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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: "They have no rights to …" 837 comments · Page 2 of 34
dont understand the muslim hate, lwk stupid. yes the guy in the blue jacket was right, if ur immigrating u need to stand and adopt their values
dont understand the muslim hate, lwk stupid. yes the guy in the blue jacket was right, if ur immigrating u need to stand and adopt their values
Identity Attack0.55044734
Insult0.67254376
Profanity0.39842105
Threat0.017846745
Severe Toxicity0.15443328
Toxic 0.7252971 Moderate Con 0.384 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian fkn invasion is right, get them outa here
Indian fkn invasion is right, get them outa here
Identity Attack0.6637263
Insult0.5270482
Profanity0.57488567
Threat0.2566701
Severe Toxicity0.44787344
Toxic 0.718943 Low Con 0.201 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
This is utter bullshit. If it bothers you, move south. You'll feel right at home there.
This is utter bullshit. If it bothers you, move south. You'll feel right at home there.
Identity Attack0.035331827
Insult0.42167732
Profanity0.7466957
Threat0.010188141
Severe Toxicity0.101760045
Toxic 0.718943 Moderate Con 0.38
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
Identity Attack0.60238177
Insult0.68668073
Profanity0.33376193
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.71760553 Moderate Con 0.428 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Identity Attack0.27991617
Insult0.7218519
Profanity0.29209393
Threat0.051067904
Severe Toxicity0.023076924
Toxic 0.71760553 Low Con 0.24 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I am senior, I have figured out a way to stop paying income tax, so I don't care what they spend your tax dollars on, Canadians are a bunch of fools!! And you voted for …
I am senior, I have figured out a way to stop paying income tax, so I don't care what they spend your tax dollars on, Canadians are a bunch of fools!! And you voted for Trudope, serves you right!!
Identity Attack0.5135796
Insult0.7218519
Profanity0.21132572
Threat0.009592636
Severe Toxicity0.024866661
Toxic 0.71760553 Moderate Con 0.398 Identity Attack Insult
May 8, 2018 How much do refugees and …
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how …
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how many and how fast it happened
Identity Attack0.060675595
Insult0.35849577
Profanity0.8117245
Threat0.013113883
Severe Toxicity0.232236
Toxic 0.71760553 Constructive 0.607 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Most people are angry at the Liberals (rightfully so) BUT personally im far more angrier at the Liberal voters. Ya just cant beat stupid,They out number us !!!
Most people are angry at the Liberals (rightfully so) BUT personally im far more angrier at the Liberal voters. Ya just cant beat stupid,They out number us !!!
Identity Attack0.19298288
Insult0.71120167
Profanity0.33453682
Threat0.026479885
Severe Toxicity0.023076924
Moderate 0.6989911 Moderate Con 0.418 Insult
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get …
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get a doctor from my mother. What the hell I'm disgusted with the government politicians? Actually, I do know. God put governments in place. He didn't put politicians there, and they're all f****** greedy
Identity Attack0.29035977
Insult0.5739874
Profanity0.58072567
Threat0.012854968
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.655 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists taking over with their terrorist activities
Identity Attack0.48915586
Insult0.5935568
Profanity0.5013569
Threat0.05203775
Severe Toxicity0.21290472
Moderate 0.6744087 Low Con 0.22 Insult Unverified_Claim
Aug 6, 2025 How Canada broke its immigration …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Identity Attack0.41975367
Insult0.50440645
Profanity0.6069483
Threat0.06593887
Severe Toxicity0.35112193
Moderate 0.6744087 Moderate Con 0.474 Insult Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
Identity Attack0.08004672
Insult0.4125297
Profanity0.70864636
Threat0.008556974
Severe Toxicity0.06011435
Moderate 0.6744087 Low Con 0.172 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for going against the political agenda, as we just saw, I think we're worse off than Russia right now, Canada is disgusting me. And II am born and raised here and a veteran, what the fuck is going on here?😮
Identity Attack0.5135796
Insult0.5130944
Profanity0.5643384
Threat0.33294448
Severe Toxicity0.23223428
Moderate 0.6611249 Constructive 0.561 Identity Attack Insult Unverified_Claim
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are …
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are the biggest thieves & Invaders in Human History... Truth is Truth.
Identity Attack0.5948528
Insult0.6370372
Profanity0.26621178
Threat0.09623027
Severe Toxicity0.23225316
Moderate 0.6611249 Low Con 0.256 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I WISH They would ALL take off to the U.S. Im sick of it. It's NOT RACISM, IT'S NUMBERS! There are FAR TOO MANY. They DON'T RESPECT OUR COUNTRY! THEY TREAT US LIKE SHIT. THEY …
I WISH They would ALL take off to the U.S. Im sick of it. It's NOT RACISM, IT'S NUMBERS! There are FAR TOO MANY. They DON'T RESPECT OUR COUNTRY! THEY TREAT US LIKE SHIT. THEY ONLY HIRE THEIR OWN! THEY DROVE UP THE RENTAL MARKET Cuz we DON'T HAVE THE ROOM For them, & they make it impossible to find a place. They're RUDE, ENTITLED & THE WORST THING THAT'S HAPPENED TO CANADA IN MY ENTIRE 47 YRS! Im TIRED OF BEING NICE & Keeping my mouth shut. We basically let them walk right in & take over. If it ain't them, it's the Africans & Muslims. The guy on the bike being interviewed is 100000% RIGHT! And WHO THE FU*K Gives them DRIVERS LICENCES? They drive like they're still in INDIA! Why TF COME here if they're ONLY GONNA MAKE IT Like INDIA? STAY IN INDIA IF u DON'T ASSIMILATE!
Identity Attack0.40351558
Insult0.6099415
Profanity0.4662011
Threat0.06658544
Severe Toxicity0.23224974
Moderate 0.6611249 Constructive 0.544 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about …
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about how his kind are going to make us all become Muslims or ..... 😡
Identity Attack0.6413409
Insult0.47787863
Profanity0.33453682
Threat0.05397744
Severe Toxicity0.18844056
Moderate 0.65996873 Constructive 0.535 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
Why do these fools think they have the right to come here and stay here this is a privilege. Same thing in America you don't have the right stay there either
Why do these fools think they have the right to come here and stay here this is a privilege. Same thing in America you don't have the right stay there either
Identity Attack0.2774022
Insult0.6798578
Profanity0.2882351
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.6588125 Low Con 0.235 Insult
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Hmm, 1 Canadian man said the country they come from is a "shit hole" and so they want to go somewhere else, he's referring to India. Now I don't think is right to call another …
Hmm, 1 Canadian man said the country they come from is a "shit hole" and so they want to go somewhere else, he's referring to India. Now I don't think is right to call another country a shit hole and I'm not Indian
Identity Attack0.48949075
Insult0.48627716
Profanity0.7092837
Threat0.008505191
Severe Toxicity0.16496792
Moderate 0.6588125 Constructive 0.634
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is …
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is all the welfare that can digest. Here in the United States they get permanent residency and citizenship right away. Once they get refugee status they never have to work a day in their life in this country they will be funded in full by the American taxpayer. Then they will sponsor all the relatives. They're five sisters which are really their wives. This is what people are not understanding what's going on. Looking what's happening in Dearborn Michigan cured in 10 years the population has quadrupled. It does not even look like an American city anymore
Identity Attack0.24293575
Insult0.64537907
Profanity0.5013569
Threat0.018710058
Severe Toxicity0.19455661
Moderate 0.6588125 Constructive 0.569 Insult
May 22, 2019 1 likes How much do refugees and …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction out of fear, good job Canada! I hate my country I couldnt care less anymore, if we became the 51 state or not because who cares, were shit either way! Go ahead block this comment im just another racist right??? keep going down this path I dont mind becomming what you all want me to be... I was raised to believe in equality for all. I havent seen anything but a mass victimization of everything! Migration, Mental Health, Work place orrientation. People just gotta really start being honest with themselves first. in a society where its common to duisguise yourself with a "digital filter", I really think self honesty is going to be a very important tool for the future. learning to live with the "ugly truth" instead of trying to cover things up all the time, some people just suck no matter the race color or culture more realistically.
Identity Attack0.2964622
Insult0.5739874
Profanity0.596623
Threat0.04686524
Severe Toxicity0.20678867
Moderate 0.6588125 Constructive 0.644 Insult Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
you got every thing right brother im a pensioner that moved to Colombia South America Canada is a shit hole Colombia is BAD but I like it bad. in Colombia they speak spanish and this …
you got every thing right brother im a pensioner that moved to Colombia South America Canada is a shit hole Colombia is BAD but I like it bad. in Colombia they speak spanish and this is all you hear in the the streets no Punjab no Chinese not losers taking advantage of the tax payers contribution
Identity Attack0.57150364
Insult0.57566804
Profanity0.48510036
Threat0.012337137
Severe Toxicity0.17315048
Moderate 0.6544696 Constructive 0.557 Identity Attack Insult Comparative_Framing
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Right in your face! Get out of Canada guys it’s not right. It’s a big set up by the government to allow all those millions of people into this country. Government was fucked up before, …
Right in your face! Get out of Canada guys it’s not right. It’s a big set up by the government to allow all those millions of people into this country. Government was fucked up before, but it’s more fucked up now. We should not support freedom of religionthat comes against humanity. Supporting crimes against humanity. It’s really messed up. The only thing to do is leave.
Identity Attack0.38699543
Insult0.5130944
Profanity0.6242122
Threat0.04098356
Severe Toxicity0.21596274
Moderate 0.6544696 Moderate Con 0.314 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
The Focking Nosense. Take Down Their Statues. Like living in Your Own Country Is Not A Right.
The Focking Nosense. Take Down Their Statues. Like living in Your Own Country Is Not A Right.
Identity Attack0.36702603
Insult0.48627716
Profanity0.6001929
Threat0.013372798
Severe Toxicity0.16960317
Moderate 0.6491204 Low Con 0.137 Identity_Assertion
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
This guy on the bike is so ignorant and stup$d it's incredible how some one be this stup$d in this modern time when we have the internet, nothing should be oblivious to nobody anymore. Have …
This guy on the bike is so ignorant and stup$d it's incredible how some one be this stup$d in this modern time when we have the internet, nothing should be oblivious to nobody anymore. Have of the best graduate students in Canada right now are from Africa. Same in the US and Europe. Africa have some of the best economic, medical and law students.
Identity Attack0.06476828
Insult0.7090544
Profanity0.17520344
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.6426206 Constructive 0.515 Insult Moral_Argument
Feb 14, 2026 Inside Canada's Indian Invasion...
Criminals on student Visa hasn’t been charged because the Judge thinks that will affect them to obtain the Residency in Canada, that’s how stupid Justice system is right now.
Criminals on student Visa hasn’t been charged because the Judge thinks that will affect them to obtain the Residency in Canada, that’s how stupid Justice system is right now.
Identity Attack0.052490227
Insult0.6798578
Profanity0.2347036
Threat0.0089712385
Severe Toxicity0.01896597
Moderate 0.6426206 Low Con 0.286 Insult Unverified_Claim
Sep 29, 2025 1 likes IRCC Names India in Study …

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.