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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

click to expand

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: "Alberta!! Separate!!" 20 comments
All....... ALL of this Nutty CRAP is under THAT Liebral Party. Can you blame Alberta from wanting to separate from Canada/ and the raw insanity from Leftist Ottawa......? How long must we endure this foolishness...? …
All....... ALL of this Nutty CRAP is under THAT Liebral Party. Can you blame Alberta from wanting to separate from Canada/ and the raw insanity from Leftist Ottawa......? How long must we endure this foolishness...? And will Canada be Dumb Enough to vote Liebral again, in the future.....?
Identity Attack0.34974504
Insult0.72868866
Profanity0.36099523
Threat0.00967031
Severe Toxicity0.14916596
Toxic 0.7308154 Low Con 0.25 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I can’t wait for Alberta to separate then we can kick out and deal with our own shit
I can’t wait for Alberta to separate then we can kick out and deal with our own shit
Identity Attack0.10221587
Insult0.4596616
Profanity0.6672561
Threat0.22120713
Severe Toxicity0.13336399
Moderate 0.6989911 Moderate Con 0.364 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that …
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that the blue plates are reaping what they sow. Ps come to Alberta @tyler give ya some more perspective and see why Alberta is separating. This is a huge part of it
Identity Attack0.2816105
Insult0.4196762
Profanity0.48510036
Threat0.01052473
Severe Toxicity0.023927659
Moderate 0.4977744 Constructive 0.528 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
White Eastern Canadians are completely goywashed. They do anything to ignore the truth. This is why Alberta is separating.
White Eastern Canadians are completely goywashed. They do anything to ignore the truth. This is why Alberta is separating.
Identity Attack0.5135796
Insult0.4534306
Profanity0.13344458
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.16 Identity Attack Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Identity Attack0.3908055
Insult0.48484445
Profanity0.26735115
Threat0.0116639575
Severe Toxicity0.023152983
Moderate 0.47323486 Low Con 0.141 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
Canada is under the control of Communist Traitors. Alberta must save itself from them. Separation, Independence, Sovereignty, Freedom.
Canada is under the control of Communist Traitors. Alberta must save itself from them. Separation, Independence, Sovereignty, Freedom.
Identity Attack0.24074486
Insult0.45135358
Profanity0.027273865
Threat0.00948907
Severe Toxicity0.010223389
Moderate 0.41910073 Low Con 0.16
Nov 21, 2025 Thousands of refugees allowed into …
Liberals are just absolutely destroying this country. Alberta separation is a must. My grandchildren do not have a future in this country. We need the conservatives, and we need ice.
Liberals are just absolutely destroying this country. Alberta separation is a must. My grandchildren do not have a future in this country. We need the conservatives, and we need ice.
Identity Attack0.19100772
Insult0.20901857
Profanity0.028640235
Threat0.053330876
Severe Toxicity0.009269714
Moderate 0.31963667 Moderate Con 0.379 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Identity Attack0.24150419
Insult0.1935001
Profanity0.0864606
Threat0.029069828
Severe Toxicity0.012962224
Low Tox 0.28674445 Constructive 0.525 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist half, and allow the easterners to be controlled by the slaaneshi surface dwelling weaklings of the east. Then we can kick out all the foreigners and invaders, every one who refuses to assimilate, and have our own elections, not run by dominion voting systems machines, and our own Politian's, not hand picked by ottawa, instead of being dragged further and further to the extreme alt left by the surface dwelling weaklings of the east and their disgusting ideas. We don't share their values, we don't share their languages, we don't even share their belief systems and ways or schools of thought. Its time for western Canada to become its own country. Separated away from the nightmarish revisionist visions of mad dogs in Ontario.
Identity Attack0.28034934
Insult0.16195811
Profanity0.031641733
Threat0.1368402
Severe Toxicity0.014447021
Low Tox 0.27975297 Moderate Con 0.423
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What a joke, Alberta needs to separate asap
What a joke, Alberta needs to separate asap
Identity Attack0.010951365
Insult0.039444692
Profanity0.016172111
Threat0.0073918556
Severe Toxicity0.0017738342
Low Tox 0.10089093 Low Con 0.168 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Alberta independent 😂 soon we separate from Canada love it 😂
Alberta independent 😂 soon we separate from Canada love it 😂
Identity Attack0.04048799
Insult0.021159383
Profanity0.01620627
Threat0.008272167
Severe Toxicity0.002784729
Low Tox 0.07687678 Low Con 0.277 Identity_Assertion
Feb 23, 2026 11 likes 'We do know that there's …
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Identity Attack0.056582913
Insult0.019096779
Profanity0.013166099
Threat0.0072365063
Severe Toxicity0.0020980835
Low Tox 0.07450261 Moderate Con 0.354 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I can’t wait for Alberta to separate from Canada🎉🎉🎉🎉
I can’t wait for Alberta to separate from Canada🎉🎉🎉🎉
Identity Attack0.033269364
Insult0.015340924
Profanity0.011406898
Threat0.009540852
Severe Toxicity0.0025939941
Low Tox 0.055274166 Moderate Con 0.372 Identity_Assertion
Jan 11, 2026 1 likes Canada’s new rules in 2026
Alberta!! Separate!!
Alberta!! Separate!!
Identity Attack0.014450782
Insult0.02212623
Profanity0.012551232
Threat0.007353018
Severe Toxicity0.0018978119
Low Tox 0.051068526 Low Con 0.29 Call_To_Action
Jun 21, 2025 2 likes How Canada broke its immigration …
Canada has fallen. Unfortunately, Alberta separation is the only solution moving forward.
Canada has fallen. Unfortunately, Alberta separation is the only solution moving forward.
Identity Attack0.016762028
Insult0.018645585
Profanity0.010467518
Threat0.0070034824
Severe Toxicity0.0014019012
Low Tox 0.044388983 Low Con 0.24
Aug 27, 2025 Why Canadians Are Turning Against …
At this rate all of Canada is going to be like this. Sad to see but unless we smarten up separate here in Alberta there’s no hope for the future.
At this rate all of Canada is going to be like this. Sad to see but unless we smarten up separate here in Alberta there’s no hope for the future.
Identity Attack0.015958117
Insult0.018710041
Profanity0.009903891
Threat0.006770459
Severe Toxicity0.0013065338
Low Tox 0.04290464 Moderate Con 0.386 Fear_Threat
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Identity Attack0.00040238418
Insult0.008259817
Profanity0.00036573748
Threat0.0067498917
Severe Toxicity0.000008837004
Low Tox 0.035514187
Dec 10, 2025
Alberta separation now
Alberta separation now
Identity Attack0.013646871
Insult0.012376905
Profanity0.012551232
Threat0.008738215
Severe Toxicity0.0015544891
Low Tox 0.034041706 Moderate Con 0.301
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Alberta needs to separate to save our culture.
Alberta needs to separate to save our culture.
Identity Attack0.014752249
Insult0.0113509
Profanity0.011048226
Threat0.007948523
Severe Toxicity0.0014305115
Low Tox 0.03109552 Low Con 0.293 Identity_Assertion
Oct 4, 2025 3 likes IRCC Names India in Study …
One of reasons I hope Alberta separates
One of reasons I hope Alberta separates
Identity Attack0.009027477
Insult0.00979289
Profanity0.012141321
Threat0.008466354
Severe Toxicity0.0012493134
Low Tox 0.025085296 Moderate Con 0.307 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...

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.