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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 904 of 1230
I'm coming to canandia next month, wish me luckurry 💀
I'm coming to canandia next month, wish me luckurry 💀
Identity Attack0.007029593
Insult0.016784932
Profanity0.056441884
Threat0.009307829
Severe Toxicity0.0036239624
Low Tox 0.05898502 Moderate Con 0.483 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The British shouldn't have violated the Treaty of Amritsar and attacked the Sikhs in the first Anglo-Sikh War and then upon leaving the subcontinent didn't return governance to the Sikhs and for this reason Sikhs …
The British shouldn't have violated the Treaty of Amritsar and attacked the Sikhs in the first Anglo-Sikh War and then upon leaving the subcontinent didn't return governance to the Sikhs and for this reason Sikhs were forced to immigrate to the UK and Canada.
Identity Attack0.057037655
Insult0.015416925
Profanity0.014327513
Threat0.010602405
Severe Toxicity0.0021648407
Low Tox 0.05898502 Constructive 0.52
Sep 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Why oh why oh why do all these witnesses come before the committee…UNPREPARED?????? This is so tiring.
Why oh why oh why do all these witnesses come before the committee…UNPREPARED?????? This is so tiring.
Identity Attack0.0022661188
Insult0.024124376
Profanity0.012585391
Threat0.007521313
Severe Toxicity0.0014305115
Low Tox 0.05898502 Low Con 0.222 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
Canada needs more people. It is still very empty.
Canada needs more people. It is still very empty.
Identity Attack0.022992345
Insult0.024124376
Profanity0.010979908
Threat0.0071588317
Severe Toxicity0.0017738342
Low Tox 0.05898502 Moderate Con 0.369
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
_They should revoke their PALs!_
_They should revoke their PALs!_
Identity Attack0.00899048
Insult0.014808921
Profanity0.021535112
Threat0.012647836
Severe Toxicity0.0022792816
Low Tox 0.05898502 Low Con 0.195 Call_To_Action
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Best this Canada could do is just because an American state
Best this Canada could do is just because an American state
Identity Attack0.045901958
Insult0.017227544
Profanity0.015010698
Threat0.007262398
Severe Toxicity0.0026512146
Low Tox 0.05898502 Low Con 0.122
Jun 19, 2025 1 likes How Canada broke its immigration …
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Identity Attack0.005105704
Insult0.0279513
Profanity0.014293353
Threat0.006815769
Severe Toxicity0.0013256073
Low Tox 0.05898502 Low Con 0.203 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Why doesnt Vassey understand. I have to pay for glasses, physio, medications but asylum seekers get it all free. Its so basic.
Why doesnt Vassey understand. I have to pay for glasses, physio, medications but asylum seekers get it all free. Its so basic.
Identity Attack0.013445892
Insult0.024124376
Profanity0.010672474
Threat0.0063497215
Severe Toxicity0.0011444092
Low Tox 0.05898502 Constructive 0.603 Economic_Argument
Feb 24, 2026 33 likes 'We do know that there's …
Bro background music 😂😂
Bro background music 😂😂
Identity Attack0.007843546
Insult0.015340924
Profanity0.035399333
Threat0.0104988385
Severe Toxicity0.004711151
Low Tox 0.058737632 Moderate Con 0.397 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Please tell me we are getting part 2, it was getting juicy. I commented Tyler for his bravery though,
Please tell me we are getting part 2, it was getting juicy. I commented Tyler for his bravery though,
Identity Attack0.0037552824
Insult0.023608726
Profanity0.027547138
Threat0.007741391
Severe Toxicity0.0018024445
Low Tox 0.058737632 Constructive 0.506 Meta_Commentary
Feb 4, 2026 Inside Canada's Indian Invasion...
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and some are willfully blind to the consequences. This may be an immigrant country, but it's certainly not sustainable at the rate we're going....
Identity Attack0.033527173
Insult0.022706337
Profanity0.00995513
Threat0.006246155
Severe Toxicity0.001168251
Low Tox 0.058737632 Constructive 0.728 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Stop temporary work visas and International students.
Stop temporary work visas and International students.
Identity Attack0.031206898
Insult0.015948927
Profanity0.010365041
Threat0.008065036
Severe Toxicity0.0015354156
Low Tox 0.058737632 Low Con 0.177
Jan 9, 2026 New rules, regulations take effect …
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
Identity Attack0.013948337
Insult0.02425329
Profanity0.010774951
Threat0.009074804
Severe Toxicity0.0013637543
Low Tox 0.058737632 Moderate Con 0.415 Unverified_Claim
Sep 4, 2025 Why Canadians Are Turning Against …
It is time this country cared about Canadians.
It is time this country cared about Canadians.
Identity Attack0.033784978
Insult0.017807651
Profanity0.015113175
Threat0.006977591
Severe Toxicity0.0018405914
Low Tox 0.058737632 Low Con 0.291
Nov 23, 2025 169 likes Quebec Ends Economic Immigration Program …
Trump's State of the Union address where he said that the primary role of government is to take care of their citizens. This basic role of government needs to be stated/retiterated in the HoC. It …
Trump's State of the Union address where he said that the primary role of government is to take care of their citizens. This basic role of government needs to be stated/retiterated in the HoC. It has become the opposite here. Canadian citizens are being taken for granted by the liberals. Their priority are non citizens.
Identity Attack0.026408968
Insult0.02618698
Profanity0.010057608
Threat0.006168481
Severe Toxicity0.0011348724
Low Tox 0.058737632 Constructive 0.619 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not “abusing the system.” this was the program for people that came here legally and are working. To qualify for the PEQ, they had to be working full time, they pay taxes, they speak the language. They’re fixing our roads, keeping hospitals running, welding, machining, doing the jobs most of us take for granted every single day. The hard truth is that Canadians have stopped having enough children, and we simply don’t have enough young people with the skills to fill these roles. Yes, we absolutely should invest more in education and trade programs for our youth — my employer clients are begging young people to become mechanics, welders, skilled workers, often in the regions. Most don’t take those jobs, and even when they do, training takes two to three years. Our industries need people now, or parts of the economy will stall, and that affects all of us as Quebecers and Canadians. These workers are not asking for charity. They are already on the front lines keeping key sectors alive. Ending programs like the PEQ doesn’t punish “illegals” or “free riders”; it punishes people who are already integrated, working, and contributing to the society we all share. Also, all they are asking is for the new rules to not be applied to them retroactively, only for those coming new into the country, otherwise it is rug pulling those already here that played by the rules, and when the government does it to us we don't like, on principle of fairness, whatever you think of the numbers, too high too low, doesn't matters, it is the least we can all get behind as humans.
Identity Attack0.008583503
Insult0.028281843
Profanity0.01893901
Threat0.007197669
Severe Toxicity0.0017166138
Low Tox 0.058737632 Constructive 0.841 Personal_Narrative
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Of course ctv and cbc only interview the woke side,,,,this is denying us real democracy when they show bias
Of course ctv and cbc only interview the woke side,,,,this is denying us real democracy when they show bias
Identity Attack0.008842488
Insult0.026831545
Profanity0.012141321
Threat0.0063238298
Severe Toxicity0.0010538101
Low Tox 0.058737632 Low Con 0.223 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
420 on a years of taxes 😂😂 That is a real joke !
420 on a years of taxes 😂😂 That is a real joke !
Identity Attack0.0016371552
Insult0.027730936
Profanity0.014600786
Threat0.0060778605
Severe Toxicity0.0011348724
Low Tox 0.058737632 Low Con 0.24 Humor_Satire
Feb 6, 2026 Canada’s new rules in 2026
@8:53 translation, its an idol.
@8:53 translation, its an idol.
Identity Attack0.005364689
Insult0.025284592
Profanity0.021330157
Threat0.007314181
Severe Toxicity0.0014877319
Low Tox 0.058737632 Low Con 0.169 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Oh and here I thought they were all in my suburb in Australia! 😂
Oh and here I thought they were all in my suburb in Australia! 😂
Identity Attack0.035331827
Insult0.017549826
Profanity0.022764845
Threat0.008013252
Severe Toxicity0.0025749207
Low Tox 0.058737632 Moderate Con 0.477 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
They’re in sarnia !
They’re in sarnia !
Identity Attack0.014450782
Insult0.021288296
Profanity0.023106437
Threat0.007832011
Severe Toxicity0.0022506714
Low Tox 0.058737632 Moderate Con 0.309 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
A liberals government created a new realgion. All done with purpose of getting voters...Roxam rd is their favorite street.
A liberals government created a new realgion. All done with purpose of getting voters...Roxam rd is their favorite street.
Identity Attack0.019776696
Insult0.024640027
Profanity0.0138151245
Threat0.0073918556
Severe Toxicity0.0017738342
Low Tox 0.058737632 Low Con 0.207
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
All part of the WEF plan, comrades. The Kalergi plan.
All part of the WEF plan, comrades. The Kalergi plan.
Identity Attack0.014048826
Insult0.018516673
Profanity0.016821137
Threat0.0089712385
Severe Toxicity0.002632141
Low Tox 0.058737632 Low Con 0.173 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
America is trying to fix ours but here comes Canada telling us we are being unfair
America is trying to fix ours but here comes Canada telling us we are being unfair
Identity Attack0.031464707
Insult0.022448512
Profanity0.011970525
Threat0.007029374
Severe Toxicity0.0014400482
Low Tox 0.058737632 Moderate Con 0.311
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
why are they only talking only about foreigner's feelings? Even the description?
why are they only talking only about foreigner's feelings? Even the description?
Identity Attack0.04023018
Insult0.018710041
Profanity0.01265371
Threat0.0063626673
Severe Toxicity0.0013542175
Low Tox 0.058737632 Low Con 0.287 Policy_Critique
Jan 20, 2026 29 likes Why Canada’s immigration system has …

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.