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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: "Coming to the states as …" 52 comments · Page 3 of 3
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000047982103
Insult0.00018946108
Profanity0.000033756438
Threat0.000051154275
Severe Toxicity0.0000036213887
Low Tox 0.00050764723
Dec 8, 2025
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000056069675
Insult0.00012623373
Profanity0.000017188784
Threat0.000020736286
Severe Toxicity0.0000026345285
Low Tox 0.0002917634
Dec 10, 2025 5 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.