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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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30,738 comments · Page 907 of 1230
Brace yourselves brothers and sister . Beware of "solutions" they offer!!!
Brace yourselves brothers and sister . Beware of "solutions" they offer!!!
Identity Attack0.0055866763
Insult0.020192537
Profanity0.01535229
Threat0.0097738765
Severe Toxicity0.0015640259
Low Tox 0.05799546 Low Con 0.273
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
India...you say! I am very surprised.😂
India...you say! I am very surprised.😂
Identity Attack0.04048799
Insult0.017807651
Profanity0.022013342
Threat0.007870848
Severe Toxicity0.0026893616
Low Tox 0.05799546 Moderate Con 0.455
Sep 29, 2025 IRCC Names India in Study …
Why can’t they ever just say it out loud? Why are you afraid of facts. We aren’t mad at YOU. Why can’t the students non compliance be spoken of with vigor?
Why can’t they ever just say it out loud? Why are you afraid of facts. We aren’t mad at YOU. Why can’t the students non compliance be spoken of with vigor?
Identity Attack0.0037737815
Insult0.025542418
Profanity0.015557245
Threat0.0068028234
Severe Toxicity0.0013160706
Low Tox 0.05799546 Moderate Con 0.4
Sep 29, 2025 IRCC Names India in Study …
Bramptanistan
Bramptanistan
Identity Attack0.028016793
Insult0.02012808
Profanity0.03389629
Threat0.009903334
Severe Toxicity0.0046157837
Low Tox 0.05799546 Low Con 0.237
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was …
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was declined 2 times and at the bottom of the rejection letter was signed by somone from india
Identity Attack0.053854458
Insult0.019096779
Profanity0.0118338885
Threat0.006530962
Severe Toxicity0.0016498566
Low Tox 0.05799546 Constructive 0.644 Unverified_Claim
Nov 24, 2025 IRCC Names India in Study …
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
Identity Attack0.033784978
Insult0.016936934
Profanity0.022559889
Threat0.0065568537
Severe Toxicity0.0024604797
Low Tox 0.05799546 Low Con 0.185 Humor_Satire
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be just fine!
Identity Attack0.036105253
Insult0.020708188
Profanity0.0113044195
Threat0.006168481
Severe Toxicity0.0013065338
Low Tox 0.05799546 Constructive 0.547
Apr 16, 2019 1 likes How much do refugees and …
I'm afraid immigration isn't our biggest concern rn.
I'm afraid immigration isn't our biggest concern rn.
Identity Attack0.036620867
Insult0.013782915
Profanity0.0137468055
Threat0.0069646453
Severe Toxicity0.0018501282
Low Tox 0.05799546 Constructive 0.509 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada became 3 world country
Canada became 3 world country
Identity Attack0.032753747
Insult0.018774498
Profanity0.01846078
Threat0.007624879
Severe Toxicity0.002670288
Low Tox 0.05799546 Low Con 0.236
Dec 25, 2025 3 likes Deportations From Canada at Their …
This would have busted long back
This would have busted long back
Identity Attack0.004439743
Insult0.017012933
Profanity0.03615085
Threat0.010084574
Severe Toxicity0.0024032593
Low Tox 0.05799546 Low Con 0.263 Meta_Commentary
Oct 2, 2025 IRCC Names India in Study …
he’s speaking hindi 😭
he’s speaking hindi 😭
Identity Attack0.027413858
Insult0.020256994
Profanity0.024609445
Threat0.007909686
Severe Toxicity0.002937317
Low Tox 0.05799546 Moderate Con 0.326 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Russians are free to come and go I guess...
Russians are free to come and go I guess...
Identity Attack0.09685178
Insult0.001669324
Profanity0.00011216691
Threat0.0008535681
Severe Toxicity0.0000073164956
Low Tox 0.057867046
Dec 11, 2025
Pls in Germany pls pls
Pls in Germany pls pls
Identity Attack0.023796257
Insult0.013478912
Profanity0.027820412
Threat0.010214032
Severe Toxicity0.004196167
Low Tox 0.057748068 Moderate Con 0.31 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Didn't Europeans colonize Canada
Didn't Europeans colonize Canada
Identity Attack0.0376521
Insult0.015416925
Profanity0.016479544
Threat0.007793174
Severe Toxicity0.00207901
Low Tox 0.057748068 Low Con 0.229 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
That dude on the bike is incredibly based. I hope he isnt prosecuted
That dude on the bike is incredibly based. I hope he isnt prosecuted
Identity Attack0.0038107792
Insult0.021481665
Profanity0.01805087
Threat0.010214032
Severe Toxicity0.002231598
Low Tox 0.057748068 Moderate Con 0.444 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’ve got the maple syrup in my blood and I speak on 95.69% Canadians we are ok with immigrantion to a point, not mass immigration. Let our teens have a chance at getting a job …
I’ve got the maple syrup in my blood and I speak on 95.69% Canadians we are ok with immigrantion to a point, not mass immigration. Let our teens have a chance at getting a job in the fast food(companies have to pay full price per hour)
Identity Attack0.028628819
Insult0.019547975
Profanity0.010911589
Threat0.0067769317
Severe Toxicity0.0016212463
Low Tox 0.057748068 Constructive 0.658 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If it wasn't for expensive real estate and lax immigration policies, the economy would collapse.
If it wasn't for expensive real estate and lax immigration policies, the economy would collapse.
Identity Attack0.023193322
Insult0.019354604
Profanity0.010245483
Threat0.0065633263
Severe Toxicity0.0012397766
Low Tox 0.057748068 Low Con 0.237
Aug 25, 2025 1 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 …
She likes fatooli and kabooch in her salad, she says
She likes fatooli and kabooch in her salad, she says
Identity Attack0.0091384705
Insult0.017420914
Profanity0.030639706
Threat0.0074954215
Severe Toxicity0.0031471252
Low Tox 0.057748068 Moderate Con 0.373 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The amount of effort he puts in his videos are incredible
The amount of effort he puts in his videos are incredible
Identity Attack0.0102854045
Insult0.017163089
Profanity0.035649836
Threat0.010343489
Severe Toxicity0.0051116943
Low Tox 0.057748068 Moderate Con 0.34 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
i was born to portuguese immigrants in brampton always been an immigrant industrial center
i was born to portuguese immigrants in brampton always been an immigrant industrial center
Identity Attack0.044870727
Insult0.016100928
Profanity0.02030538
Threat0.0072753434
Severe Toxicity0.0022029877
Low Tox 0.057748068 Moderate Con 0.389
Dec 31, 2025 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 …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and Brampton (Indian), Richmond, Burnaby and Markham (Chinese) and Vaughan (Italian). It's really funny cos Canadians that come to Australia like to lecture us on how welcoming and mixed Canada is when Canadian society is far more segregated than ours.
Identity Attack0.04693319
Insult0.019419061
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0015258789
Low Tox 0.057748068 Constructive 0.782
Sep 28, 2025 285 likes Inside Canada's Indian Metropolis (Brampton)
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...
smart man 1:55
smart man 1:55
Identity Attack0.009434453
Insult0.021159383
Profanity0.028230323
Threat0.010654188
Severe Toxicity0.0038719177
Low Tox 0.057748068 Low Con 0.288
Jan 27, 2026 8 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.