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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: "Over the years I have …" 1,624 comments · Page 64 of 65
$21 an hour was a decent living until minimum wage jumped from $6.85 to $17 in ten years. People don’t understand that pushing minimum wage up pushes all other wages down.
$21 an hour was a decent living until minimum wage jumped from $6.85 to $17 in ten years. People don’t understand that pushing minimum wage up pushes all other wages down.
Identity Attack0.0014984132
Insult0.0077598775
Profanity0.009784333
Threat0.006051969
Severe Toxicity0.00041246414
Low Tox 0.010681152 Moderate Con 0.39
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
45K per year is still to many.
45K per year is still to many.
Identity Attack0.002090379
Insult0.0073988754
Profanity0.010706633
Threat0.006763986
Severe Toxicity0.0006866455
Low Tox 0.010681152 Moderate Con 0.319 Policy_Critique
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
It's the best thing quebec has done in years
It's the best thing quebec has done in years
Identity Attack0.0027563404
Insult0.008044879
Profanity0.011253181
Threat0.0061749537
Severe Toxicity0.0007390976
Low Tox 0.010681152 Moderate Con 0.312 Solidarity
Nov 20, 2025 6 likes Quebec Ends Economic Immigration Program …
Lost my job last October. Its almost a year. I still can’t get a job in my field.
Lost my job last October. Its almost a year. I still can’t get a job in my field.
Identity Attack0.0014984132
Insult0.0068098716
Profanity0.010501678
Threat0.006543908
Severe Toxicity0.0005340576
Low Tox 0.01024134 Moderate Con 0.451
Jun 24, 2025 1 likes How Canada broke its immigration …
Great interview. This is exactly what I have been saying and thinking for years now. Nice to know I’m not alone.
Great interview. This is exactly what I have been saying and thinking for years now. Nice to know I’m not alone.
Identity Attack0.0022753682
Insult0.007531876
Profanity0.01128734
Threat0.00675104
Severe Toxicity0.0006866455
Low Tox 0.01024134 Constructive 0.573 Solidarity
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Thank you for covering this. Brampton was so nice 15 years ago.
Thank you for covering this. Brampton was so nice 15 years ago.
Identity Attack0.0021181274
Insult0.0077028773
Profanity0.011184863
Threat0.0065633263
Severe Toxicity0.0007677078
Low Tox 0.01017851 Constructive 0.553 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years Know you asking questions for last four years
Identity Attack0.0017111509
Insult0.007778878
Profanity0.009579378
Threat0.005877201
Severe Toxicity0.00044345856
Low Tox 0.01005285 Low Con 0.275
Sep 28, 2025 2 likes IRCC Names India in Study …
Lived in Brampton for years. Lovely place to live back in the 1990s.
Lived in Brampton for years. Lovely place to live back in the 1990s.
Identity Attack0.003348306
Insult0.0072468747
Profanity0.010979908
Threat0.0068287146
Severe Toxicity0.0007534027
Low Tox 0.009424546 Constructive 0.571 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks for sharing this.. I came here 17 years ago, and my kids grew here, and we faced the same challenges.
Thanks for sharing this.. I came here 17 years ago, and my kids grew here, and we faced the same challenges.
Identity Attack0.0032003147
Insult0.0067908717
Profanity0.011099464
Threat0.006647474
Severe Toxicity0.00066280365
Low Tox 0.009110395 Constructive 0.709 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Question the Brampton mayor about road construction. Why it's taking years to complete once it starts?
Question the Brampton mayor about road construction. Why it's taking years to complete once it starts?
Identity Attack0.0015816584
Insult0.0075698765
Profanity0.009246326
Threat0.0061296434
Severe Toxicity0.00051498413
Low Tox 0.009047564 Low Con 0.296
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
50k per year is higher than the average household income for the majority. Shouldnt this be considered a loan rather than a gift
50k per year is higher than the average household income for the majority. Shouldnt this be considered a loan rather than a gift
Identity Attack0.0013226734
Insult0.0070758737
Profanity0.010211324
Threat0.0060908063
Severe Toxicity0.0004506111
Low Tox 0.008984734 Moderate Con 0.345
Jul 8, 2018 1 likes How much do refugees and …
The numbers in ontario and canada is six hundred thousand a year
The numbers in ontario and canada is six hundred thousand a year
Identity Attack0.0032743104
Insult0.0067433715
Profanity0.010040528
Threat0.0062396824
Severe Toxicity0.0006246567
Low Tox 0.008796243 Moderate Con 0.339
Nov 21, 2025 62 likes Quebec Ends Economic Immigration Program …
do they really make 83k a year free ?
do they really make 83k a year free ?
Identity Attack0.001674153
Insult0.0067908717
Profanity0.011219022
Threat0.00636914
Severe Toxicity0.0005841255
Low Tox 0.008670582 Low Con 0.261 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It was all part of their plan. And it’s worked for many many years.
It was all part of their plan. And it’s worked for many many years.
Identity Attack0.001933138
Insult0.0067623714
Profanity0.010894509
Threat0.006699257
Severe Toxicity0.0006914139
Low Tox 0.008482091 Low Con 0.218 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Identity Attack0.0029598286
Insult0.0067338715
Profanity0.009015751
Threat0.0062849927
Severe Toxicity0.0005245209
Low Tox 0.008419261 Moderate Con 0.371
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Identity Attack0.0013781702
Insult0.006885872
Profanity0.009733095
Threat0.0059904763
Severe Toxicity0.00044584274
Low Tox 0.008293601 Moderate Con 0.464 Economic_Argument
Jan 19, 2026 14 likes Why Canada’s immigration system has …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
I been here in East York for 44 years with Canadian's Citizenship since 1982.
I been here in East York for 44 years with Canadian's Citizenship since 1982.
Identity Attack0.0042732526
Insult0.00646787
Profanity0.010006369
Threat0.0062526283
Severe Toxicity0.00057697296
Low Tox 0.0076652975 Constructive 0.594 Personal_Narrative
Jan 16, 2026 2.9 million Canadian temporary visas …
best thing quebec has done as a team for years.
best thing quebec has done as a team for years.
Identity Attack0.0018961402
Insult0.007322875
Profanity0.009613537
Threat0.005971058
Severe Toxicity0.0005245209
Low Tox 0.0074453913 Moderate Con 0.316
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the next 25 years, going from 30 to 40 million ppl. so essentially it's not just population increase which only accelerated a bit, but it's the fact they didn't expand their economic market size to accomodate and reflect the needs that come with this increase.
Identity Attack0.0021551251
Insult0.0069143726
Profanity0.0092292465
Threat0.005854546
Severe Toxicity0.00044345856
Low Tox 0.006942749 Moderate Con 0.458
Jun 24, 2025 1 likes How Canada broke its immigration …
2% wage increase. 4% increase in food. 5% increase in rent. 3% increase in bus fares. 5 % increase in license registrations. So we make less then last year.
2% wage increase. 4% increase in food. 5% increase in rent. 3% increase in bus fares. 5 % increase in license registrations. So we make less then last year.
Identity Attack0.0010266906
Insult0.006667371
Profanity0.009109689
Threat0.0058448366
Severe Toxicity0.00044584274
Low Tox 0.006754258 Moderate Con 0.351 Economic_Argument
Jan 11, 2026 398 likes Canada’s new rules in 2026
Few years ago, Brampton overtook Mississauga in terms of population growth, also highest auto insurance rates in the country, my uncle pays 5k a year for Lexus insurance
Few years ago, Brampton overtook Mississauga in terms of population growth, also highest auto insurance rates in the country, my uncle pays 5k a year for Lexus insurance
Identity Attack0.001933138
Insult0.0062778685
Profanity0.009681856
Threat0.0060649146
Severe Toxicity0.00045776367
Low Tox 0.0060317097 Constructive 0.567 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
Why go there. In this day of age. With what’s going on over there. Over the years. It’s a mess
Why go there. In this day of age. With what’s going on over there. Over the years. It’s a mess
Identity Attack0.00015537774
Insult0.0020847507
Profanity0.00016495452
Threat0.00006489256
Severe Toxicity0.0000027788956
Low Tox 0.0042628814 Fear_Threat
Dec 8, 2025
Youth unemployment in Quebec has been elevated, with the rate for 15- to 24-year-olds reaching 14.7% in September 2025, its highest level for that month since 2010 (excluding 2020)
Youth unemployment in Quebec has been elevated, with the rate for 15- to 24-year-olds reaching 14.7% in September 2025, its highest level for that month since 2010 (excluding 2020)
Identity Attack0.0014706649
Insult0.005570114
Profanity0.008622919
Threat0.0057250885
Severe Toxicity0.00032901764
Low Tox 0.003926894 Moderate Con 0.375
Nov 19, 2025 115 likes Quebec Ends Economic Immigration Program …

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.