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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 was one of the …" 1,743 comments · Page 40 of 70
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
Identity Attack0.033784978
Insult0.046764325
Profanity0.10982819
Threat0.012130005
Severe Toxicity0.005683899
Low Tox 0.20973456 Moderate Con 0.441
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
Identity Attack0.10221587
Insult0.0806213
Profanity0.019895468
Threat0.015602129
Severe Toxicity0.0076293945
Low Tox 0.20839658 Low Con 0.225 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
No one is illegal on stolen land 🇨🇦
No one is illegal on stolen land 🇨🇦
Identity Attack0.10221587
Insult0.06617179
Profanity0.03239325
Threat0.009747985
Severe Toxicity0.007286072
Low Tox 0.20572066 Moderate Con 0.351 Moral_Argument
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
One other point. The countries that are causing humanitarian crises should be cleaned up and the refugees returned the their country of origin.
One other point. The countries that are causing humanitarian crises should be cleaned up and the refugees returned the their country of origin.
Identity Attack0.19890837
Insult0.05027775
Profanity0.015044857
Threat0.02855184
Severe Toxicity0.0077056885
Low Tox 0.20572066 Moderate Con 0.452 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
So did you get smuggled in? Odd ending to this one
So did you get smuggled in? Odd ending to this one
Identity Attack0.0065486208
Insult0.06494803
Profanity0.055940874
Threat0.04233929
Severe Toxicity0.0066375732
Low Tox 0.2043827 Moderate Con 0.33 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their …
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their property value increase, cheap labor to serve them, and large consumer base to increase their business profits...
Identity Attack0.20483385
Insult0.06739554
Profanity0.0166845
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.2043827 Moderate Con 0.339 Policy_Critique
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and they’re mad about it. What makes European settler culture the right one? Why not Indigenous culture? Why not Indian culture? What gives Europeans the right to have their culture remain in the Americas?
Identity Attack0.23998553
Insult0.0623257
Profanity0.01620627
Threat0.008582866
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.428 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
But say wat u want i think the Africans assimilate better tho...here in the UK most are Christian..my white sister is married to one and he's a doctor takes good care of them all
But say wat u want i think the Africans assimilate better tho...here in the UK most are Christian..my white sister is married to one and he's a doctor takes good care of them all
Identity Attack0.2772088
Insult0.04090862
Profanity0.07320584
Threat0.009722093
Severe Toxicity0.008506775
Low Tox 0.2043827 Constructive 0.74 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
2 billion spent on someone else’s war. While laid off thousands of employees and public service due to low budget. There is no one to help local businesses. No service. 👏. Carney is not Capable.
2 billion spent on someone else’s war. While laid off thousands of employees and public service due to low budget. There is no one to help local businesses. No service. 👏. Carney is not Capable.
Identity Attack0.00258985
Insult0.17237684
Profanity0.015864678
Threat0.007353018
Severe Toxicity0.0022697449
Low Tox 0.20335422 Moderate Con 0.434 Policy_Critique
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Liberals dont care what you think. They are in it for power. Liberals have zero accountability and are above the law. Proof was when the courts decide they violated the constitution when they froze thebank …
Liberals dont care what you think. They are in it for power. Liberals have zero accountability and are above the law. Proof was when the courts decide they violated the constitution when they froze thebank avvounts of peaceful trucker protest. Zero repercussions no one held accountable. Liberals do not care. Zero accountability
Identity Attack0.09080041
Insult0.09855611
Profanity0.020578653
Threat0.007586042
Severe Toxicity0.003452301
Low Tox 0.20335422 Moderate Con 0.339 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
When will anyone mention that we did not need to school food programs before. Food banks were not overwhelmed and closed because no one could afford to donate, and we sure as hell didn’t have …
When will anyone mention that we did not need to school food programs before. Food banks were not overwhelmed and closed because no one could afford to donate, and we sure as hell didn’t have real Canadians taking from a food bank, when they knew they didn’t need it!
Identity Attack0.030949092
Insult0.07491849
Profanity0.20916378
Threat0.007145886
Severe Toxicity0.005569458
Low Tox 0.20312156 Constructive 0.568
Jan 13, 2026 Canada’s new rules in 2026
Trudeau was destroying Canada and no one said anything. It time to fight back.
Trudeau was destroying Canada and no one said anything. It time to fight back.
Identity Attack0.013646871
Insult0.08434689
Profanity0.01265371
Threat0.05042134
Severe Toxicity0.0041770935
Low Tox 0.20312156 Low Con 0.249
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them yearly for visa health fee etc. and as soon contract finishes send them back home or keep good ones who are beneficial to your economy give them citizenship. Such a big country like Canada that is going thru housing crisis...shame it is called first world country. Indians can help you in a big way to sort your healthcare woes. YES INDIA AND ONLY INDIA OR TO SOME EXTENT PHILLIPINES CAN PROVIDE YOU ENGLISH EDUCATED LAW ABIDING MAN POWER.
Identity Attack0.18468912
Insult0.082866095
Profanity0.024267852
Threat0.007974415
Severe Toxicity0.0062179565
Low Tox 0.20312156 Constructive 0.709
Oct 2, 2025 IRCC Names India in Study …
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Identity Attack0.27701542
Insult0.03768798
Profanity0.057944927
Threat0.01119791
Severe Toxicity0.006752014
Low Tox 0.2028889 Moderate Con 0.424 Fear_Threat
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
mustache man with the cigarette seems like a real one
mustache man with the cigarette seems like a real one
Identity Attack0.020279141
Insult0.08831572
Profanity0.06145202
Threat0.009359611
Severe Toxicity0.0060653687
Low Tox 0.20265625 Low Con 0.254
Jan 27, 2026 Inside Canada's Indian Invasion...
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust …
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust Olivera. these kinda migrants are poor -there was disagreement b/w grunt and boss about fleecing him for a few extra bucks; boss SHOULD NOT care if his cargo has a few more or less dollars if he's getting a flat rate. Massive red flag, as this indicates he plans to receive more/different than agreed and/or that this has been an issue before -Told him that American !ce is patrolling Canada's territory, some hour from the US (lol), and that's why they need to go to some random rathole, when they haven't even committed a crime yet -blatantly lying to him again to take his weapons n phone. They aren't broadcasting xrays thru the entire northern forest. IDK what they have if anything, but definitely not metal detectors lol Yeah, Olivera got out in the nick of time. He was 100% going to get cooked when bossman showed up at the dumping ground. The blade was a small price to pay even though it looked pretty nice lol. Appreciate what you do but maybe this one was a little too risky eh. PS: W bikeman and RIP (Canada does NOT have free speech)
Identity Attack0.094936445
Insult0.12521741
Profanity0.03615085
Threat0.010032792
Severe Toxicity0.005531311
Low Tox 0.20265625 Constructive 0.715 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
liberals can change nothing, Only one thing can change is liberals
liberals can change nothing, Only one thing can change is liberals
Identity Attack0.109318495
Insult0.0806213
Profanity0.023721304
Threat0.009100696
Severe Toxicity0.0044822693
Low Tox 0.20242359 Low Con 0.092 Humor_Satire
Feb 24, 2026 'We do know that there's …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a business model and cheap labour it’s all a false economy
Identity Attack0.18235919
Insult0.06634661
Profanity0.017572641
Threat0.006925808
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.499
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Identity Attack0.11396073
Insult0.056133457
Profanity0.017504321
Threat0.13448004
Severe Toxicity0.01302678
Low Tox 0.20172562 Low Con 0.209
Nov 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Amazing how ‘individual behaviour’ magically becomes ‘Indian/Punjabi behaviour’ here. Every society has issues like addiction, crime, hate. Weird how only one group gets blamed on the internet.
Amazing how ‘individual behaviour’ magically becomes ‘Indian/Punjabi behaviour’ here. Every society has issues like addiction, crime, hate. Weird how only one group gets blamed on the internet.
Identity Attack0.19100772
Insult0.07745308
Profanity0.028230323
Threat0.008259222
Severe Toxicity0.005378723
Low Tox 0.20149297 Moderate Con 0.384 Moral_Argument
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Identity Attack0.10235514
Insult0.0838533
Profanity0.02249157
Threat0.008336896
Severe Toxicity0.0039482117
Low Tox 0.20149297 Moderate Con 0.344 Call_To_Action
Dec 8, 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.