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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: "its not called BROWN-town for …" 2 comments
its not called BROWN-town for no reason
its not called BROWN-town for no reason
Inside Canada's Indian Metropolis (Brampton) · 209: Cluster #208
Close reading → Discourse → Video sentiment →
Identity Attack0.060675595
Insult0.025929155
Profanity0.025634222
Threat0.008052089
Severe Toxicity0.0035095215
Low Tox 0.11140333 Low Con 0.154 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We do call it Brown-Town! We Canadians don’t claim Brampton!
We do call it Brown-Town! We Canadians don’t claim Brampton!
Inside Canada's Indian Metropolis (Brampton) · 152: Cluster #151
Close reading → Video sentiment →
Identity Attack0.015254694
Insult0.015416925
Profanity0.011902207
Threat0.006479179
Severe Toxicity0.0011825562
Low Tox 0.03639866 Moderate Con 0.364
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)

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.