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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: "I know where they are …" 1,129 comments · Page 45 of 46
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Identity Attack0.0052166977
Insult0.0076838774
Profanity0.009340264
Threat0.006246155
Severe Toxicity0.0005364418
Low Tox 0.01218908 Low Con 0.252 Question
Jan 28, 2026 Canadian Citizenship Test 2025 – …
Tyler Oliver, thanks for covering this story because Ben Bankas, one of the best stand-up comedians from Canada, has been doing great jokes about this situation, and I honestly didn't know anything about it until …
Tyler Oliver, thanks for covering this story because Ben Bankas, one of the best stand-up comedians from Canada, has been doing great jokes about this situation, and I honestly didn't know anything about it until now. Thanks again, brother.
Identity Attack0.0017851467
Insult0.009184887
Profanity0.010160086
Threat0.00598724
Severe Toxicity0.00045776367
Low Tox 0.012126249 Constructive 0.754
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Saskatchewan Strong what a nice speech bro is right let them know Alberta
Saskatchewan Strong what a nice speech bro is right let them know Alberta
Identity Attack0.0036627878
Insult0.00817788
Profanity0.010484599
Threat0.0065956907
Severe Toxicity0.0008010864
Low Tox 0.011937759 Moderate Con 0.468 Meta_Commentary
Feb 5, 2026 2.9 million Canadian temporary visas …
As a Montrealer I know exactly where this is.
As a Montrealer I know exactly where this is.
Identity Attack0.0034777985
Insult0.0075888764
Profanity0.010689554
Threat0.0065115434
Severe Toxicity0.0006914139
Low Tox 0.011812098 Moderate Con 0.496 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
How can they not know if students are compliant, how do they get into Canada? Education pathway is a big money making business for canadian institutions and outside education recruiting agents
How can they not know if students are compliant, how do they get into Canada? Education pathway is a big money making business for canadian institutions and outside education recruiting agents
Identity Attack0.003866276
Insult0.008329881
Profanity0.009468361
Threat0.005948403
Severe Toxicity0.0005030632
Low Tox 0.011749268 Low Con 0.265 Policy_Critique
Nov 14, 2025 IRCC Names India in Study …
Did you know conservatives won the popular vote last two elections but the House of Commons said “nah”
Did you know conservatives won the popular vote last two elections but the House of Commons said “nah”
Identity Attack0.0026453468
Insult0.007892879
Profanity0.010587076
Threat0.006194372
Severe Toxicity0.0004887581
Low Tox 0.011686437 Low Con 0.274 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Identity Attack0.002090379
Insult0.007987879
Profanity0.010245483
Threat0.0059969495
Severe Toxicity0.0005364418
Low Tox 0.011120965 Constructive 0.574 Question
Jan 11, 2026 14 likes Canada’s new rules in 2026
Every Province should do the same except we know Quebec gets special treatment.
Every Province should do the same except we know Quebec gets special treatment.
Identity Attack0.0038292783
Insult0.007873878
Profanity0.009357343
Threat0.006084333
Severe Toxicity0.00044345856
Low Tox 0.0109324735 Low Con 0.258 Policy_Critique
Nov 23, 2025 Quebec Ends Economic Immigration Program …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe removing the wage subsidies? Is canada even in a financial position to be subsidizing wages? I don’t know if that would help….. just a thought.
Identity Attack0.003644289
Insult0.0075698765
Profanity0.009109689
Threat0.006149062
Severe Toxicity0.000538826
Low Tox 0.010555492 Moderate Con 0.427 Question
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
how do they know if you are low income before you file your taxes?
how do they know if you are low income before you file your taxes?
Identity Attack0.0015631594
Insult0.007949878
Profanity0.009869732
Threat0.0059678215
Severe Toxicity0.000500679
Low Tox 0.0103670005 Low Con 0.252
Jan 5, 2026 New rules, regulations take effect …
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 …
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 …
Canadian colleges and universities international student department would have the records of all students who were processed through that institution-but did not show up for the studies just showed up inside of Canada. I don’t …
Canadian colleges and universities international student department would have the records of all students who were processed through that institution-but did not show up for the studies just showed up inside of Canada. I don’t know why our system doesn’t catch these student visa access to country, but don’t show up for the study…?
Identity Attack0.0036627878
Insult0.0072468747
Profanity0.009408582
Threat0.0058739646
Severe Toxicity0.00045776367
Low Tox 0.008921904 Constructive 0.529 Policy_Critique
Nov 22, 2025 1 likes IRCC Names India in Study …
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
Identity Attack0.0023493639
Insult0.006952373
Profanity0.011167783
Threat0.006440342
Severe Toxicity0.000603199
Low Tox 0.008921904 Constructive 0.668 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Please give us the factual data on how many paid back the money. We would like to know that.
Please give us the factual data on how many paid back the money. We would like to know that.
Identity Attack0.0011469335
Insult0.0068098716
Profanity0.009442741
Threat0.0061814263
Severe Toxicity0.00041484833
Low Tox 0.008796243 Moderate Con 0.356
Nov 21, 2020 How much do refugees and …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 likes Canadian Citizenship Test 2025 – …
I don't know one American that wants any Canadian visitors.
I don't know one American that wants any Canadian visitors.
Identity Attack0.005886563
Insult0.0007848293
Profanity0.000035329995
Threat0.00010748487
Severe Toxicity0.0000031174725
Low Tox 0.005527513
Dec 10, 2025
You don’t even know what you talking about
You don’t even know what you talking about
Identity Attack0.00010716649
Insult0.0018532146
Profanity0.000048046117
Threat0.000038576105
Severe Toxicity0.0000020008054
Low Tox 0.0025595655
Apr 14, 2025 2 likes
Trump will continue to make it more difficult for Canadians to enter the country until he has the border dissolved completely. you know where he's going with this
Trump will continue to make it more difficult for Canadians to enter the country until he has the border dissolved completely. you know where he's going with this
Identity Attack0.0002953933
Insult0.00053133286
Profanity0.000026579135
Threat0.00005437449
Severe Toxicity0.0000020016644
Low Tox 0.0016167877 Fear_Threat
Dec 9, 2025
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
Identity Attack0.00016571755
Insult0.0004641115
Profanity0.000036747424
Threat0.000099303084
Severe Toxicity0.000003927708
Low Tox 0.0014281132 Personal_Narrative
Dec 8, 2025 13 likes
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war …
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war we have going on with your country. We are 12x your size and you folks really need to wake up and realize that.
Identity Attack0.0001824266
Insult0.0005665862
Profanity0.000031188018
Threat0.000038105616
Severe Toxicity0.0000020557559
Low Tox 0.001267438 Identity_Assertion
Dec 7, 2025 12 likes
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being …
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being said, I myself am third generation, which most of the boomer era are.
Identity Attack0.001128831
Insult0.00022569054
Profanity0.000011517464
Threat0.000057447116
Severe Toxicity0.000002742919
Low Tox 0.0012150384 Identity_Assertion
Apr 16, 2025 3 likes
Yeah, Americans know what is flowing in from the border and should have strict rules. Canada has open borders.
Yeah, Americans know what is flowing in from the border and should have strict rules. Canada has open borders.
Identity Attack0.00035951016
Insult0.00021751392
Profanity0.0000218104
Threat0.000040304807
Severe Toxicity0.0000024835338
Low Tox 0.00083697226
Dec 7, 2025 4 likes
Also Americans: tourism is way down and no one knows why!😂
Also Americans: tourism is way down and no one knows why!😂
Identity Attack0.00019830387
Insult0.00020439501
Profanity0.000024453975
Threat0.000027566957
Severe Toxicity0.0000020211842
Low Tox 0.000657784 Humor_Satire
Dec 9, 2025

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.