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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "I am 100 % on …" 238 comments · Page 10 of 10
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
Identity Attack0.0015169121
Insult0.008025879
Profanity0.01041628
Threat0.0060908063
Severe Toxicity0.00061511993
Low Tox 0.012000589 Moderate Con 0.367
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Identity Attack0.0048837173
Insult0.007189874
Profanity0.009579378
Threat0.006589218
Severe Toxicity0.000667572
Low Tox 0.011686437 Low Con 0.211 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Identity Attack0.003884775
Insult0.0072088744
Profanity0.009459821
Threat0.006861079
Severe Toxicity0.00067710876
Low Tox 0.010743983 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
And let me give you just an instance a Chevrolet Tahoe in the states is under 60 grand in Canada and looking at 80 grand 100 grand give or take
And let me give you just an instance a Chevrolet Tahoe in the states is under 60 grand in Canada and looking at 80 grand 100 grand give or take
Identity Attack0.0028673338
Insult0.00815888
Profanity0.010006369
Threat0.006039023
Severe Toxicity0.0005698204
Low Tox 0.010681152 Moderate Con 0.377 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
Identity Attack0.0039587705
Insult0.007930879
Profanity0.009357343
Threat0.00598724
Severe Toxicity0.0005578995
Low Tox 0.010492661 Constructive 0.57 Policy_Critique
Feb 24, 2026 'We do know that there's …
YUP 100%
YUP 100%
Identity Attack0.0019146391
Insult0.007170874
Profanity0.013883443
Threat0.0066086366
Severe Toxicity0.0011825562
Low Tox 0.010492661 Low Con 0.174
Jan 27, 2026 Inside Canada's Indian Invasion...
100% right as always !
100% right as always !
Identity Attack0.0020626306
Insult0.007303875
Profanity0.011628932
Threat0.006912862
Severe Toxicity0.000910759
Low Tox 0.01017851 Moderate Con 0.416 Solidarity
Feb 21, 2026 1 likes LILLEY UNLEASHED: The fall of …
I agree with you 100 percent.
I agree with you 100 percent.
Identity Attack0.0030523231
Insult0.0070378734
Profanity0.012892825
Threat0.0070552654
Severe Toxicity0.0008869171
Low Tox 0.010115679 Constructive 0.55 Meta_Commentary
Feb 6, 2026 1 likes Why Canadians Are Turning Against …
century initiative 100 million canadians 🎉
century initiative 100 million canadians 🎉
Identity Attack0.0041992567
Insult0.0069238725
Profanity0.009664777
Threat0.006822242
Severe Toxicity0.00086307526
Low Tox 0.009361716 Moderate Con 0.323
Jan 3, 2026 1 likes New rules, regulations take effect …
I agree 100%.
I agree 100%.
Identity Attack0.0026638457
Insult0.0065533705
Profanity0.0118338885
Threat0.006874025
Severe Toxicity0.0008773804
Low Tox 0.008733413 Constructive 0.523
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Identity Attack0.0029598286
Insult0.0067338715
Profanity0.009015751
Threat0.0062849927
Severe Toxicity0.0005245209
Low Tox 0.008419261 Moderate Con 0.371
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Very well said and 100% true.
Very well said and 100% true.
Identity Attack0.002034882
Insult0.0068003717
Profanity0.010774951
Threat0.0066798385
Severe Toxicity0.00081062317
Low Tox 0.007979449 Moderate Con 0.491 Meta_Commentary
Aug 30, 2025 1 likes Why Canadians Are Turning Against …

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.