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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: "Over the years I have …" 1,624 comments · Page 62 of 65
It took me 7 years to get a PR
It took me 7 years to get a PR
Identity Attack0.0034962974
Insult0.008690883
Profanity0.015386449
Threat0.007547205
Severe Toxicity0.0010919571
Low Tox 0.016587202 Moderate Con 0.316 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could send for us plus he was told he had to buy a house
Identity Attack0.006992595
Insult0.00821588
Profanity0.01173141
Threat0.006440342
Severe Toxicity0.00081539154
Low Tox 0.01646154 Constructive 0.526 Personal_Narrative
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
Identity Attack0.004439743
Insult0.007816878
Profanity0.010689554
Threat0.0069516995
Severe Toxicity0.00066280365
Low Tox 0.01608456 Constructive 0.688 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Identity Attack0.0017666477
Insult0.007968879
Profanity0.010330882
Threat0.0073918556
Severe Toxicity0.0007343292
Low Tox 0.016021729 Moderate Con 0.437 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
Identity Attack0.0027378413
Insult0.009545889
Profanity0.010211324
Threat0.006440342
Severe Toxicity0.00079631805
Low Tox 0.015833238 Moderate Con 0.489
Dec 27, 2025 1 likes Deportations From Canada at Their …
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Identity Attack0.0023863618
Insult0.009165886
Profanity0.010792031
Threat0.0068287146
Severe Toxicity0.0007247925
Low Tox 0.015833238 Constructive 0.51 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Circumstances will be more challenging in Canada in coming years.......
Circumstances will be more challenging in Canada in coming years.......
Identity Attack0.006696612
Insult0.008500882
Profanity0.008964512
Threat0.006822242
Severe Toxicity0.00078201294
Low Tox 0.015833238 Low Con 0.218 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
In 2015, seniors (65+) were ~16–17% of Canada’s population. In 2024–25, they are ~19–20%. After 10 years and 3.6+ million permanent immigrants, aging was not solved. Immigration didn’t fix aging — it was used as …
In 2015, seniors (65+) were ~16–17% of Canada’s population. In 2024–25, they are ~19–20%. After 10 years and 3.6+ million permanent immigrants, aging was not solved. Immigration didn’t fix aging — it was used as justification, not a solution.
Identity Attack0.007214582
Insult0.008557882
Profanity0.008998672
Threat0.0059775305
Severe Toxicity0.0006079674
Low Tox 0.015581916 Moderate Con 0.445 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
Identity Attack0.0073625734
Insult0.0084818825
Profanity0.010074687
Threat0.006194372
Severe Toxicity0.00068187714
Low Tox 0.015519086 Moderate Con 0.365 Policy_Critique
Jan 27, 2026 998 likes Inside Canada's Indian Invasion...
I paid taxes in this country for 50 years now and i dont get anything free ,Healthcare is not free especially when 50%of my paycheck goes to Ottawa ,so why do they get free things …
I paid taxes in this country for 50 years now and i dont get anything free ,Healthcare is not free especially when 50%of my paycheck goes to Ottawa ,so why do they get free things and i pay for it.
Identity Attack0.0039772694
Insult0.009355888
Profanity0.010125926
Threat0.0058416002
Severe Toxicity0.00069618225
Low Tox 0.015393426 Constructive 0.581 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
FInally, thank God we are doing the right thing it has been goign on for years. Thank you to whoever had courage to allow this ❤🫡🇨🇦
FInally, thank God we are doing the right thing it has been goign on for years. Thank you to whoever had courage to allow this ❤🫡🇨🇦
Identity Attack0.0040512653
Insult0.007930879
Profanity0.014088398
Threat0.007340072
Severe Toxicity0.0012302399
Low Tox 0.015393426 Constructive 0.541 Solidarity
Nov 10, 2025 IRCC Names India in Study …
Not anymore they don't. I keep seeing 25 grand and 80 grand a year.
Not anymore they don't. I keep seeing 25 grand and 80 grand a year.
Identity Attack0.0024788564
Insult0.008576883
Profanity0.011355659
Threat0.0072753434
Severe Toxicity0.0008773804
Low Tox 0.015393426 Moderate Con 0.423
Feb 17, 2025 How much do refugees and …
Didnt Doug Saunders retire years ago & Globe & Mail shut down?
Didnt Doug Saunders retire years ago & Globe & Mail shut down?
Identity Attack0.0012579272
Insult0.010096892
Profanity0.010313802
Threat0.0062979385
Severe Toxicity0.0005054474
Low Tox 0.015204934 Low Con 0.29 Question
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Big Changes this year for Canadians
Big Changes this year for Canadians
Identity Attack0.008102531
Insult0.00821588
Profanity0.01086035
Threat0.0068869707
Severe Toxicity0.0009059906
Low Tox 0.015204934 Low Con 0.274 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This will be all of Canada in the next 10 years.
This will be all of Canada in the next 10 years.
Identity Attack0.006030651
Insult0.0075888764
Profanity0.010228404
Threat0.007534259
Severe Toxicity0.0010538101
Low Tox 0.015016444 Low Con 0.204 Fear_Threat
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
15 years from now every city will be like this Canada
15 years from now every city will be like this Canada
Identity Attack0.006770608
Insult0.008348881
Profanity0.010723713
Threat0.006874025
Severe Toxicity0.0011396408
Low Tox 0.014890783 Low Con 0.192 Fear_Threat
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I dont have cable for over 20 years Try internet, and you are lucky you make 21 dollars per/h
I dont have cable for over 20 years Try internet, and you are lucky you make 21 dollars per/h
Identity Attack0.0023678627
Insult0.00819688
Profanity0.012687869
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.014576632 Moderate Con 0.377
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Identity Attack0.008546505
Insult0.007873878
Profanity0.011116544
Threat0.006330303
Severe Toxicity0.00086307526
Low Tox 0.014513801 Constructive 0.74 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
800,000 more this year.
800,000 more this year.
Identity Attack0.0037367835
Insult0.0076268767
Profanity0.011355659
Threat0.007832011
Severe Toxicity0.001115799
Low Tox 0.014513801 Low Con 0.24 Meta_Commentary
Jun 21, 2025 3 likes How Canada broke its immigration …
should be 500,000 per year
should be 500,000 per year
Identity Attack0.0039402717
Insult0.0075128763
Profanity0.0127561875
Threat0.007754337
Severe Toxicity0.0012683868
Low Tox 0.014450971 Low Con 0.172 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
The rules were way to generous. 2 years to be eligible. Come on.
The rules were way to generous. 2 years to be eligible. Come on.
Identity Attack0.0022383702
Insult0.008595883
Profanity0.01127026
Threat0.007094103
Severe Toxicity0.00079631805
Low Tox 0.01438814 Low Con 0.207 Policy_Critique
Nov 20, 2025 43 likes Quebec Ends Economic Immigration Program …
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
Except I’ve WORKED for the benefits I get. I paid taxes for over 60 years. What have they done? Can I have a $50,000 “set up” cheques, too??? And $10,000 for air fare?‽‽!?
Except I’ve WORKED for the benefits I get. I paid taxes for over 60 years. What have they done? Can I have a $50,000 “set up” cheques, too??? And $10,000 for air fare?‽‽!?
Identity Attack0.0015631594
Insult0.008994885
Profanity0.0113215
Threat0.0059257476
Severe Toxicity0.0006532669
Low Tox 0.014011159 Moderate Con 0.438
May 3, 2025 How much do refugees and …
And we are not divided over it, not at all Canada has never been so united I don’t remember the country ever being in this unit. I’m 58 years old. I’m happy that we are.
And we are not divided over it, not at all Canada has never been so united I don’t remember the country ever being in this unit. I’m 58 years old. I’m happy that we are.
Identity Attack0.0055866763
Insult0.008576883
Profanity0.010108846
Threat0.006220264
Severe Toxicity0.0006914139
Low Tox 0.013948329 Constructive 0.627 Identity_Assertion
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Thanks for opening up dialogue and interviewing a pretty wide range. Immigration does make Canada beautiful when done in a sustainable way. I hope we can find a balance into the future, the last few …
Thanks for opening up dialogue and interviewing a pretty wide range. Immigration does make Canada beautiful when done in a sustainable way. I hope we can find a balance into the future, the last few years we lost that balance.
Identity Attack0.0051797
Insult0.008709883
Profanity0.009178007
Threat0.005848073
Severe Toxicity0.00049352646
Low Tox 0.013822667 Constructive 0.786 Solidarity
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)

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.