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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: "Why is Canada attacking the …" 27 comments · Page 2 of 2
The British shouldn't have violated the Treaty of Amritsar and attacked the Sikhs in the first Anglo-Sikh War and then upon leaving the subcontinent didn't return governance to the Sikhs and for this reason Sikhs …
The British shouldn't have violated the Treaty of Amritsar and attacked the Sikhs in the first Anglo-Sikh War and then upon leaving the subcontinent didn't return governance to the Sikhs and for this reason Sikhs were forced to immigrate to the UK and Canada.
Inside Canada's Indian Metropolis (Brampton) · 50: Cluster #49
Close reading → Video sentiment →
Identity Attack0.057037655
Insult0.015416925
Profanity0.014327513
Threat0.010602405
Severe Toxicity0.0021648407
Low Tox 0.05898502 Constructive 0.52
Sep 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Good job Tyler!!! 👏 Keep on working hard, getting the truths exposed for the better, and stay safe!!! Canada is under attack😢
Good job Tyler!!! 👏 Keep on working hard, getting the truths exposed for the better, and stay safe!!! Canada is under attack😢
Inside Canada's Indian Invasion... · 72: Cluster #71
Close reading → Discourse → Video sentiment →
Identity Attack0.011321344
Insult0.0151129225
Profanity0.010160086
Threat0.009463178
Severe Toxicity0.001335144
Low Tox 0.037105743 Constructive 0.512 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.