Skip to content
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: "Why do they laugh at …" 104 comments · Page 5 of 5
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.018470341
Insult0.011540901
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0017166138
Low Tox 0.034041706 Constructive 0.682 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Forgive me. Seeing the title, I couldn't help laughing out loud.
Forgive me. Seeing the title, I couldn't help laughing out loud.
Inside Canada's Indian Metropolis (Brampton) · 47: Cluster #46
Close reading → Discourse → Video sentiment →
Identity Attack0.0026638457
Insult0.013630914
Profanity0.014532468
Threat0.0069387536
Severe Toxicity0.001001358
Low Tox 0.030977672 Moderate Con 0.458 Humor_Satire
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I have never laughed so hard. Thanks Tyler and Canada. 😂😂
I have never laughed so hard. Thanks Tyler and Canada. 😂😂
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0051427023
Insult0.011540901
Profanity0.012004685
Threat0.0062267366
Severe Toxicity0.00096321106
Low Tox 0.022021262 Moderate Con 0.464 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Hahah I get the last laugh! NOT going
Hahah I get the last laugh! NOT going
· 7: Cluster #6
Close reading → Video sentiment →
Identity Attack0.00004518511
Insult0.00028127842
Profanity0.000030528856
Threat0.000053327785
Severe Toxicity0.000002370198
Low Tox 0.0007206295
Dec 9, 2025

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.