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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: "They do this to every …" 827 comments · Page 33 of 34
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Identity Attack0.0027748393
Insult0.008918885
Profanity0.009767254
Threat0.006265574
Severe Toxicity0.0005698204
Low Tox 0.014953613 Moderate Con 0.498 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
It’s like this in every Canadian city now
It’s like this in every Canadian city now
Identity Attack0.0055866763
Insult0.007930879
Profanity0.010945748
Threat0.0069516995
Severe Toxicity0.0010347366
Low Tox 0.014576632 Low Con 0.287
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
C9me check out every fast food establishment in moose jaw saskatchewan
C9me check out every fast food establishment in moose jaw saskatchewan
Identity Attack0.0035147965
Insult0.008956885
Profanity0.010809111
Threat0.006220264
Severe Toxicity0.00068187714
Low Tox 0.014011159 Low Con 0.211 Advertisement_Spam
Jan 29, 2026 Inside Canada's Indian Invasion...
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Identity Attack0.004439743
Insult0.0084818825
Profanity0.010501678
Threat0.0062137907
Severe Toxicity0.0006866455
Low Tox 0.0131943645 Moderate Con 0.405 Advertisement_Spam
Jun 20, 2025 How Canada broke its immigration …
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
Identity Attack0.0015169121
Insult0.008025879
Profanity0.01041628
Threat0.0060908063
Severe Toxicity0.00061511993
Low Tox 0.012000589 Moderate Con 0.367
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Have you tried every Tim Horton’s in Canada?
Have you tried every Tim Horton’s in Canada?
Identity Attack0.003644289
Insult0.007797878
Profanity0.010143006
Threat0.0062914654
Severe Toxicity0.0006246567
Low Tox 0.010618322 Moderate Con 0.332 Humor_Satire
Oct 15, 2025 IRCC Names India in Study …
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
Identity Attack0.0027933381
Insult0.007341875
Profanity0.0113385795
Threat0.0068869707
Severe Toxicity0.0008249283
Low Tox 0.01005285 Constructive 0.605
Oct 24, 2025 1 likes Canadian Citizenship Test 2025 – …
I hope the do more. I visit Canada about every month and I can see Canada is changing. I love the old Canada culture. People are friendly.
I hope the do more. I visit Canada about every month and I can see Canada is changing. I love the old Canada culture. People are friendly.
Identity Attack0.0047727237
Insult0.007132874
Profanity0.010535837
Threat0.0066086366
Severe Toxicity0.00071048737
Low Tox 0.009110395 Constructive 0.617 Personal_Narrative
Feb 22, 2026 Deportations From Canada at Their …
At least Quebec is protecting their province and population, every province should follow
At least Quebec is protecting their province and population, every province should follow
Identity Attack0.003089321
Insult0.006999873
Profanity0.0093915025
Threat0.0062849927
Severe Toxicity0.00054836273
Low Tox 0.008670582 Moderate Con 0.368
Nov 21, 2025 339 likes Quebec Ends Economic Immigration Program …
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 …
It's not just Tim Hortons. It's every industry in Canada.
It's not just Tim Hortons. It's every industry in Canada.
Identity Attack0.0026083488
Insult0.0069713728
Profanity0.009587918
Threat0.0059678215
Severe Toxicity0.00048398972
Low Tox 0.0074139764 Moderate Con 0.34 Economic_Argument
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
Identity Attack0.0015261616
Insult0.0066958712
Profanity0.009289024
Threat0.0060325502
Severe Toxicity0.0003862381
Low Tox 0.0068799187 Low Con 0.274 Call_To_Action
Jan 4, 2026 23 likes New rules, regulations take effect …
Every improvement and benefit and tax reduction helps! Thank you Canada!
Every improvement and benefit and tax reduction helps! Thank you Canada!
Identity Attack0.0027008436
Insult0.0067338715
Profanity0.008964512
Threat0.006003422
Severe Toxicity0.0005340576
Low Tox 0.0066285976 Constructive 0.534
Jan 12, 2026 Canada’s new rules in 2026
Captain Palpatine finding every way possible to bankrupt the United States
Captain Palpatine finding every way possible to bankrupt the United States
Identity Attack0.00027195358
Insult0.0013791877
Profanity0.000055101045
Threat0.0002946398
Severe Toxicity0.000003059765
Low Tox 0.004010992
Dec 10, 2025
This world is never be the same every where you go not just the USA.
This world is never be the same every where you go not just the USA.
Identity Attack0.00043323298
Insult0.0007989344
Profanity0.00003867091
Threat0.000058769103
Severe Toxicity0.0000022060215
Low Tox 0.0022614724
Dec 7, 2025
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Identity Attack0.0016115292
Insult0.00043137398
Profanity0.000034192366
Threat0.000101398095
Severe Toxicity0.0000031271707
Low Tox 0.0022595462
Dec 9, 2025
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, …
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, and you who will own nothing and be happy listing to Yoko Ono and John Lennon sing hippy songs to you.
Identity Attack0.00013972305
Insult0.0013130872
Profanity0.000056494053
Threat0.000030143
Severe Toxicity0.0000020706232
Low Tox 0.0021753937
Apr 28, 2025
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do …
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do it.
Identity Attack0.0005643715
Insult0.00059326214
Profanity0.000052429514
Threat0.000051472347
Severe Toxicity0.0000025432173
Low Tox 0.0021074854
Apr 20, 2025
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year …
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year old and it gets easier every day
Identity Attack0.0011316916
Insult0.00044865208
Profanity0.000037697006
Threat0.00007197905
Severe Toxicity0.000002872
Low Tox 0.0019692604
Dec 8, 2025
lol as in every country!
lol as in every country!
Identity Attack0.00046010411
Insult0.00047614038
Profanity0.00008213552
Threat0.000044065557
Severe Toxicity0.0000028412867
Low Tox 0.0017715117 Comparative_Framing
Dec 10, 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
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and …
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and in a complete mess. Every country must fix their own citizens or country problems first before bringing in foreigners to make it worse. Sorry-the liberal government failed with its policies for the last 9 years how can we trust them now?😨
Identity Attack0.000080583275
Insult0.00046100013
Profanity0.000023650031
Threat0.000024857662
Severe Toxicity0.0000017907762
Low Tox 0.0010544771 Unverified_Claim
Apr 18, 2025 1 likes
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes

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.