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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: "It’s not the fault of …" 127 comments · Page 6 of 6
Isn't it fault of system? If you keep ur front door open and people break in your house, will you blame the people or yourself for keeping front gate open?
Isn't it fault of system? If you keep ur front door open and people break in your house, will you blame the people or yourself for keeping front gate open?
Inside Canada's Indian Metropolis (Brampton) · 49: Cluster #48
Close reading → Discourse → Video sentiment →
Identity Attack0.0024233595
Insult0.010628895
Profanity0.011543535
Threat0.008349842
Severe Toxicity0.0010490417
Low Tox 0.025910228 Moderate Con 0.333 Policy_Critique
Dec 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
we should not go to USA as a Tourist ,why we should money to USA Tourism industires rather than support to our Domestic . usa is now not a time tested friend .its over .now …
we should not go to USA as a Tourist ,why we should money to USA Tourism industires rather than support to our Domestic . usa is now not a time tested friend .its over .now we should focus on self reliance . remove barrier ,hurdel, licence system except in some (but even after licence ,poor performance , reinstate even big fault )
· 37: Cluster #36
Close reading → Video sentiment →
Identity Attack0.000056782043
Insult0.00015144878
Profanity0.000019743107
Threat0.000019144813
Severe Toxicity0.000002437973
Low Tox 0.0003610599
Dec 8, 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.