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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: "As an Albertan, this makes …" 2 comments
Jason making the rounds in hopes of leadership takeover. Quick fyi. He betrayed Albertans and we recalled him. We won’t support him here.
Jason making the rounds in hopes of leadership takeover. Quick fyi. He betrayed Albertans and we recalled him. We won’t support him here.
LILLEY UNLEASHED: The fall of Canada’s once enviable … · 7: Cluster #6
Close reading → Discourse → Video sentiment →
Identity Attack0.0051797
Insult0.05086332
Profanity0.010928668
Threat0.008065036
Severe Toxicity0.0014591217
Low Tox 0.103060275 Moderate Con 0.428 Identity_Assertion
Feb 20, 2026 2 likes LILLEY UNLEASHED: The fall of …
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
Inside Canada's Indian Metropolis (Brampton) · 140: Cluster #139
Close reading → Discourse → Video sentiment →
Identity Attack0.021987455
Insult0.023995465
Profanity0.021808386
Threat0.006809296
Severe Toxicity0.0024032593
Low Tox 0.07212844 Constructive 0.502 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.