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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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "Don’t let the door hit …" 4 comments
Get them the f out good bye dont let the door hit u
Get them the f out good bye dont let the door hit u
· 18: Cluster #17
Close reading → Video sentiment →
Identity Attack0.0048296256
Insult0.012415205
Profanity0.003204786
Threat0.47651652
Severe Toxicity0.00013304499
Moderate 0.63217795
Apr 18, 2025 1 likes
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that …
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that bill. 80 million though, apparently they're sending them back in 1st class.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.12440576
Insult0.40189892
Profanity0.47435758
Threat0.12076248
Severe Toxicity0.02373986
Moderate 0.51980776 Constructive 0.695
Dec 28, 2025 Deportations From Canada at Their …
DON'T LET THE DOOR HIT YOU ON THE WAY OUT!!!!!!! DEPORT DEPORT DEPORT!!!!
DON'T LET THE DOOR HIT YOU ON THE WAY OUT!!!!!!! DEPORT DEPORT DEPORT!!!!
2.9 million Canadian temporary visas expire in 2025-2026 · 13: Cluster #12
Close reading → Video sentiment →
Identity Attack0.22458547
Insult0.17237684
Profanity0.05543986
Threat0.34804323
Severe Toxicity0.023599008
Moderate 0.4269174 Low Con 0.221
Jan 15, 2026 2.9 million Canadian temporary visas …
Bye, don’t let the door hit you in the a$$ on your way out!!!
Bye, don’t let the door hit you in the a$$ on your way out!!!
2.9 million Canadian temporary visas expire in 2025-2026 · 13: Cluster #12
Close reading → Discourse → Video sentiment →
Identity Attack0.00776955
Insult0.06424874
Profanity0.05543986
Threat0.24878941
Severe Toxicity0.0128976675
Low Tox 0.28547668 Low Con 0.277 Call_To_Action
Jan 18, 2026 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.