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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: "My wife and I are …" 54 comments · Page 3 of 3
Well depends how many wife’s they have and children…….
Well depends how many wife’s they have and children…….
How much do refugees and immigrants get in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0032558115
Insult0.008424882
Profanity0.010433359
Threat0.0066668927
Severe Toxicity0.0007581711
Low Tox 0.016210219 Low Con 0.285
Mar 21, 2024 1 likes How much do refugees and …
That man and his wife are welcome. They're both working and paying taxes
That man and his wife are welcome. They're both working and paying taxes
Inside Canada's Indian Metropolis (Brampton) · 38: Cluster #37
Close reading → Video sentiment →
Identity Attack0.0034777985
Insult0.008709883
Profanity0.011577694
Threat0.006265574
Severe Toxicity0.00074863434
Low Tox 0.015016444 Moderate Con 0.464
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Tell that to jd Vance wife, patel and vivek
Tell that to jd Vance wife, patel and vivek
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.002330865
Insult0.009260887
Profanity0.0127561875
Threat0.0072106146
Severe Toxicity0.0009059906
Low Tox 0.014702292 Low Con 0.17
Jan 27, 2026 29 likes Inside Canada's Indian Invasion...
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00016571755
Insult0.0004641115
Profanity0.000036747424
Threat0.000099303084
Severe Toxicity0.000003927708
Low Tox 0.0014281132 Personal_Narrative
Dec 8, 2025 13 likes

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.