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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: "Sir with the bike this …" 3 comments
the Bike guy knows his shit god bless you sir
the Bike guy knows his shit god bless you sir
Inside Canada's Indian Invasion... · 5: Cluster #4
Close reading → Discourse → Video sentiment →
Identity Attack0.048480038
Insult0.4596616
Profanity0.8326356
Threat0.009929225
Severe Toxicity0.11756202
Toxic 0.76523775 Moderate Con 0.394 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
the guy on the bike is really stupid and fell for the propaganda about muslims and africans. no sir, its not normal to grape someone.
the guy on the bike is really stupid and fell for the propaganda about muslims and africans. no sir, its not normal to grape someone.
Inside Canada's Indian Invasion... · 13: Cluster #12
Close reading → Video sentiment →
Identity Attack0.3825363
Insult0.7492263
Profanity0.4098025
Threat0.025098583
Severe Toxicity0.042180564
Toxic 0.7510937 Low Con 0.226 Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Inside Canada's Indian Invasion... · 5: Cluster #4
Close reading → Discourse → Video sentiment →
Identity Attack0.004606233
Insult0.013820915
Profanity0.015864678
Threat0.0075083673
Severe Toxicity0.0015830994
Low Tox 0.027677942 Low Con 0.278 Humor_Satire
Feb 14, 2026 3 likes 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.