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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: "And the liberals will do …" 1,410 comments · Page 48 of 57
Everything the Liberals touched over the last 10 years is now broken. Carney is a Century 100 advocate so I can’t see him fixing anything.
Everything the Liberals touched over the last 10 years is now broken. Carney is a Century 100 advocate so I can’t see him fixing anything.
Identity Attack0.009027477
Insult0.030265106
Profanity0.012277958
Threat0.006861079
Severe Toxicity0.0011730194
Low Tox 0.061444655 Moderate Con 0.34 Policy_Critique
Feb 17, 2026 17 likes LILLEY UNLEASHED: The fall of …
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
Identity Attack0.0073995716
Insult0.029163294
Profanity0.015591404
Threat0.006530962
Severe Toxicity0.0012588501
Low Tox 0.061444655 Low Con 0.267 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
All these complains and yet , they still voted Liberals .
All these complains and yet , they still voted Liberals .
Identity Attack0.020178653
Insult0.024768941
Profanity0.011936366
Threat0.0066798385
Severe Toxicity0.0014305115
Low Tox 0.06104896 Low Con 0.282 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Correction; how Turdeau and the Liberals broke Canadas immigration system.
Correction; how Turdeau and the Liberals broke Canadas immigration system.
Identity Attack0.017264472
Insult0.024897853
Profanity0.010535837
Threat0.0069646453
Severe Toxicity0.0013160706
Low Tox 0.06065326 Low Con 0.176
Jul 25, 2025 2 likes How Canada broke its immigration …
Liberals adding more foreign voters.
Liberals adding more foreign voters.
Identity Attack0.035847444
Insult0.019419061
Profanity0.013473531
Threat0.0071070488
Severe Toxicity0.0016880035
Low Tox 0.06025757 Low Con 0.177 Unverified_Claim
Jan 14, 2026 Canada’s new rules in 2026
Bought and paid for votes; a favourite Liberal strategy.
Bought and paid for votes; a favourite Liberal strategy.
Identity Attack0.0065486208
Insult0.028942931
Profanity0.011116544
Threat0.00704232
Severe Toxicity0.001168251
Low Tox 0.059974585 Low Con 0.135 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Let's be honest it was liberals tool for votes
Let's be honest it was liberals tool for votes
Identity Attack0.017264472
Insult0.026831545
Profanity0.015079016
Threat0.006912862
Severe Toxicity0.0014591217
Low Tox 0.059727192 Low Con 0.162 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Thank a Liberal today!!! Ankles up!!!!
Thank a Liberal today!!! Ankles up!!!!
Identity Attack0.016259583
Insult0.025284592
Profanity0.014225035
Threat0.008738215
Severe Toxicity0.0021457672
Low Tox 0.059727192 Moderate Con 0.384
Jan 3, 2026 New rules, regulations take effect …
I believe that the Liberal Govt. has always used immigration as a means of retaining power. They allow millions of immigrants to enter the country and once they are able to vote they vote Liberal.
I believe that the Liberal Govt. has always used immigration as a means of retaining power. They allow millions of immigrants to enter the country and once they are able to vote they vote Liberal.
Identity Attack0.0376521
Insult0.017807651
Profanity0.011611853
Threat0.0068869707
Severe Toxicity0.0015354156
Low Tox 0.059232414 Constructive 0.547
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
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 …
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 …
"Lack of a national strategy". This describes everything the Liberal government does.
"Lack of a national strategy". This describes everything the Liberal government does.
Identity Attack0.010137413
Insult0.027347196
Profanity0.010604155
Threat0.0063885585
Severe Toxicity0.0012588501
Low Tox 0.05824285 Low Con 0.295 Policy_Critique
Jan 19, 2026 37 likes Why Canada’s immigration system has …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems will start to fail and we’ll all be worse off unless, of course, we raise taxes or borrow more. How liberal is that!
Identity Attack0.012139536
Insult0.0279513
Profanity0.012107162
Threat0.006602164
Severe Toxicity0.0014686584
Low Tox 0.05799546 Moderate Con 0.461 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other but working for one master which is the New World Order.
Identity Attack0.02138452
Insult0.02373764
Profanity0.010467518
Threat0.0066086366
Severe Toxicity0.0012874603
Low Tox 0.057748068 Constructive 0.511 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
Liberals are doing a great job just look at how much they have spent. That's the metric that the liberals think matters.
Liberals are doing a great job just look at how much they have spent. That's the metric that the liberals think matters.
Identity Attack0.021585498
Insult0.025542418
Profanity0.012073003
Threat0.0061878995
Severe Toxicity0.001115799
Low Tox 0.057748068 Low Con 0.273 Humor_Satire
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Yeah well, it never should have been like this to begin with! This cost should be covered by liberals since it's their policies costing us!
Yeah well, it never should have been like this to begin with! This cost should be covered by liberals since it's their policies costing us!
Identity Attack0.012943448
Insult0.024897853
Profanity0.01220964
Threat0.006809296
Severe Toxicity0.0012397766
Low Tox 0.05725329 Low Con 0.285
Dec 26, 2025 Deportations From Canada at Their …
Why do you say it's broken? It's just the way the liberals want it on purpose. The very same reason why the democrats in the states are doing, and defending it at all costs. Votes, …
Why do you say it's broken? It's just the way the liberals want it on purpose. The very same reason why the democrats in the states are doing, and defending it at all costs. Votes, and gerrymandering.
Identity Attack0.010655383
Insult0.025800243
Profanity0.013371054
Threat0.0068999166
Severe Toxicity0.001206398
Low Tox 0.055274166 Moderate Con 0.392 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
Identity Attack0.02439919
Insult0.023995465
Profanity0.010587076
Threat0.0062914654
Severe Toxicity0.0013637543
Low Tox 0.055026773 Low Con 0.191 Policy_Critique
Feb 25, 2026 Canadian immigration officers investigating hundreds …
If you look in on CBC or CTV news, what are they talking about ? Poilievre's leadership. They hold the Liberals to account exactly never.
If you look in on CBC or CTV news, what are they talking about ? Poilievre's leadership. They hold the Liberals to account exactly never.
Identity Attack0.009101473
Insult0.026315894
Profanity0.012141321
Threat0.006427396
Severe Toxicity0.0010061264
Low Tox 0.054779384 Moderate Con 0.4 Policy_Critique
Feb 26, 2026 18 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …
Common sense. Liberals just step aside and take your resume with your last pay check for a permanent vacation.
Common sense. Liberals just step aside and take your resume with your last pay check for a permanent vacation.
Identity Attack0.010211408
Insult0.025929155
Profanity0.011594773
Threat0.006602164
Severe Toxicity0.0010919571
Low Tox 0.05354243 Low Con 0.146 Policy_Critique
Feb 24, 2026 3 likes 'We do know that there's …
------> everyone that didn't vote liberal
------> everyone that didn't vote liberal
Identity Attack0.019676208
Insult0.018065477
Profanity0.011936366
Threat0.0067186756
Severe Toxicity0.0016021729
Low Tox 0.05354243 Low Con 0.234 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
this is on the whole government. and their liberal way of doing things. when are you going to start talking about all the money going to ukrainie. and how carney is funneling money to them …
this is on the whole government. and their liberal way of doing things. when are you going to start talking about all the money going to ukrainie. and how carney is funneling money to them when brookfield is there with their nuclear plants they want to protect!!
Identity Attack0.009249465
Insult0.02212623
Profanity0.013268576
Threat0.0076119336
Severe Toxicity0.0015640259
Low Tox 0.05354243 Moderate Con 0.319 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is too Liberal not conservative enough.
Canada is too Liberal not conservative enough.
Identity Attack0.027614836
Insult0.023093075
Profanity0.011406898
Threat0.0064468146
Severe Toxicity0.0014972687
Low Tox 0.05280026 Low Con 0.213
Aug 26, 2025 Why Canadians Are Turning Against …
90% of them are from a particular state in India and people from this state are very close to liberals heart. I hope you all understand what I mean
90% of them are from a particular state in India and people from this state are very close to liberals heart. I hope you all understand what I mean
Identity Attack0.034816213
Insult0.018581128
Profanity0.016103793
Threat0.00675104
Severe Toxicity0.0016021729
Low Tox 0.05280026 Constructive 0.517 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …

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.