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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: ""Police are limited in charges …" 2 comments
"Police are limited in charges approved" what a joke the system is
"Police are limited in charges approved" what a joke the system is
Canadian immigration officers investigating hundreds identified by extortion … · 133: Cluster #132
Close reading → Discourse → Video sentiment →
Identity Attack0.0062526376
Insult0.082619295
Profanity0.021330157
Threat0.0066086366
Severe Toxicity0.0016403198
Low Tox 0.15324512 Low Con 0.192 Policy_Critique
Feb 18, 2026 168 likes Canadian immigration officers investigating hundreds …
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited …
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited in their ability to have charges approved, in some of the cases involving foreign nationals, federal immigration laws could be a useful tool in helping ease the extortion threat."
Canadian immigration officers investigating hundreds identified by extortion … · 11: Cluster #10
Close reading → Discourse → Video sentiment →
Identity Attack0.04023018
Insult0.025155678
Profanity0.018119188
Threat0.02855184
Severe Toxicity0.0032043457
Low Tox 0.11140333 Constructive 0.57 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.