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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 for Ukraine, it is …" 54 comments · Page 3 of 3
How about caping income tax at 10% instead of half my pay check going to Ukraine
How about caping income tax at 10% instead of half my pay check going to Ukraine
Canada’s new rules in 2026 · 34: Cluster #33
Close reading → Discourse → Video sentiment →
Identity Attack0.006511623
Insult0.009298887
Profanity0.010911589
Threat0.0062267366
Severe Toxicity0.0008058548
Low Tox 0.01859777 Low Con 0.289 Policy_Critique
Jan 26, 2026 Canada’s new rules in 2026
78 million is a fraction of the money gifted to Ukraine, and on top of it the support payments to Ukrainians in Canada... if its about money there are other pressing issues.
78 million is a fraction of the money gifted to Ukraine, and on top of it the support payments to Ukrainians in Canada... if its about money there are other pressing issues.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0069185994
Insult0.009089886
Profanity0.009374423
Threat0.0061231707
Severe Toxicity0.0006079674
Low Tox 0.015519086 Moderate Con 0.482
Jan 12, 2026 Deportations From Canada at Their …
Visit Ukraine or Gaza instead folks, much better options.
Visit Ukraine or Gaza instead folks, much better options.
· 26: Cluster #25
Close reading → Video sentiment →
Identity Attack0.0005446912
Insult0.00018572995
Profanity0.000028984014
Threat0.0001133276
Severe Toxicity0.0000030925335
Low Tox 0.0009952845
Dec 8, 2025
I have a biometric passport. This is the norm worldwide. Try going to Ukraine.
I have a biometric passport. This is the norm worldwide. Try going to Ukraine.
· 15: Cluster #14
Close reading → Discourse → Video sentiment →
Identity Attack0.00026495833
Insult0.00016279102
Profanity0.000028374276
Threat0.000056860124
Severe Toxicity0.0000026102798
Low Tox 0.0006651534 Comparative_Framing
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.