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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

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

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Active: "You're on your own now …" 1,066 comments · Page 37 of 43
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some …
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some groceries and around the house and then put their money aside and keep saving. I would hate for them to struggle and penny pinch. They’re still very young but who knows what things will look like in years from now, probably much worse.
Identity Attack0.004180758
Insult0.021803947
Profanity0.022696527
Threat0.0103175985
Severe Toxicity0.0018882751
Low Tox 0.06579731 Constructive 0.674 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
They’re nice people but ya I’ve seen a grip out here in Arizona 😅
They’re nice people but ya I’ve seen a grip out here in Arizona 😅
Identity Attack0.023193322
Insult0.024124376
Profanity0.022696527
Threat0.008362788
Severe Toxicity0.00207901
Low Tox 0.06421452 Moderate Con 0.452 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system exactly to do that
Identity Attack0.014953227
Insult0.023866551
Profanity0.020851927
Threat0.006589218
Severe Toxicity0.0022602081
Low Tox 0.06381883 Moderate Con 0.422 Unverified_Claim
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
They’re taking all our jobs!
They’re taking all our jobs!
Identity Attack0.008139528
Insult0.02173949
Profanity0.015625564
Threat0.008039144
Severe Toxicity0.0016403198
Low Tox 0.06263174 Low Con 0.247 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Homeless is going double within the next five years they’re not building enough housing for the poor, the elderly or the disabled
Homeless is going double within the next five years they’re not building enough housing for the poor, the elderly or the disabled
Identity Attack0.035847444
Insult0.020966014
Profanity0.012107162
Threat0.006492125
Severe Toxicity0.0019073486
Low Tox 0.06184035 Low Con 0.286 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It doesn't even feel like we're living in a first world country any more.
It doesn't even feel like we're living in a first world country any more.
Identity Attack0.018068384
Insult0.020643732
Profanity0.018392462
Threat0.0070164283
Severe Toxicity0.0017738342
Low Tox 0.061444655 Low Con 0.285
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
Your drivers have spoken Hindi the entire time, if you’re going to be divisive at least get it right.
Your drivers have spoken Hindi the entire time, if you’re going to be divisive at least get it right.
Identity Attack0.020178653
Insult0.023608726
Profanity0.01309778
Threat0.0076766624
Severe Toxicity0.001373291
Low Tox 0.06025757 Low Con 0.22 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
They're all busy taking business calls 😂😂😂😂
They're all busy taking business calls 😂😂😂😂
Identity Attack0.005512681
Insult0.01961243
Profanity0.022969801
Threat0.0078449575
Severe Toxicity0.0023841858
Low Tox 0.06025757 Low Con 0.197 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It was better before they came, it will be better once they're gone.
It was better before they came, it will be better once they're gone.
Identity Attack0.004846719
Insult0.017872108
Profanity0.014498309
Threat0.0130621
Severe Toxicity0.0018405914
Low Tox 0.059727192 Moderate Con 0.359 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s no housing crisis, only an over immigration crisis disguised as other crises. There are over 500,000 illegal immigrants in Canada and 4.9 million immigrant visas expiring by the end of 2025. If all these …
There’s no housing crisis, only an over immigration crisis disguised as other crises. There are over 500,000 illegal immigrants in Canada and 4.9 million immigrant visas expiring by the end of 2025. If all these people were removed from Canada there would be no housing crisis, no shortage of doctors, no shortage of anything. Immigration crisis solved. You’re welcome.
Identity Attack0.033527173
Insult0.017356457
Profanity0.010228404
Threat0.0097738765
Severe Toxicity0.0020694733
Low Tox 0.059727192 Moderate Con 0.404
Jul 23, 2025 1 likes How Canada broke its immigration …
At least they’re working not acting busy with phones and saying our wives are working 😂
At least they’re working not acting busy with phones and saying our wives are working 😂
Identity Attack0.0059936526
Insult0.023221988
Profanity0.017914234
Threat0.006375613
Severe Toxicity0.0016021729
Low Tox 0.059232414 Low Con 0.254 Humor_Satire
Jan 27, 2026 310 likes Inside Canada's Indian Invasion...
I know where they are.They're taking all canadian jobs
I know where they are.They're taking all canadian jobs
Identity Attack0.037394293
Insult0.018129934
Profanity0.0127903465
Threat0.0071717775
Severe Toxicity0.0014972687
Low Tox 0.058737632 Moderate Con 0.349
Oct 12, 2025 IRCC Names India in Study …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not “abusing the system.” this was the program for people that came here legally and are working. To qualify for the PEQ, they had to be working full time, they pay taxes, they speak the language. They’re fixing our roads, keeping hospitals running, welding, machining, doing the jobs most of us take for granted every single day. The hard truth is that Canadians have stopped having enough children, and we simply don’t have enough young people with the skills to fill these roles. Yes, we absolutely should invest more in education and trade programs for our youth — my employer clients are begging young people to become mechanics, welders, skilled workers, often in the regions. Most don’t take those jobs, and even when they do, training takes two to three years. Our industries need people now, or parts of the economy will stall, and that affects all of us as Quebecers and Canadians. These workers are not asking for charity. They are already on the front lines keeping key sectors alive. Ending programs like the PEQ doesn’t punish “illegals” or “free riders”; it punishes people who are already integrated, working, and contributing to the society we all share. Also, all they are asking is for the new rules to not be applied to them retroactively, only for those coming new into the country, otherwise it is rug pulling those already here that played by the rules, and when the government does it to us we don't like, on principle of fairness, whatever you think of the numbers, too high too low, doesn't matters, it is the least we can all get behind as humans.
Identity Attack0.008583503
Insult0.028281843
Profanity0.01893901
Threat0.007197669
Severe Toxicity0.0017166138
Low Tox 0.058737632 Constructive 0.841 Personal_Narrative
Nov 22, 2025 Quebec Ends Economic Immigration Program …
They’re in sarnia !
They’re in sarnia !
Identity Attack0.014450782
Insult0.021288296
Profanity0.023106437
Threat0.007832011
Severe Toxicity0.0022506714
Low Tox 0.058737632 Moderate Con 0.309 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and some are willfully blind to the consequences. This may be an immigrant country, but it's certainly not sustainable at the rate we're going....
Identity Attack0.033527173
Insult0.022706337
Profanity0.00995513
Threat0.006246155
Severe Toxicity0.001168251
Low Tox 0.058737632 Constructive 0.728 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people don't serve the Government nor any Corporation or Public/Private Partnership. This means that the Government doesn't prevent people from doing what they do and they don't use force to extort the fruit of everyone's labor to the point of enslavement. In 1896 and throughout my Grandfather's life from 1902 to 1976, one would do for themselves if they weren't working for someone else. In other words, you found something needed be done, something the community around you required or was lacking, you opened shop and got after it. You can't work today because you require licensing for everything, you require permission for everything, everything is regulated. People have it in their minds that it's so much better today then it was then, that it's "safer". But it's not, that's a lie. My family, although never wealthy, ate good food, always had a roof over their heads, plenty of family around and always had something to do or at least could always find something to work at. Most importantly, they always had hope because they had freedom. No one has any hope anymore and the people coming here aren't just bringing their culture to overtake our culture, they are coming with anger. With envy, resentment and malice. My family didn't come here with those things, they came to Canada with hope and determination to integrate and prosper with freedom. The other side of my family fled Bolshevism when they left Russia and came here and that side had the exact same hope in freedom to work hard and prosper. Now all generational wealth, freedom, prosperity and hope is all but completely stolen. We don't need more regulations. We don't need more benefits. We don't need more Government. We need less, we need it all to go away because I know for a fact, you give people the freedom to go about their lives, the society or community they form, always tends towards peaceful, prosperous organization. You give people the freedom to build and produce and they'll get after it immediately and that opens the door for all other manner of trades and skills that just fill any hole in a community or society. And that's a fact about the organizational tendencies of human beings. There's nothing stopping us from providing for ourselves but a cartel Government in the business of extortion and human enslavement. They foment chaos and division in order to justify the revoking of more freedoms to enslave more people. People themselves, they look to get along, get to work, raise families and, as best they can, enjoy life. Once we start expecting a Government to take care of us we've institutionalized prisoners who have lost all human dignity. When you "buy in" to all the rhetoric of so called autonomy, ask yourself, how autonomous are you without a family? Just because you're alone in a box in a city, stacked one on top of the other, weighted down by a landslide of rules, collecting benefits from the Government, doesn't make you autonomous. People say, "no one can afford a family". Yet those coming in have large families and they seem to be making out just fine. It's the brainwashing of our culture that set us up. Over time we've convinced the proper way to do things is everyone to grow up and go their own way, leaving each other relying on benefits from the government in old age or illness or whatever calamity might strike in life. There's always something that comes along. With family you have human resource, a plethora of skills and you have your "insurance", free of extortion. Everything that comes from a government is conditional and sooner or later their conditions rule over our condition, even though it's our labor that provides for them. The answer isn't more benefits, as I've said. The answer is simply less government, so we can all get to the business of providing for ourselves and helping our communities prosper. We need to do this with family because alone, we are all isolated and powerless. No one stands alone and a house divided cannot stand.
Identity Attack0.008768492
Insult0.027841117
Profanity0.016821137
Threat0.007249452
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.801
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
As an immigrate i work two jobs but They're lots of immigrants in, Toronto, Montreal, and Laval on welfare. Free dental, and home rent. Like $600 for a 2-bedroom apartment. On welfare but also have …
As an immigrate i work two jobs but They're lots of immigrants in, Toronto, Montreal, and Laval on welfare. Free dental, and home rent. Like $600 for a 2-bedroom apartment. On welfare but also have a side business, which makes $1000 to $2000 a day!
Identity Attack0.047706615
Insult0.017227544
Profanity0.013883443
Threat0.006420923
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.754
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a problem. The end was great. But it lacked lto visualize what I've been saying for years : We leave the bad stuff behind. We share and teach others our cultural aspects. We're not supposed to bring the bad, the reason why we left, with us.
Identity Attack0.038167715
Insult0.020321451
Profanity0.010467518
Threat0.0062526283
Severe Toxicity0.001411438
Low Tox 0.05750068 Constructive 0.824 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Where are they? They're in BRAMPTON! Why not start putting their pictures up and letting people call in to a tip line. Just like what's done for other crimes.
Where are they? They're in BRAMPTON! Why not start putting their pictures up and letting people call in to a tip line. Just like what's done for other crimes.
Identity Attack0.0056236745
Insult0.021481665
Profanity0.011594773
Threat0.008285114
Severe Toxicity0.0014781952
Low Tox 0.056758508 Moderate Con 0.398 Call_To_Action
Oct 2, 2025 IRCC Names India in Study …
Should be 100 times more per month … 180K minimum till they’re all gone.
Should be 100 times more per month … 180K minimum till they’re all gone.
Identity Attack0.004421244
Insult0.01648093
Profanity0.014327513
Threat0.022681303
Severe Toxicity0.0023078918
Low Tox 0.056758508 Low Con 0.21
Dec 28, 2025 Deportations From Canada at Their …
They’re never forced to go to food banks all of them whether they’re driving a Mercedes or a Jaguar will show up with their families. The husband will sit outside smoking while the wives will …
They’re never forced to go to food banks all of them whether they’re driving a Mercedes or a Jaguar will show up with their families. The husband will sit outside smoking while the wives will go in and load up on free food. They only thought is that it’s free.
Identity Attack0.0050687063
Insult0.025155678
Profanity0.013473531
Threat0.007262398
Severe Toxicity0.0012779236
Low Tox 0.05651112 Moderate Con 0.378
Oct 2, 2025 IRCC Names India in Study …
Oh no, we're being treated exactly like how we treated the native americans. How could this happen?!
Oh no, we're being treated exactly like how we treated the native americans. How could this happen?!
Identity Attack0.033011556
Insult0.01625293
Profanity0.014259194
Threat0.0069516995
Severe Toxicity0.001783371
Low Tox 0.056263726 Moderate Con 0.38 Moral_Argument
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" …
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" or "there's a lot of fake universities", i think it would be right to try and back that up or know the details of this
Identity Attack0.00880549
Insult0.02618698
Profanity0.015454767
Threat0.006272047
Severe Toxicity0.001115799
Low Tox 0.056263726 Constructive 0.628 Policy_Critique
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
"How corporate media betrayed the principles of journalism for ratings that massage the political ego of their owner." Is a much more compelling story that has waaay bigger ramifications then the slop you're discussing.
"How corporate media betrayed the principles of journalism for ratings that massage the political ego of their owner." Is a much more compelling story that has waaay bigger ramifications then the slop you're discussing.
Identity Attack0.0027378413
Insult0.028502205
Profanity0.012073003
Threat0.0061296434
Severe Toxicity0.0007534027
Low Tox 0.054037213 Low Con 0.299
Jun 25, 2025 1 likes How Canada broke its immigration …
remember its all on purpose, and they're laughing
remember its all on purpose, and they're laughing
Identity Attack0.004402745
Insult0.018774498
Profanity0.02023706
Threat0.008712323
Severe Toxicity0.001707077
Low Tox 0.054037213 Low Con 0.137 Unverified_Claim
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.