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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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Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "You will be our 51st …" 49 comments · Page 1 of 2
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? …
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? White people took over large swathes of land everywhere and killed the natives. Forget being America's 51st state, you're already India's 29th.
Identity Attack0.55044734
Insult0.6677319
Profanity0.36230123
Threat0.14960353
Severe Toxicity0.16960317
Moderate 0.687436 Moderate Con 0.36 Identity Attack Insult Moral_Argument
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
That MF Trudeau should be in god damn jail!! He did this to our Canada. I hope we become the 51st state immediately and ICE clears all this riff raff out of here!
That MF Trudeau should be in god damn jail!! He did this to our Canada. I hope we become the 51st state immediately and ICE clears all this riff raff out of here!
Identity Attack0.11512129
Insult0.56997263
Profanity0.59166485
Threat0.13815513
Severe Toxicity0.17009245
Moderate 0.65996873 Moderate Con 0.337 Insult Policy_Critique
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
Identity Attack0.045901958
Insult0.40243408
Profanity0.6069483
Threat0.013579931
Severe Toxicity0.023458159
Moderate 0.5716857 Moderate Con 0.409
Oct 21, 2025 1 likes IRCC Names India in Study …
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
Identity Attack0.051353373
Insult0.58196646
Profanity0.12727508
Threat0.013528148
Severe Toxicity0.01806218
Moderate 0.5532103 Low Con 0.245 Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I agree JamCan, they left us with no other option than to become the 51st state. We need ICE up here to get rid of the trash 🤮 Our Liberltard gov’t is making it worse …
I agree JamCan, they left us with no other option than to become the 51st state. We need ICE up here to get rid of the trash 🤮 Our Liberltard gov’t is making it worse every day
Identity Attack0.10221587
Insult0.5072643
Profanity0.16217725
Threat0.013579931
Severe Toxicity0.016254602
Moderate 0.45243698 Moderate Con 0.436 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've …
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've always been proud to be Canadian now I want to get out of this country and live elsewhere. I feel my grandfather left his family risked his life for Canadians to be living in encampments while we continue to allow more immigrants into this country that do not respect it. Not only can we not find housing and are living in tents. It's funny but I don't see any immigrants living in tents. Where can I vote to be the 51st state. Sign me up
Identity Attack0.23770751
Insult0.44126466
Profanity0.0816113
Threat0.009281937
Severe Toxicity0.012703998
Moderate 0.39842087 Constructive 0.695 Personal_Narrative
Aug 30, 2025 7 likes Why Canadians Are Turning Against …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our …
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our elections
Identity Attack0.45348886
Insult0.1798321
Profanity0.034397304
Threat0.009411395
Severe Toxicity0.015544481
Moderate 0.36867723 Constructive 0.567 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump mad we didnt want to be the 51st state
Trump mad we didnt want to be the 51st state
Identity Attack0.00063132617
Insult0.26177922
Profanity0.00032497666
Threat0.00014766616
Severe Toxicity0.0000035599783
Low Tox 0.27056938
Dec 8, 2025 2 likes
Canada is 51st state of USA. So Canadian don't have a right to speak about indian ... Americans can speak about this .
Canada is 51st state of USA. So Canadian don't have a right to speak about indian ... Americans can speak about this .
Identity Attack0.35948995
Insult0.07016616
Profanity0.019212283
Threat0.008556974
Severe Toxicity0.00831604
Low Tox 0.27047762 Moderate Con 0.345 Comparative_Framing
Feb 13, 2026 3 likes Inside Canada's Indian Invasion...
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were …
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were to break the law in another country, they wouldn’t hesitate to ship me back to where I came from. Just to be clear, I’m not conservative. In my eyes there is more to loose going that route. I feel I’m far more productive to put pressure on my representatives than to vote conservative and become the 51st state. Besides, their whining irritates me.
Identity Attack0.20088354
Insult0.07428485
Profanity0.027683776
Threat0.027170537
Severe Toxicity0.007247925
Low Tox 0.22445217 Constructive 0.635 Moral_Argument
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
Identity Attack0.089145996
Insult0.05964688
Profanity0.019553876
Threat0.038220957
Severe Toxicity0.010757446
Low Tox 0.21107252 Moderate Con 0.376 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Identity Attack0.06294931
Insult0.11797678
Profanity0.020168742
Threat0.0077802283
Severe Toxicity0.0035858154
Low Tox 0.200795 Moderate Con 0.369 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada wanting to become the 51st state: ❌❌❌ Canada wanting to become Indian province: ✅✅✅
Canada wanting to become the 51st state: ❌❌❌ Canada wanting to become Indian province: ✅✅✅
Identity Attack0.120924085
Insult0.032909457
Profanity0.016411226
Threat0.0078449575
Severe Toxicity0.004863739
Low Tox 0.15490346 Low Con 0.149 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now I understand why Canada doesn't want to be the 51st State. Canada is already New Punjab they don't share our culture or values anymore.
Now I understand why Canada doesn't want to be the 51st State. Canada is already New Punjab they don't share our culture or values anymore.
Identity Attack0.116281845
Insult0.054962315
Profanity0.014259194
Threat0.007081157
Severe Toxicity0.0043678284
Low Tox 0.15324512 Constructive 0.508 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be …
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be swarming Canada.
Identity Attack0.03636306
Insult0.053205602
Profanity0.022628209
Threat0.011146127
Severe Toxicity0.00333786
Low Tox 0.147767 Moderate Con 0.453
Dec 28, 2025 Deportations From Canada at Their …
Honestly we shouldn't even consider any part of Canada becoming the 51st State... They're all a bunch of specialists
Honestly we shouldn't even consider any part of Canada becoming the 51st State... They're all a bunch of specialists
Identity Attack0.039972372
Insult0.060927123
Profanity0.015830519
Threat0.006848133
Severe Toxicity0.0024032593
Low Tox 0.112746716 Low Con 0.185 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Identity Attack0.009360458
Insult0.02567133
Profanity0.010672474
Threat0.012078222
Severe Toxicity0.0019550323
Low Tox 0.07845957 Low Con 0.157 Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Time for a Canadian revolution, or Government reform, or all-out civil war. Or become the 51st State. I'm in favour of a complete government reform, getting rid of the Westminster system and implementing a republican …
Time for a Canadian revolution, or Government reform, or all-out civil war. Or become the 51st State. I'm in favour of a complete government reform, getting rid of the Westminster system and implementing a republican style of governance. A government for the people by the people.
Identity Attack0.012641981
Insult0.017088935
Profanity0.012004685
Threat0.029933142
Severe Toxicity0.0031471252
Low Tox 0.06500591 Moderate Con 0.459 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
51st state - elbows fown 😂😂😂
51st state - elbows fown 😂😂😂
Identity Attack0.005956655
Insult0.021288296
Profanity0.018665737
Threat0.0089712385
Severe Toxicity0.002632141
Low Tox 0.063423134 Low Con 0.247 Humor_Satire
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
Awe;) 51st state following our lead lol jk
Awe;) 51st state following our lead lol jk
Identity Attack0.009027477
Insult0.019547975
Profanity0.025497584
Threat0.008220384
Severe Toxicity0.0024604797
Low Tox 0.05651112 Moderate Con 0.397
Dec 23, 2025 1 likes Deportations From Canada at Their …
DONT GO I AINT NEVA GOING! elbows up never 51st!!!
DONT GO I AINT NEVA GOING! elbows up never 51st!!!
Identity Attack0.00065609766
Insult0.0020791623
Profanity0.0005590415
Threat0.06123874
Severe Toxicity0.000030395808
Low Tox 0.054837223 Identity_Assertion
Dec 8, 2025 25 likes
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Identity Attack0.0074365693
Insult0.022577424
Profanity0.0113215
Threat0.008738215
Severe Toxicity0.0018310547
Low Tox 0.05255287 Moderate Con 0.463
Jan 27, 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.