit my mother's homeland😅😂
Identity Attack0.53446084
Insult0.3682569
Profanity0.5188411
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.5972042 Constructive 0.506 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike that the losers in the comment section said should be the PM for Canada is a white inferiorist who knows nothing of history. And it’s unbeknownst to him that the …
The guy on the bike that the losers in the comment section said should be the PM for Canada is a white inferiorist who knows nothing of history. And it’s unbeknownst to him that the IQ for the average white man today is much less than the IQ of the average white man say in the 1950s but wants to talk about the IQ of black people in Africa. And he says that he’s a racist but hes also a broke loser thats why he’s in the state that he’s in. The fact that you have a bunch of low IQ people in the comments butt hurt about the immigration saying that the guy on the bike should be the PM of Canada tells me what I need to know about them as well.
Identity Attack0.5135796
Insult0.6306599
Profanity0.17055123
Threat0.012285355
Severe Toxicity0.024866661
Moderate 0.5972042 Moderate Con 0.306 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Well, atleast both men and women work and pay taxes, in comparison to the small hats that are only praying. They literally have 10-20 kids, only women work allegedly and are extremely racist against all …
Well, atleast both men and women work and pay taxes, in comparison to the small hats that are only praying. They literally have 10-20 kids, only women work allegedly and are extremely racist against all other races. All while living on others cost, free food, free homes and no worries in life. Literally the parasites of the world.
Identity Attack0.44690517
Insult0.62169385
Profanity0.21564959
Threat0.010369381
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.378 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Please stop calling them indians. They are khalistanis supported by pakistan. Retards spoiling the reputation of a country as well as sikh faith
Please stop calling them indians. They are khalistanis supported by pakistan. Retards spoiling the reputation of a country as well as sikh faith
Identity Attack0.57150364
Insult0.54471385
Profanity0.39842105
Threat0.038911607
Severe Toxicity0.17926651
Moderate 0.5885171 Low Con 0.24 Identity Attack Insult Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of my country, your disgusting religion and culture is not welcome here. You will not be tolerated by the people. The government may welcome you, the people will not. You'll have to cull the white population in Canada to silence this movement against Muslim immigrants. Worthless people with no humanity, not even for each other, they only care about their religion and nothing else. Calling them human I think at this point is a stretch. My cat has more emotional maturity and regulation then Muslims. Absolutely vile "people".
Identity Attack0.58743036
Insult0.5678696
Profanity0.19524631
Threat0.10389658
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.431 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
It's a crime ridden shithole as well, one of the highest crime rates in Canada.
It's a crime ridden shithole as well, one of the highest crime rates in Canada.
Identity Attack0.10221587
Insult0.5130944
Profanity0.50818664
Threat0.011689849
Severe Toxicity0.06011435
Moderate 0.584095 Moderate Con 0.311 Insult Unverified_Claim
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Im white these videos about how much ch they hate us and are planning to take over and kill all the gays because of there religion, well it makes me want to stack up on …
Im white these videos about how much ch they hate us and are planning to take over and kill all the gays because of there religion, well it makes me want to stack up on guns and get ready for the fight, as a white we cannot trust our government there in on this!
Identity Attack0.58743036
Insult0.33154017
Profanity0.3158166
Threat0.5252479
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.483 Identity Attack Threat Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with …
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with anyone who isn't them, and they bring their class system they have in India here as well. They are some of the worst people I have ever had the displeasure of dealing with.
Identity Attack0.6220118
Insult0.5130944
Profanity0.20700185
Threat0.012854968
Severe Toxicity0.104393706
Moderate 0.57271194 Constructive 0.656 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are …
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are not alone but there are Pakist*nis as well. They are actually cousins with different religions.
Identity Attack0.55044734
Insult0.563347
Profanity0.49259362
Threat0.13178273
Severe Toxicity0.35368225
Moderate 0.5721988 Constructive 0.528 Identity Attack Insult Unverified_Claim
Jan 29, 2026 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.