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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: "That’s not deporting that’s blocking …" 3 comments
That’s not deporting that’s blocking them stop bullshiting
That’s not deporting that’s blocking them stop bullshiting
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.08252834
Insult0.4794537
Profanity0.6750904
Threat0.016465442
Severe Toxicity0.16960317
Toxic 0.7570315 Low Con 0.189 Meta_Commentary
Dec 29, 2025 Deportations From Canada at Their …
DEPORT. Look at Europe/ UK - we are next if we don’t deport and block borders.
DEPORT. Look at Europe/ UK - we are next if we don’t deport and block borders.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.09162762
Insult0.02657372
Profanity0.014054239
Threat0.017156094
Severe Toxicity0.0049972534
Low Tox 0.1587729 Low Con 0.259
Aug 26, 2025 Why Canadians Are Turning Against …
Last week the block and the liberal party voted down in the House of Commons Immediate deportation for non residents of Canada
Last week the block and the liberal party voted down in the House of Commons Immediate deportation for non residents of Canada
Canadian immigration officers investigating hundreds identified by extortion … · 92: Cluster #91
Close reading → Discourse → Video sentiment →
Identity Attack0.020279141
Insult0.013402912
Profanity0.010826191
Threat0.008155655
Severe Toxicity0.0012397766
Low Tox 0.04067813 Moderate Con 0.323 Unverified_Claim
Feb 20, 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.