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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: "With friends like Trump who …" 1 comment
I felt for them Canadians, especially seeing that 19th century church being converted into a Caste-Hindu temple, no bad opinion about sikhs.. they r friendly people tortured by Caste-Hindus back in the 80's in india …
I felt for them Canadians, especially seeing that 19th century church being converted into a Caste-Hindu temple, no bad opinion about sikhs.. they r friendly people tortured by Caste-Hindus back in the 80's in india which lead to their mass migration for safety and Canadians helped them. Sikhs must responsibly protect Canadian values and their own community from Caste-Hindu menace especially because they openly support Imbeciles like Trump and Modi.
Inside Canada's Indian Metropolis (Brampton) · 50: Cluster #49
Close reading → Video sentiment →
Identity Attack0.50917345
Insult0.67735565
Profanity0.2666764
Threat0.01940071
Severe Toxicity0.02416241
Moderate 0.63782936 Constructive 0.735 Identity Attack Insult
Dec 20, 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.