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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: "You should come to the …" 1,829 comments · Page 30 of 74
Soluttion >>>>>>> Deportation. Come on Canadians, it's time to have our country back!
Soluttion >>>>>>> Deportation. Come on Canadians, it's time to have our country back!
Identity Attack0.29951343
Insult0.07491849
Profanity0.018665737
Threat0.03787563
Severe Toxicity0.015415368
Moderate 0.30502358 Low Con 0.269
Sep 19, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed to the society. Now everything is different. The problem is not immigrants. The immigrants who come here properly are fine. They do not burden the society. The problems are illegals and refugees. They drain the society and create crimes. That’s what you gotta stop.
Identity Attack0.35624164
Insult0.1823172
Profanity0.020373698
Threat0.010239923
Severe Toxicity0.0119018555
Moderate 0.30502358 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by fake students . Chalo, fresco, no frills, real cdn superstore , Costco, Amazon etc are only hiring Sikh punjabis. This is called discrimination against the Cdn citizens of ever colour. Our standard of living is down. Send these so-called student back. Not forgetting the refugees who are collecting free housing, free money for clothing shelter. We did not vote for these million of refugees to come to our country with all their hate for Canadians and our way of life. Close the borders. Especially Roxham in Quebec. Criminals, terrorist are entering Canada without being vetted. Home owners should have the right to defend themselves against home invasion.
Identity Attack0.31307843
Insult0.20201176
Profanity0.027273865
Threat0.010265815
Severe Toxicity0.01159668
Moderate 0.30502358 Constructive 0.679 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
the orange vest guy was Tylers greatest wet dream come true lol
the orange vest guy was Tylers greatest wet dream come true lol
Identity Attack0.025404079
Insult0.110259406
Profanity0.16822512
Threat0.010472948
Severe Toxicity0.013543231
Moderate 0.3048984 Low Con 0.275 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bhagavata Purana 🚩(Skandha 10, Rasa Lila with the Gopis) Vishnu in his avatar as Krishna (considered an incarnation of Vishnu) plays the Rasa Lila with married women (the gopis). The text explicitly describes him drawing …
Bhagavata Purana 🚩(Skandha 10, Rasa Lila with the Gopis) Vishnu in his avatar as Krishna (considered an incarnation of Vishnu) plays the Rasa Lila with married women (the gopis). The text explicitly describes him drawing them away from their husbands at night, embracing, kissing, and engaging in erotic play. Traditional devotees interpret this spiritually, but on the literal level, it is sexual seduction of married women by a god. Harivamsa Purana (Appendix to Mahabharata, Vishnu Parva, Chapter 31–34) Krishna (Vishnu avatar) is described as bathing with the gopis. He steals their clothes and forces them to stand naked in the water until they come out to him. This episode is often taught as a “test of devotion,” but in plain reading, it depicts public humiliation and sexual coercion.
Identity Attack0.16587129
Insult0.08508729
Profanity0.1854088
Threat0.022163315
Severe Toxicity0.020902663
Moderate 0.3047732 Moderate Con 0.454 Advertisement_Spam
Oct 1, 2025 IRCC Names India in Study …
White Canadians do.not like someone coming in and take.over there land...um the real natives.of Canadians i bet they were.saying.the samething
White Canadians do.not like someone coming in and take.over there land...um the real natives.of Canadians i bet they were.saying.the samething
Identity Attack0.36702603
Insult0.07491849
Profanity0.025634222
Threat0.0101363575
Severe Toxicity0.009498596
Moderate 0.30464804 Moderate Con 0.329 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Some do equate European = legality and when it comes to illegality they look at non white. Specially those who say in the comments “people think Canadian are racist”. When they shine their projectors on …
Some do equate European = legality and when it comes to illegality they look at non white. Specially those who say in the comments “people think Canadian are racist”. When they shine their projectors on other and away from them of course.
Identity Attack0.36702603
Insult0.15485314
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.007286072
Moderate 0.30452284 Moderate Con 0.353 Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
I am puzzled why Canada is not acting on deporting these criminals back where they come from.
I am puzzled why Canada is not acting on deporting these criminals back where they come from.
Identity Attack0.18313584
Insult0.24835461
Profanity0.019690514
Threat0.036839653
Severe Toxicity0.008583069
Moderate 0.30452284 Moderate Con 0.365 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to anyone and everyone, regardless of their race, sexuality, gender. We're not like the mexicans of the usa where we come here illegally.WE COME HERELEGALLY, do legal jobs, and live peacefully. Do we have our fair share of problems? Yeah, sure. But that really doesnt overcome all the good that we do not only brampton but canada as a whole. If you wanna blame anyone, blame your government for letting in so many people, not us, we are simply ppl who are seeking a better life. Im a 18 year indian canadian teenager and im sorrounded by other indian canadian teenagers as well and we're all here to do good to the country and city, we're planning on becoming lawyers engineers, doctors, etc, yet yall think that we're here to destroy the country that we ourselves keep close to our heart. this video is racist, and nothing else.
Identity Attack0.36598656
Insult0.1640896
Profanity0.04065997
Threat0.00814271
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.791 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice houses are Indian. Also most fast food restaurants are run by indian managers and staff, I was in a KFC the other day that had 1 younger white male at the counter, and 5 punjab behind the counter. The workers were all yelling at eachother about orders in their language and the white guy looked so confused. English is the first language in Canada so it should be learned especially when it comes to a business context, does our government care tho? Nope.
Identity Attack0.36702603
Insult0.15485314
Profanity0.18786818
Threat0.013631714
Severe Toxicity0.017997624
Moderate 0.30427247 Constructive 0.753 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You should come to Chatham-Kent and see the amount of immigrants that have come in that past 2-3 years. It's insane.
You should come to Chatham-Kent and see the amount of immigrants that have come in that past 2-3 years. It's insane.
Identity Attack0.2308735
Insult0.22770336
Profanity0.027000591
Threat0.0074824756
Severe Toxicity0.005569458
Moderate 0.30427247 Constructive 0.506 Fear_Threat
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lefty Americans wanting to move to Canada, meanwhile immigrants are using Canada as a temporary holding area to sneak into America. Explain how America is a racist country when everyone else wants to come here??
Lefty Americans wanting to move to Canada, meanwhile immigrants are using Canada as a temporary holding area to sneak into America. Explain how America is a racist country when everyone else wants to come here??
Identity Attack0.30103904
Insult0.1662211
Profanity0.017162729
Threat0.006848133
Severe Toxicity0.007095337
Moderate 0.30427247 Low Con 0.297 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are …
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are so ignorant of these serious things going on in their govt? It’s time for accountability—not just from executives who profit from these schemes, but also from the politicians who enable them through inaction or ignorance. These individuals, who came here from India under the guise of being students, later sought asylum and are now receiving government support funded by Canadian taxpayers—while many Canadian youths struggle to find employment. I deeply commend Madam Michelle Rempel Garner for courageously raising this issue, which has long been ignored by corporate executives and their political allies who bear significant responsibility for the country's current challenges.
Identity Attack0.026007013
Insult0.3388922
Profanity0.026727317
Threat0.0076766624
Severe Toxicity0.0044441223
Moderate 0.30427247 Constructive 0.799
Sep 27, 2025 1 likes IRCC Names India in Study …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons under investigation for firing locals and only hiring east Indians. Hey I'm down for helping people in need like refugees but wene the government is putting everything and everyone before Canadians there a big F-ing problem
Identity Attack0.17925262
Insult0.17734702
Profanity0.25824076
Threat0.01052473
Severe Toxicity0.013736901
Moderate 0.30319387 Constructive 0.691 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not follow the lawBut for being in Canada, that’s the government’s fault. The government kind of screwed everybody here, the immigrants, and the citizens of this country.. by bringing so many people into Canada these guys are also struggling. I almost think I wonder if there was some kind of like an underpayment that government officials got from these universities because a lot of of the people that come to the country as students they have to take some kind of a course and pay twice or three times as much as Canadian do.
Identity Attack0.22458547
Insult0.24835461
Profanity0.2258264
Threat0.011638066
Severe Toxicity0.013091337
Moderate 0.30319387 Constructive 0.683 Moral_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Identity Attack0.13163337
Insult0.24928534
Profanity0.058445938
Threat0.008414571
Severe Toxicity0.010604858
Moderate 0.30319387 Constructive 0.578 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
I love immigrants my grandmother AND grandfather immigrated from Sweden LEGALLY but she assimilated to this country . I really hate when people come here and treat it like the country they are fleeing from
I love immigrants my grandmother AND grandfather immigrated from Sweden LEGALLY but she assimilated to this country . I really hate when people come here and treat it like the country they are fleeing from
Identity Attack0.2781757
Insult0.06858205
Profanity0.091633186
Threat0.008311004
Severe Toxicity0.011672974
Moderate 0.30319387 Constructive 0.649 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Identity Attack0.36702603
Insult0.16839184
Profanity0.041912504
Threat0.0084793
Severe Toxicity0.012359619
Moderate 0.30319387 Constructive 0.737 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much …
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much an international student ends up paying just to come here... India has what? like a hundrem million dollar millionaires? How many live as basically what might as well be called slavery? Consider that some of these slave owners prefer living in Canada...
Identity Attack0.24074486
Insult0.23704576
Profanity0.02474608
Threat0.008815889
Severe Toxicity0.00831604
Moderate 0.30136615 Moderate Con 0.451
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Good to see you calling it out; we live in a far left totalitarian society in Canada so they'll do nothing but ignore the problem and label everyone who reacts to the excessive immigration a …
Good to see you calling it out; we live in a far left totalitarian society in Canada so they'll do nothing but ignore the problem and label everyone who reacts to the excessive immigration a 'racist.' The UK has the same problem, anywhere under left wing leadership is funneling in Islam while scapegoating their own citizens for being angry about the lack of assimilation. If we went to India and tried to import our own culture, we'd be called racist and yet when they come here and do it, we're still called racist because we're expected to be subservient and accommodating.
Identity Attack0.2964622
Insult0.19734058
Profanity0.027000591
Threat0.01052473
Severe Toxicity0.008773804
Moderate 0.30136615 Constructive 0.67 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof …
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof that you entered with your Inuit Visa, oh wait they were killed by you and yet you complain when legal immigrants come. They contribute to the culture of Vancouver, Toronto but you just love to point out Brampton when 0.01% have even seen the place, let alone lived there.
Identity Attack0.33352965
Insult0.11978693
Profanity0.026454043
Threat0.054947287
Severe Toxicity0.012435913
Moderate 0.30136615 Constructive 0.631 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Metropolis (Brampton)
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since …
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since we conquered natives give them money way more than a white Canadian,and the chiefs get half a million spread among buddies live off reserve still no clean water definitely no oversight by government. I get taxed to pay immigrants welfare they do not get taxed and are practicing sharia law. Wife says partner left she has 4 to 6 kids 1800 a month per kid plus welfare benefits x 4 wives plus the husband collects on his own and the younger immigrants work shitty jobs while white kids can't get a summer job. The husband also takes a good portion of generous benefits to buy guns hide in mosques for coming jihadGovernment does nothing they loot western canada they will be gone as soon as they stolen enough . Taking our free speech turning canada into a communist hellscape. I havecollapsed arches they want 50 k but get this i still have to wait 3 yrs for a bed. How much will that cost in 3 years? Ive been paying into healthcare 52 years i want my money back.They expect us to give money to everyone sorry im for canada. They invest money in ridiculous climate scam b.s proven to not work carney doesn't care Brookfield and blackrock he is heavily invested in this government is the biggest threat to canada not Donald Trump.103 conflicts of interest 28trips around the world 3 times a lifetime carbon footprint this asshole globalist wef communist does not care about Canadians im too old im stuck here they just want me to take maid save money.
Identity Attack0.33352965
Insult0.14512913
Profanity0.03915693
Threat0.010447056
Severe Toxicity0.01159668
Moderate 0.30136615 Constructive 0.554
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
Bro come to B.C. all you see is indians. Period
Bro come to B.C. all you see is indians. Period
Identity Attack0.36702603
Insult0.083359696
Profanity0.059948977
Threat0.012337137
Severe Toxicity0.014382465
Moderate 0.30136615 Low Con 0.263
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants are not the problem, asylum and fake asylum seekers who come here and expect to live off the governments social programs at the cost of working Canadians.
Immigrants are not the problem, asylum and fake asylum seekers who come here and expect to live off the governments social programs at the cost of working Canadians.
Identity Attack0.2823795
Insult0.21836096
Profanity0.017162729
Threat0.007029374
Severe Toxicity0.0075912476
Moderate 0.30136615 Moderate Con 0.356
Aug 28, 2025 2 likes Why Canadians Are Turning Against …

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.