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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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Active: "Carney's for you😊" 340 comments · Page 10 of 14
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Identity Attack0.051126
Insult0.05086332
Profanity0.011936366
Threat0.0071070488
Severe Toxicity0.0023174286
Low Tox 0.113263406 Low Con 0.175 Unverified_Claim
Jan 20, 2026 Canada’s new rules in 2026
Middle class saves $420 LOOOOOOOOOOL wow thanks Carney!
Middle class saves $420 LOOOOOOOOOOL wow thanks Carney!
Identity Attack0.013043936
Insult0.039444692
Profanity0.029050145
Threat0.0067963502
Severe Toxicity0.0034332275
Low Tox 0.11305673 Low Con 0.251 Humor_Satire
Jan 21, 2026 Canada’s new rules in 2026
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards …
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards Canadians. A force willing to do whatever is asked of them, no moral affinity with Canadians whatsoever. Makes you wonder why they are choosing this path. Draw your own conclusions.
Identity Attack0.024801146
Insult0.06285016
Profanity0.013678487
Threat0.006763986
Severe Toxicity0.001783371
Low Tox 0.11305673 Moderate Con 0.386 Fear_Threat
Feb 27, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Trump needs to realize this is a national security issue and arrest Carney.
Trump needs to realize this is a national security issue and arrest Carney.
Identity Attack0.005512681
Insult0.027605021
Profanity0.012517073
Threat0.06820184
Severe Toxicity0.002670288
Low Tox 0.11212669 Low Con 0.08 Fear_Threat
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
Identity Attack0.06294931
Insult0.035774168
Profanity0.012107162
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.11202335 Low Con 0.218
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Identity Attack0.052035484
Insult0.028061481
Profanity0.012687869
Threat0.011586283
Severe Toxicity0.0031089783
Low Tox 0.11140333 Low Con 0.283
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Booo to Carney. We need the conservatives in
Booo to Carney. We need the conservatives in
Identity Attack0.009693438
Insult0.032799274
Profanity0.070942834
Threat0.013217449
Severe Toxicity0.0042533875
Low Tox 0.1100022 Moderate Con 0.309
Jan 2, 2026 17 likes New rules, regulations take effect …
Trump needs to do the same to carney. Canada has fallen.
Trump needs to do the same to carney. Canada has fallen.
Identity Attack0.023193322
Insult0.046764325
Profanity0.0137468055
Threat0.00789674
Severe Toxicity0.0019931793
Low Tox 0.1100022 Low Con 0.139
Jan 5, 2026 New rules, regulations take effect …
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Identity Attack0.012240025
Insult0.04442204
Profanity0.017231047
Threat0.007314181
Severe Toxicity0.001745224
Low Tox 0.10913446 Low Con 0.175 Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
And they hate Trump ? He’s cleaning up ….Carney should follow suit….look at what’s happening….need I say it’s not only in BC ?
And they hate Trump ? He’s cleaning up ….Carney should follow suit….look at what’s happening….need I say it’s not only in BC ?
Identity Attack0.008583503
Insult0.03827355
Profanity0.0147374235
Threat0.008013252
Severe Toxicity0.0022220612
Low Tox 0.10913446 Moderate Con 0.382 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
Identity Attack0.0034592997
Insult0.053791173
Profanity0.01620627
Threat0.0071847234
Severe Toxicity0.0017356873
Low Tox 0.10826672 Moderate Con 0.312 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Identity Attack0.015053716
Insult0.039737478
Profanity0.019485557
Threat0.007340072
Severe Toxicity0.002784729
Low Tox 0.10783285 Low Con 0.233 Humor_Satire
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Trump, come get Carney !!!!
Trump, come get Carney !!!!
Identity Attack0.0051427023
Insult0.033019636
Profanity0.019963788
Threat0.013579931
Severe Toxicity0.0035476685
Low Tox 0.10783285 Low Con 0.147 Call_To_Action
Jan 4, 2026 New rules, regulations take effect …
Have a Sad New Year 2026, Mark Carney and the Liberals!
Have a Sad New Year 2026, Mark Carney and the Liberals!
Identity Attack0.016259583
Insult0.03885912
Profanity0.011526455
Threat0.009048914
Severe Toxicity0.0025367737
Low Tox 0.104795754 Low Con 0.262
Jan 3, 2026 4 likes New rules, regulations take effect …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Maybe the americans will come in capture carney
Maybe the americans will come in capture carney
Identity Attack0.043581683
Insult0.023093075
Profanity0.025634222
Threat0.01698343
Severe Toxicity0.0041007996
Low Tox 0.103494145 Low Con 0.161
Jan 5, 2026 New rules, regulations take effect …
There is thousands to deport including Carney.
There is thousands to deport including Carney.
Identity Attack0.023193322
Insult0.026444806
Profanity0.011936366
Threat0.010343489
Severe Toxicity0.0021648407
Low Tox 0.103060275 Low Con 0.242 Call_To_Action
Feb 18, 2026 25 likes Canadian immigration officers investigating hundreds …
Its all virtue signaling it wont make a dent on a mass immigration carney is not doing a thing for canadians but ukraine
Its all virtue signaling it wont make a dent on a mass immigration carney is not doing a thing for canadians but ukraine
Identity Attack0.04822223
Insult0.02567133
Profanity0.013336895
Threat0.008919456
Severe Toxicity0.0024223328
Low Tox 0.09828771 Low Con 0.212
Jan 3, 2026 1 likes New rules, regulations take effect …
WE SHOULD ALL GO LIVE AT CARNEYS HOUSE HE CAN PAY ALL COST
WE SHOULD ALL GO LIVE AT CARNEYS HOUSE HE CAN PAY ALL COST
Identity Attack0.0065486208
Insult0.02051482
Profanity0.020988565
Threat0.010964886
Severe Toxicity0.0039863586
Low Tox 0.09741997 Low Con 0.202 Humor_Satire
Jan 4, 2026 New rules, regulations take effect …
When are Canadian people gonna hold our government responsible for this? Trudope and carney
When are Canadian people gonna hold our government responsible for this? Trudope and carney
Identity Attack0.029144434
Insult0.032909457
Profanity0.01354185
Threat0.00713294
Severe Toxicity0.001964569
Low Tox 0.09481675 Low Con 0.221 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Immigration is being reduced by Carney. We’re all good
Immigration is being reduced by Carney. We’re all good
Identity Attack0.0440973
Insult0.020063626
Profanity0.013883443
Threat0.009437286
Severe Toxicity0.0025367737
Low Tox 0.09351514 Moderate Con 0.414 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Carney; Who cares? 😮😂😅😊
Carney; Who cares? 😮😂😅😊
Identity Attack0.0026638457
Insult0.030265106
Profanity0.034397304
Threat0.006375613
Severe Toxicity0.0022029877
Low Tox 0.09308127 Moderate Con 0.328 Humor_Satire
Feb 18, 2026 9 likes Canadian immigration officers investigating hundreds …
The intentional destruction a controlled decline began with Trudeau continues with Carney
The intentional destruction a controlled decline began with Trudeau continues with Carney
Identity Attack0.0037737815
Insult0.035553806
Profanity0.0108774295
Threat0.009618527
Severe Toxicity0.00166893
Low Tox 0.09308127 Low Con 0.131 Unverified_Claim
Feb 17, 2026 197 likes LILLEY UNLEASHED: The fall of …

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.