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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: "the beginning of the great …" 3 comments
America this is the only the begining of the great white replacement. Resist while you still can.
America this is the only the begining of the great white replacement. Resist while you still can.
Inside Canada's Indian Invasion... · 55: Cluster #54
Close reading → Discourse → Video sentiment →
Identity Attack0.38238457
Insult0.086852804
Profanity0.07126612
Threat0.034422375
Severe Toxicity0.01806218
Moderate 0.34757367 Low Con 0.206 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, they got great holidays at the taxpayers expense. Why should we have to pay for them? Don't bring them here to begin with.
Wow, they got great holidays at the taxpayers expense. Why should we have to pay for them? Don't bring them here to begin with.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.014551271
Insult0.022384055
Profanity0.011526455
Threat0.008000307
Severe Toxicity0.0019836426
Low Tox 0.063027434 Moderate Con 0.337 Economic_Argument
Dec 29, 2025 Deportations From Canada at Their …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s even 2010 every thing was great but the last 10_ 15 years things have gone down the drain.
Why Canadians Are Turning Against Immigrants. · 5: Cluster #4
Close reading → Discourse → Video sentiment →
Identity Attack0.017264472
Insult0.016556932
Profanity0.012346277
Threat0.006440342
Severe Toxicity0.0010681152
Low Tox 0.035691574 Constructive 0.719 Personal_Narrative
Sep 8, 2025 1 likes Why Canadians Are Turning Against …

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.