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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: "But will you call an …" 741 comments · Page 27 of 30
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ their land. The same story exists in places like Australia, where the original Indigenous population is now a small minority. Over time, migration changes every country’s demographics — it’s a global reality, not an invasion. Even cities like London, Toronto, or New York are built by immigrants from across the world. So before calling it a ‘takeover,’ remember that every nation today stands on layers of migration, adaptation, and cultural exchange.
Identity Attack0.030433474
Insult0.024511116
Profanity0.01627459
Threat0.007353018
Severe Toxicity0.0018596649
Low Tox 0.06263174 Constructive 0.602 Comparative_Framing
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They do NOT ALL INTERGARTE they carry their culture and don't even call themselves Canadians they always refer to " their country " Then want to impose their costums and are very fast at calling …
They do NOT ALL INTERGARTE they carry their culture and don't even call themselves Canadians they always refer to " their country " Then want to impose their costums and are very fast at calling out the racists rethorics
Identity Attack0.015782962
Insult0.02055083
Profanity0.000116654635
Threat0.00016362611
Severe Toxicity0.0000044229423
Low Tox 0.06113598 Identity_Assertion
Apr 14, 2025
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...
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something …
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something really really slow process ..need more authority ,power and independent reporting to border authorities and new appointments from.canadian rooted candidates
Identity Attack0.016259583
Insult0.02708937
Profanity0.013780965
Threat0.0071199946
Severe Toxicity0.0014019012
Low Tox 0.059479803 Constructive 0.566 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
My Canada/ my town now called Bombay!
My Canada/ my town now called Bombay!
Identity Attack0.01656105
Insult0.017743196
Profanity0.018802373
Threat0.016292779
Severe Toxicity0.003452301
Low Tox 0.059232414 Moderate Con 0.439 Identity_Assertion
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Identity Attack0.0103594
Insult0.024897853
Profanity0.01627459
Threat0.0062785195
Severe Toxicity0.0013160706
Low Tox 0.057748068 Constructive 0.515 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
We call it Brampladesh in Canada
We call it Brampladesh in Canada
Identity Attack0.030691283
Insult0.024897853
Profanity0.019895468
Threat0.008103873
Severe Toxicity0.0029945374
Low Tox 0.057748068 Low Con 0.279
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, …
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, home grown issues that are more expensive, much more normalised and ignored, than what the cost is for helping new Canadians avoid starvation and dying of exposure.
Identity Attack0.018470341
Insult0.02264188
Profanity0.011167783
Threat0.00933372
Severe Toxicity0.00166893
Low Tox 0.056758508 Moderate Con 0.487
Aug 14, 2019 How much do refugees and …
So they come to Canada, learn english, work, pay taxes and even local call them nice. Whats the problem ?
So they come to Canada, learn english, work, pay taxes and even local call them nice. Whats the problem ?
Identity Attack0.03249594
Insult0.019096779
Profanity0.0113044195
Threat0.005922511
Severe Toxicity0.0012683868
Low Tox 0.056758508 Moderate Con 0.442 Solidarity
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah we call Brampton “Brown Town” 😂
Yeah we call Brampton “Brown Town” 😂
Identity Attack0.01274247
Insult0.021868404
Profanity0.020578653
Threat0.0076507707
Severe Toxicity0.0022029877
Low Tox 0.055274166 Moderate Con 0.323 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I stopped calling the OPP about abandoned boats, trailers, and 20 foot boats full to the brim with over 20 people crossing the St Lawrence, now when I see it I call US border patrol …
I stopped calling the OPP about abandoned boats, trailers, and 20 foot boats full to the brim with over 20 people crossing the St Lawrence, now when I see it I call US border patrol and they actually respond with an actual gun boat.
Identity Attack0.004994711
Insult0.014504919
Profanity0.012312118
Threat0.030969119
Severe Toxicity0.002746582
Low Tox 0.054037213 Constructive 0.577 Personal_Narrative
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Identity Attack0.0036627878
Insult0.023866551
Profanity0.013371054
Threat0.0077025536
Severe Toxicity0.0011062622
Low Tox 0.05280026 Moderate Con 0.436 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Theres a reason why people call it 'Bramladesh'
Theres a reason why people call it 'Bramladesh'
Identity Attack0.017766917
Insult0.01767874
Profanity0.025497584
Threat0.008815889
Severe Toxicity0.002746582
Low Tox 0.05280026 Low Con 0.244 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
Identity Attack0.010211408
Insult0.015644927
Profanity0.019485557
Threat0.009256045
Severe Toxicity0.0022220612
Low Tox 0.05280026 Moderate Con 0.434 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Identity Attack0.023193322
Insult0.021675033
Profanity0.009750174
Threat0.0067834044
Severe Toxicity0.0012016296
Low Tox 0.051810697 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, welcome to Brampton, the city I unfortunately call home.
Tyler, welcome to Brampton, the city I unfortunately call home.
Identity Attack0.011469335
Insult0.022061773
Profanity0.011184863
Threat0.006763986
Severe Toxicity0.0014686584
Low Tox 0.051563308 Constructive 0.529 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Remember how someone called his Role Model son of Lotu Peshker 😂😂😂
Remember how someone called his Role Model son of Lotu Peshker 😂😂😂
Identity Attack0.0076955543
Insult0.024768941
Profanity0.023243073
Threat0.007365964
Severe Toxicity0.0021266937
Low Tox 0.05131592 Low Con 0.223
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 months there were 21 family members - parents, aunts, uncles, cousins, etc - packed in there and the government cheques were pouring in; surprise, surprise; suddenly they were able to start buying businesses and investment properties. Don’t get me wrong, they were nice and only took advantage of everything the government was offering but they certainly flaunted rules and what I’d call Canadian conventions. Their house and property was turning into a complete shithole and we did the “white flight” shortly afterwards. Make no mistake, whether it’s India or Pakistan, we are slowly, or maybe not so slowly, be colonized by those countries…and those are not nice countries.
Identity Attack0.018972786
Insult0.023221988
Profanity0.01982715
Threat0.0071717775
Severe Toxicity0.0020885468
Low Tox 0.049831573 Constructive 0.676 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
Identity Attack0.0027748393
Insult0.02122384
Profanity0.017094411
Threat0.007417747
Severe Toxicity0.0018501282
Low Tox 0.048099842 Moderate Con 0.345 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Call ice 😂
Call ice 😂
Identity Attack0.004125261
Insult0.016860934
Profanity0.026454043
Threat0.010809537
Severe Toxicity0.0031280518
Low Tox 0.048099842 Moderate Con 0.344
Jan 17, 2026 2.9 million Canadian temporary visas …
150 days, over 300 applications, I got extra licensing and background checks available, not even a call in 5 months. Our country is actually getting shafted by a 1.4b country sending people to a 33m …
150 days, over 300 applications, I got extra licensing and background checks available, not even a call in 5 months. Our country is actually getting shafted by a 1.4b country sending people to a 33m pop country. We will be India in 20 years.
Identity Attack0.02439919
Insult0.018065477
Profanity0.0128245065
Threat0.008349842
Severe Toxicity0.0015258789
Low Tox 0.04785245 Constructive 0.562
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
There is one diploma mill in Brampton called Stanford University 😂😂😂
There is one diploma mill in Brampton called Stanford University 😂😂😂
Identity Attack0.0068446035
Insult0.018258847
Profanity0.020373698
Threat0.0066733654
Severe Toxicity0.0016975403
Low Tox 0.04785245 Low Con 0.18 Humor_Satire
Jan 28, 2026 68 likes 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.