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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: "Come to Quebec or montreal, …" 3 comments
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark …
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark Carney as the prime minister... Trump please come take Canada we welcome you!
Inside Canada's Indian Invasion... · 192: Cluster #191
Close reading → Video sentiment →
Identity Attack0.37730414
Insult0.46625584
Profanity0.06495911
Threat0.009023022
Severe Toxicity0.017416617
Moderate 0.43230394 Moderate Con 0.434
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Inside Canada's Indian Metropolis (Brampton) · 66: Cluster #65
Close reading → Discourse → Video sentiment →
Identity Attack0.23163283
Insult0.056133457
Profanity0.017299367
Threat0.0071070488
Severe Toxicity0.0049591064
Low Tox 0.19599396 Moderate Con 0.303 Comparative_Framing
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Too many illegal asylum seekers coming in from the Quebec border sanctuary cities like Toronto, Brampton, Mississauga, Montreal, and the greater GTA
Too many illegal asylum seekers coming in from the Quebec border sanctuary cities like Toronto, Brampton, Mississauga, Montreal, and the greater GTA
'We do know that there's a lot of … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.10221587
Insult0.04207976
Profanity0.011594773
Threat0.006058442
Severe Toxicity0.0024414062
Low Tox 0.1373533 Moderate Con 0.332 Fear_Threat
Feb 24, 2026 8 likes 'We do know that there's …

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.