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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: "Who is going to tell …" 78 comments · Page 4 of 4
No Vacancy. Time to go. 1. Ask 2. Tell 3. Make
No Vacancy. Time to go. 1. Ask 2. Tell 3. Make
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.002552852
Insult0.00983089
Profanity0.0127903465
Threat0.008712323
Severe Toxicity0.0012683868
Low Tox 0.022256956 Low Con 0.277 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone’s answer is just don’t go, and when Liberals tell you we don’t have any jobs we can say just don’t eat..
Everyone’s answer is just don’t go, and when Liberals tell you we don’t have any jobs we can say just don’t eat..
· 5: Cluster #4
Close reading → Video sentiment →
Identity Attack0.00008015791
Insult0.00045595723
Profanity0.000025635069
Threat0.000044855384
Severe Toxicity0.000001956262
Low Tox 0.0010840585
Dec 9, 2025
How about we have some self respect and never beg to be recognized as a human...don't go or turn around and walk away when they tell you to kneel
How about we have some self respect and never beg to be recognized as a human...don't go or turn around and walk away when they tell you to kneel
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00008438034
Insult0.00019570511
Profanity0.000020224132
Threat0.000060925016
Severe Toxicity0.0000023958282
Low Tox 0.0006360806
Dec 8, 2025 1 likes

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.