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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: "Carney's for you😊" 340 comments · Page 11 of 14
BRAIN LOOK IN DETROIT NEWS ABOUT CHINA BUYING A AUTO PLANT IN MEXICO. GOOD ARTICLE EXPLAINING WHATS IS HAPPENING WITH CUSMA NON NEGIATIONS FROM CARNEY.
BRAIN LOOK IN DETROIT NEWS ABOUT CHINA BUYING A AUTO PLANT IN MEXICO. GOOD ARTICLE EXPLAINING WHATS IS HAPPENING WITH CUSMA NON NEGIATIONS FROM CARNEY.
Identity Attack0.009767435
Insult0.036545437
Profanity0.013644327
Threat0.006207318
Severe Toxicity0.001449585
Low Tox 0.0926474 Low Con 0.284 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Carney doesn't care about imagination, and therefore, he doesn't care who the minister is or what kind of job she does
Carney doesn't care about imagination, and therefore, he doesn't care who the minister is or what kind of job she does
Identity Attack0.0032373124
Insult0.036214896
Profanity0.01620627
Threat0.005890147
Severe Toxicity0.0010061264
Low Tox 0.091913216 Low Con 0.229 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Carney and multinational still need cheap labour immagration makes them richer.
Carney and multinational still need cheap labour immagration makes them richer.
Identity Attack0.022188433
Insult0.0279513
Profanity0.012995303
Threat0.006912862
Severe Toxicity0.0015354156
Low Tox 0.08953904 Low Con 0.246
Jan 3, 2026 1 likes New rules, regulations take effect …
Now they are fed up when at least half the country voted, them in for voting in Mark carney
Now they are fed up when at least half the country voted, them in for voting in Mark carney
Identity Attack0.0055496786
Insult0.03257891
Profanity0.019348921
Threat0.0072106146
Severe Toxicity0.0016117096
Low Tox 0.08716487 Low Con 0.263
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Elbows up and now blarney Carney is continuing the decimation of Canada and Canada is in the penalty box for elbowing.
Elbows up and now blarney Carney is continuing the decimation of Canada and Canada is in the penalty box for elbowing.
Identity Attack0.01766643
Insult0.029934563
Profanity0.01261955
Threat0.010938995
Severe Toxicity0.002002716
Low Tox 0.085582085 Low Con 0.285
Jan 4, 2026 New rules, regulations take effect …
Carney words... "WHO CARES" filling Carney's bank account is more important.
Carney words... "WHO CARES" filling Carney's bank account is more important.
Identity Attack0.0016649036
Insult0.032689095
Profanity0.02385794
Threat0.0061878995
Severe Toxicity0.0016307831
Low Tox 0.083999306 Low Con 0.14 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
Enough of immigration. Mark Carney, if you follow JUSTIN, you will land in bigger trouble. The CAVEAT is clear.
Enough of immigration. Mark Carney, if you follow JUSTIN, you will land in bigger trouble. The CAVEAT is clear.
Identity Attack0.006612044
Insult0.015449881
Profanity0.00016659178
Threat0.006759316
Severe Toxicity0.000010053968
Low Tox 0.082586564
Apr 23, 2025
4400 immigrants come in everyday, but Carney building only 4000 total for a cost of 3.25 million for each shipping container modular home linked to Brookfield of course. BTW you don't own it, the government …
4400 immigrants come in everyday, but Carney building only 4000 total for a cost of 3.25 million for each shipping container modular home linked to Brookfield of course. BTW you don't own it, the government does. Pure communism.
Identity Attack0.031722516
Insult0.023479814
Profanity0.010689554
Threat0.006207318
Severe Toxicity0.001335144
Low Tox 0.08004235 Moderate Con 0.471
Nov 21, 2025 9 likes Thousands of refugees allowed into …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of here we were literally 8k votes off in close ridings to win a conservative minority with how the polls are 41% conservative vs 39% lieberals that would be 172 seats for the conservative just barely a majority and carney is falling just as fast as trudope.
Identity Attack0.0076215584
Insult0.033901088
Profanity0.017367685
Threat0.006815769
Severe Toxicity0.0015544891
Low Tox 0.07845957 Constructive 0.525
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This is fall of Canada under Carney Trudeau liberals
This is fall of Canada under Carney Trudeau liberals
Identity Attack0.01857083
Insult0.032138187
Profanity0.011526455
Threat0.006602164
Severe Toxicity0.0015640259
Low Tox 0.07845957 Low Con 0.157 Policy_Critique
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
Gary Anandasangaree does not know his file either. Carney does not care. There are too many liberal ministers that do not know their files!!!!
Gary Anandasangaree does not know his file either. Carney does not care. There are too many liberal ministers that do not know their files!!!!
Identity Attack0.005771666
Insult0.034451995
Profanity0.013780965
Threat0.0063367756
Severe Toxicity0.0010871887
Low Tox 0.077668175 Low Con 0.14 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks Carney. You have done nothing
Thanks Carney. You have done nothing
Identity Attack0.002210622
Insult0.031807642
Profanity0.013576009
Threat0.0062396824
Severe Toxicity0.0011825562
Low Tox 0.075294 Moderate Con 0.373
Jan 15, 2026 Canada’s new rules in 2026
Carney is making Canada economy weak and unemployment rate will be shooting up this year. Hold tight.
Carney is making Canada economy weak and unemployment rate will be shooting up this year. Hold tight.
Identity Attack0.0052906936
Insult0.028832749
Profanity0.011594773
Threat0.009799767
Severe Toxicity0.0014877319
Low Tox 0.07054565 Low Con 0.192
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Trudeau and Carney sold out Canada and North America
Trudeau and Carney sold out Canada and North America
Identity Attack0.010655383
Insult0.027841117
Profanity0.011782649
Threat0.0072365063
Severe Toxicity0.0016021729
Low Tox 0.069754265 Low Con 0.26
Jan 27, 2026 302 likes Inside Canada's Indian Invasion...
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
Identity Attack0.039714564
Insult0.021803947
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0014686584
Low Tox 0.0665887 Moderate Con 0.493 Policy_Critique
Feb 26, 2026 15 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Identity Attack0.037136484
Insult0.021546122
Profanity0.010330882
Threat0.006925808
Severe Toxicity0.0014591217
Low Tox 0.06263174 Moderate Con 0.417 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Too late now. The collateral damage has been done, courtesy of the Trudeau govt, continued by Carney.
Too late now. The collateral damage has been done, courtesy of the Trudeau govt, continued by Carney.
Identity Attack0.0037367835
Insult0.030265106
Profanity0.010160086
Threat0.00814271
Severe Toxicity0.001411438
Low Tox 0.06263174 Low Con 0.202
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
Because of who?? Trudeau and Carney!!! Liberal. And yet people voted fot this....
Because of who?? Trudeau and Carney!!! Liberal. And yet people voted fot this....
Identity Attack0.00880549
Insult0.029493837
Profanity0.011936366
Threat0.0063885585
Severe Toxicity0.0013923645
Low Tox 0.061444655 Low Con 0.245
Aug 26, 2025 6 likes Why Canadians Are Turning Against …
Canada has NEVER voted for Carney, he was placed! He’s not the decision maker, he is being managed…by globalists!
Canada has NEVER voted for Carney, he was placed! He’s not the decision maker, he is being managed…by globalists!
Identity Attack0.011617327
Insult0.028722567
Profanity0.011099464
Threat0.006589218
Severe Toxicity0.0012874603
Low Tox 0.06104896 Low Con 0.216
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million temporary residents will see their status expire, many at risk of slipping into illegality. This failure of policy has already fueled a growing underground economy across the country. Deporting just 20,000 people a year is a drop in the bucket. *The only credible response* from the Carney government demands decisive action—raising *deportation* numbers to well over 100,000 annually to restore integrity to the system.
Identity Attack0.014852738
Insult0.025284592
Profanity0.013780965
Threat0.007197669
Severe Toxicity0.0015354156
Low Tox 0.056263726 Moderate Con 0.437 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
Identity Attack0.0032558115
Insult0.019354604
Profanity0.013849284
Threat0.009463178
Severe Toxicity0.0018024445
Low Tox 0.054037213 Low Con 0.154 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
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 …
Talk is cheap. IRCC claiming to have slowed the intake means nothing...Stats Can numbers will tell the story at the end of 2026. Not surprising that Carney is cutting 850 jobs from stats can. lol
Talk is cheap. IRCC claiming to have slowed the intake means nothing...Stats Can numbers will tell the story at the end of 2026. Not surprising that Carney is cutting 850 jobs from stats can. lol
Identity Attack0.002210622
Insult0.026831545
Profanity0.014600786
Threat0.006543908
Severe Toxicity0.0010824203
Low Tox 0.05304765 Moderate Con 0.318
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …

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.