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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: "An immigrant who is a …" 3,653 comments · Page 41 of 147
Im DONE with this. STOP IMMIGRATION NOW. ALL ITS DOING IS DESTROYING OUR COUNTRY.
Im DONE with this. STOP IMMIGRATION NOW. ALL ITS DOING IS DESTROYING OUR COUNTRY.
Identity Attack0.37879246
Insult0.1342682
Profanity0.03339528
Threat0.079364374
Severe Toxicity0.020386212
Moderate 0.37751234 Low Con 0.275 Fear_Threat
Sep 10, 2025 Why Canadians Are Turning Against …
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
Identity Attack0.3908055
Insult0.2679134
Profanity0.047173142
Threat0.017674083
Severe Toxicity0.012703998
Moderate 0.37751234 Moderate Con 0.304
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
Identity Attack0.46028158
Insult0.16839184
Profanity0.06646215
Threat0.013165667
Severe Toxicity0.01806218
Moderate 0.37751234 Moderate Con 0.321 Humor_Satire
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when …
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when you can. Canadian culture is multicultural, every single white Canadian is an immigrant, don't turn away immigration as a whole, we do NOT want to become the US.
Identity Attack0.46028158
Insult0.24928534
Profanity0.031391226
Threat0.017846745
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.709
Sep 10, 2025 Why Canadians Are Turning Against …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL immigrants, friends, who get the concept of assimilation and why. I'd NEVER go to another country and expect special treatment or rights. This isn't going to end well.
Identity Attack0.25309357
Insult0.40243408
Profanity0.09868695
Threat0.008505191
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Deport deport deport deport END ALL IMMIGRATION FOR 1 CENTRY
Deport deport deport deport END ALL IMMIGRATION FOR 1 CENTRY
Identity Attack0.36598656
Insult0.0838533
Profanity0.03239325
Threat0.09009721
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.174 Call_To_Action
Feb 25, 2026 'We do know that there's …
Big slap 👋 to this immigration lawyer who wants to warm his pockets at expense of Canadians Canadians will be very happy when Cbsa officers will act as ice and remove illegal aliens
Big slap 👋 to this immigration lawyer who wants to warm his pockets at expense of Canadians Canadians will be very happy when Cbsa officers will act as ice and remove illegal aliens
Identity Attack0.38208112
Insult0.24835461
Profanity0.028230323
Threat0.31721663
Severe Toxicity0.022193791
Moderate 0.37751234 Moderate Con 0.35 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
Identity Attack0.44690517
Insult0.191015
Profanity0.03389629
Threat0.054624002
Severe Toxicity0.021548226
Moderate 0.37751234 Low Con 0.157 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Identity Attack0.46028158
Insult0.1823172
Profanity0.016889455
Threat0.007365964
Severe Toxicity0.01412424
Moderate 0.37751234 Low Con 0.248
Aug 29, 2025 3 likes Why Canadians Are Turning Against …
I dated an Indian girl who was born here but her parents are immigrants. Before they even met me she said they were so happy she was dating me. I asked why? She said "because …
I dated an Indian girl who was born here but her parents are immigrants. Before they even met me she said they were so happy she was dating me. I asked why? She said "because youre not indian!" .. they don't even like eachother
Identity Attack0.458714
Insult0.18604483
Profanity0.20016506
Threat0.012130005
Severe Toxicity0.021935565
Moderate 0.37751234 Constructive 0.656 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
the "tough pill to swallow" 0:26 .. is that you've always been an immigrant on this land ..doesnt matter your descent
the "tough pill to swallow" 0:26 .. is that you've always been an immigrant on this land ..doesnt matter your descent
Identity Attack0.3817989
Insult0.24561718
Profanity0.07449899
Threat0.010680079
Severe Toxicity0.017997624
Moderate 0.37751234 Moderate Con 0.469 Moral_Argument
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
And with housing shortage it's not just the immigrants to account for - it's also the Canadian youth who want to move out of their parents' basements and get their own homes. Everything Liberal Party …
And with housing shortage it's not just the immigrants to account for - it's also the Canadian youth who want to move out of their parents' basements and get their own homes. Everything Liberal Party of the 2000's is corrupt and fosters outside party corruption. Sick and tired of their and the immigrant's abuse of us and the abuse of them under crime bosses. And why should they go home when they are allowed to scam and rob Canadian taxpayers. Sask has no more recourse but to leave Canada with Alberta.
Identity Attack0.28883415
Insult0.40243408
Profanity0.030890211
Threat0.010809537
Severe Toxicity0.013672344
Moderate 0.37751234 Moderate Con 0.499 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
We need a PM that puts Canadians first. No more immigrants and get rid of😅😂the 600,000 illegals here now
We need a PM that puts Canadians first. No more immigrants and get rid of😅😂the 600,000 illegals here now
Identity Attack0.44690517
Insult0.21135417
Profanity0.028093686
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.286 Policy_Critique
Aug 30, 2025 Why Canadians Are Turning Against …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our over burdened medical fiasco while our children and tax payers work non stop supporting them! More babies, bigger accommodations, support, child tax credits, extra necessities, vehicles, even friggin credit cards paid by us.
Identity Attack0.28883415
Insult0.34032786
Profanity0.27747265
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.37751234 Constructive 0.546 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Can you people put White (Western) people on the government? Not those immigrants who just received green card/residency in your country. That Zafar sure is not a true Canadian. You let those people sit in …
Can you people put White (Western) people on the government? Not those immigrants who just received green card/residency in your country. That Zafar sure is not a true Canadian. You let those people sit in the government, ofcourse they'll be sympathetic towards those other immigrants as well. And those Indians are good at sugar-coating. 🤦
Identity Attack0.46028158
Insult0.2469859
Profanity0.059948977
Threat0.009359611
Severe Toxicity0.016771052
Moderate 0.37751234 Moderate Con 0.428 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
NO MORE IMMIGRANTS. PLEASE STOP THIS
NO MORE IMMIGRANTS. PLEASE STOP THIS
Identity Attack0.44690517
Insult0.089778624
Profanity0.028776871
Threat0.024062606
Severe Toxicity0.019224197
Moderate 0.37751234 Low Con 0.22 Call_To_Action
Jan 6, 2026 Migrants cross into Canada near …
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
Identity Attack0.38208112
Insult0.3388922
Profanity0.23857519
Threat0.011327368
Severe Toxicity0.021290002
Moderate 0.37751234 Constructive 0.627
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is not white land ....white are also immigrant there
Canada is not white land ....white are also immigrant there
Identity Attack0.46028158
Insult0.1469393
Profanity0.05017922
Threat0.0068869707
Severe Toxicity0.013478675
Moderate 0.37751234 Low Con 0.232 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has been saturated with illegal immigrants
Canada has been saturated with illegal immigrants
Identity Attack0.41975367
Insult0.25998658
Profanity0.08290444
Threat0.009592636
Severe Toxicity0.01573815
Moderate 0.37751234 Low Con 0.214 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Identity Attack0.41222036
Insult0.21836096
Profanity0.052183274
Threat0.007974415
Severe Toxicity0.014769804
Moderate 0.37751234 Constructive 0.522 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
White people can't even have 1 country with no foreigners we a minority in the world and supposed accept a population that has a billion people thank you politicians for forcing immigration on us...
White people can't even have 1 country with no foreigners we a minority in the world and supposed accept a population that has a billion people thank you politicians for forcing immigration on us...
Identity Attack0.44690517
Insult0.16795322
Profanity0.057944927
Threat0.009230154
Severe Toxicity0.014769804
Moderate 0.37751234 Moderate Con 0.432 Identity_Assertion
Jan 27, 2026 132 likes Inside Canada's Indian Invasion...
Illegal immigrants should be paying all deportation costs!
Illegal immigrants should be paying all deportation costs!
Identity Attack0.43896464
Insult0.16817254
Profanity0.037904397
Threat0.04201601
Severe Toxicity0.017093835
Moderate 0.37751234 Low Con 0.143 Policy_Critique
Jan 1, 2026 Deportations From Canada at Their …
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
Identity Attack0.39334553
Insult0.35016364
Profanity0.040409464
Threat0.0084793
Severe Toxicity0.012435913
Moderate 0.37751234 Moderate Con 0.419 Fear_Threat
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.