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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: "I am immigrant here in …" 3,653 comments · Page 21 of 147
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect to get a free ride from their Government. So WE The People are FED up with the FEDERAL SCUM GOOBERMENT acting like we dont matter... Canada has NEVER had a CIVIL WAR on our soul, but it could happen soon, when the people who have had 3 and 4 generations build this country get everything STOLEN from them by SCUM LIKE TRUDEAU AND CARNEY..
Identity Attack0.36702603
Insult0.5130944
Profanity0.2347036
Threat0.0138755
Severe Toxicity0.02383376
Moderate 0.48141238 Moderate Con 0.407 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Canadian women birth rate of 1-1/3 children per woman is a great explanation of where the Woke fools come from . Instead of immigration we should have been increasing the child tax credits if you …
Canadian women birth rate of 1-1/3 children per woman is a great explanation of where the Woke fools come from . Instead of immigration we should have been increasing the child tax credits if you made it so a family with 3+ children did not pay taxes you would have family having 4 children per woman and it would cost us less per person than the support of these so called immigrants
Identity Attack0.37361985
Insult0.5208188
Profanity0.15635987
Threat0.008440462
Severe Toxicity0.020644438
Moderate 0.48141238 Moderate Con 0.483 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you …
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you have to pack these items away before I continue. In the meantime I'm getting my bags out and trying my best to hurry because the line is very long she's just standing there looking around instead of offering to help me pack up my groceries no ..... SHE doesn't do that. She's standing there. I found it very rude, disrespectful, disgusting and no help for another human being.. they have no compassion for our Canadian people. It's disgusting I'm truly thinking of boycotting Walmart. They need to be back in there own country. Not to come here and behave this way. Canada is Done. Our government should be ashamed of themselves. To treat their own people like garage. But they will pay for their EVILNESS
Identity Attack0.50588524
Insult0.48627716
Profanity0.21564959
Threat0.014738814
Severe Toxicity0.023692908
Moderate 0.48141238 Constructive 0.643 Identity Attack Personal_Narrative
Aug 30, 2025 Why Canadians Are Turning Against …
The immigrant problem in my home country of Canada makes me sick
The immigrant problem in my home country of Canada makes me sick
Identity Attack0.5203519
Insult0.40243408
Profanity0.108590275
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.48141238 Moderate Con 0.384 Identity Attack Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Canadians ICE - Trump is doing the same in America, but he's a monster. Take it from a legal immigrant of 50 years. Illegals in Canada will destroy our social fabric.
Canadians ICE - Trump is doing the same in America, but he's a monster. Take it from a legal immigrant of 50 years. Illegals in Canada will destroy our social fabric.
Identity Attack0.44690517
Insult0.5130944
Profanity0.09292633
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.48021027 Constructive 0.533 Insult Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
Identity Attack0.55044734
Insult0.4302003
Profanity0.25275812
Threat0.011249693
Severe Toxicity0.023076924
Moderate 0.48021027 Moderate Con 0.491 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide …
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide from the police in the Mosque. The Immam refused to let the police in to arrest them . Then we were hit by a load of Roma Gypsy's. They are absolute animals . No home was safe from they're breaking in . They break into cars , trucks and steal whatever isn't nailed down . Now tell me why I should be nice to these people and not be racist ?????😮😮😮😮😮😮😮
Identity Attack0.55011386
Insult0.47384647
Profanity0.30161268
Threat0.16383497
Severe Toxicity0.16960317
Moderate 0.48021027 Constructive 0.521 Identity Attack Unverified_Claim
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human trafficking ….. not to mention there behaviour is mostly appalling and third world behaviour and there bringing it to a first world country acting like annimals … and they wonder why no one likes them or there behaviour …. not to mention all so there lack of hygiene is appalling ( would it kill them to wash properly and use a stick of deodorant becausebo and curry is the worse most disgusting thing u can smell like yuck ) as well like there’s so many issues india and the middle eastern need to adress before migrating its awful … i won’t go near brampton or the gta because of it thoughs city’s went to hell… all so some of these groups of o got banned from there own countries what does that tell you about them as well
Identity Attack0.28034934
Insult0.47357693
Profanity0.41436642
Threat0.016120117
Severe Toxicity0.024772761
Moderate 0.48021027 Constructive 0.522
Aug 27, 2025 Why Canadians Are Turning Against …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of dollars to the economy. If they were all "not working" like that bald guy said, the city wouldn't be as productive or be as rich or as sprawling. Is it too much immigration all at the same time, yeah but locals would have problem with non-white people even if there was litte immigration. Stop the immigration numbers and disgruntled whites would still have an issue with Brampton despite majority white cities the same size as Brampton not being as productive, rapidly facing demographic and economic decline. Majority of the accusations the white people made, were not even proven in the video. I mean ok I guess.
Identity Attack0.48915586
Insult0.48627716
Profanity0.40878695
Threat0.033386398
Severe Toxicity0.044870634
Moderate 0.48021027 Constructive 0.743 Moral_Argument
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
So when the guy said "today 1 in 4 people in Canada is immigrant" LOL 100% of people in Canada are immigrants there aren't much Native people left. So if anyone thinks they came before …
So when the guy said "today 1 in 4 people in Canada is immigrant" LOL 100% of people in Canada are immigrants there aren't much Native people left. So if anyone thinks they came before so they have the right? That's bullshit. Problem isn't immigration, problem is illegal immigration. People coming and not contributing to the growth. that's the problem. But Old European migrants thinking that it;s their ancestors land is also a problem. Fix that too.
Identity Attack0.3780483
Insult0.40243408
Profanity0.46460027
Threat0.010783645
Severe Toxicity0.023645958
Moderate 0.48021027 Constructive 0.529
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
If you are white, you are still an immigrant. Who cares when you got here...they all have been ruining this beautiful place since colonization. Theyve been here for a few generations so they think they …
If you are white, you are still an immigrant. Who cares when you got here...they all have been ruining this beautiful place since colonization. Theyve been here for a few generations so they think they didnt do the same thing.
Identity Attack0.55803186
Insult0.36798462
Profanity0.17613389
Threat0.014048163
Severe Toxicity0.024866661
Moderate 0.48021027 Moderate Con 0.434 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
I have a strong sense of smell, though luckily my country is bad for immigrants.
I have a strong sense of smell, though luckily my country is bad for immigrants.
Identity Attack0.55044734
Insult0.36798462
Profanity0.15019037
Threat0.010680079
Severe Toxicity0.023076924
Moderate 0.48021027 Moderate Con 0.421 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Identity Attack0.55044734
Insult0.33998606
Profanity0.03915693
Threat0.010343489
Severe Toxicity0.023129508
Moderate 0.47900817 Low Con 0.299 Identity Attack Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and …
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and foreigners do all hard jobs while they rest. The liberal government has betrayed Canadians and old immigrants
Identity Attack0.55044734
Insult0.4339631
Profanity0.087430455
Threat0.011689849
Severe Toxicity0.023076924
Moderate 0.47900817 Constructive 0.55 Identity Attack Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
Identity Attack0.5135796
Insult0.45758462
Profanity0.07482228
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.456 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Identity Attack0.55044734
Insult0.36798462
Profanity0.10549548
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.308 Identity Attack Identity_Assertion
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
I think up until immigration was panjab centered and sikhs were coming in, it was good. Now uncivilized hindu people from other states are influxing in so so much.. they are looting and filthing the …
I think up until immigration was panjab centered and sikhs were coming in, it was good. Now uncivilized hindu people from other states are influxing in so so much.. they are looting and filthing the beautiful country now.
Identity Attack0.55044734
Insult0.4339631
Profanity0.19893537
Threat0.060443077
Severe Toxicity0.08859174
Moderate 0.47886392 Constructive 0.509 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
all of THEM are in charge of immigration? wtf
all of THEM are in charge of immigration? wtf
Identity Attack0.10699738
Insult0.26196828
Profanity0.47435758
Threat0.008764107
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.196 Question
Sep 29, 2025 22 likes IRCC Names India in Study …
Simple fact, Canada is in a bad economic shape, and the frustration is being taken out on a race. Scapegoating is human nature. And hypocrisy of the older immigrants is at its finest.
Simple fact, Canada is in a bad economic shape, and the frustration is being taken out on a race. Scapegoating is human nature. And hypocrisy of the older immigrants is at its finest.
Identity Attack0.43256098
Insult0.5130944
Profanity0.032643758
Threat0.007974415
Severe Toxicity0.015673593
Moderate 0.47886392 Moderate Con 0.434 Insult Economic_Argument
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that …
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that rewards hard work, not political optics. Im an immigrant and this place sucks now. Everyone needs to get together, immigrants and citizens need to step up and toss this government out. And when it comes to the garbage and pathetic justice system, No more revolving doors. Every judge who releases repeat offenders must be held publicly and legally accountable for the crimes committed under their rulings. If you enable violence, you share responsibility for its consequences. I am an immigrant of 22 years and I will not put up with this disgusting mistreatment of MY COUNTRY. MY PEOPLE. OUR CULTURE. I will never stay silent. I will always back Canada.
Identity Attack0.18391247
Insult0.5130944
Profanity0.2664882
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.587 Insult Policy_Critique
Sep 9, 2025 8 likes Why Canadians Are Turning Against …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. In general there's things to complain about in Montreal to be sure - including on the immigration front - but IMO we're far better off than all the other big Canadian cities. You can't really get by in Québec city if you don't speak French but if you want to be in a Canadian city and avoid all _this_ kind of stuff then Québec city is the real ticket.
Identity Attack0.2831485
Insult0.42567953
Profanity0.5365423
Threat0.0113014765
Severe Toxicity0.0475607
Moderate 0.47886392 Constructive 0.743 Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
DISGUSTING WHAT THE FEDERAL LIBERAL GOVERNMENT HAS DONE TO CANADIANS WITH IMMIGRANTS…..
DISGUSTING WHAT THE FEDERAL LIBERAL GOVERNMENT HAS DONE TO CANADIANS WITH IMMIGRANTS…..
Identity Attack0.3817989
Insult0.5015486
Profanity0.05243378
Threat0.0074565844
Severe Toxicity0.017610285
Moderate 0.47886392 Low Con 0.201 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Identity Attack0.18235919
Insult0.53014356
Profanity0.049928714
Threat0.008453408
Severe Toxicity0.0126394415
Moderate 0.47886392 Low Con 0.213 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
Identity Attack0.5108175
Insult0.42881694
Profanity0.16869035
Threat0.011560392
Severe Toxicity0.023270357
Moderate 0.47886392 Low Con 0.298 Identity Attack Humor_Satire
Feb 16, 2026 Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 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.