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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: "Man you are legit doing …" 2 comments
As a Canadian born Chinese guy, i couldn't agree more with the people who said they refuse to assimilate. It's honestly embarrassing for people like my parents who immigrated and assimilated properly to Canada many …
As a Canadian born Chinese guy, i couldn't agree more with the people who said they refuse to assimilate. It's honestly embarrassing for people like my parents who immigrated and assimilated properly to Canada many years ago. Same can be said about the mainland Chinese people in Vancouver. Like the whole driving thing...people dont follow the rules and have patience, gee, i wonder where tf that came from, b/c it was never like that when I got my license 20 years ago. Tbh blue coat man was legit a lot like my dad
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.18468912
Insult0.16751462
Profanity0.28708664
Threat0.008362788
Severe Toxicity0.013672344
Low Tox 0.2854699 Constructive 0.751
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Man you are legit doing the peoples work, this level of corruption is out of hand. Thank you Tyler
Man you are legit doing the peoples work, this level of corruption is out of hand. Thank you Tyler
Inside Canada's Indian Invasion... · 29: Cluster #28
Close reading → Discourse → Video sentiment →
Identity Attack0.0029228306
Insult0.061801232
Profanity0.01442999
Threat0.005974294
Severe Toxicity0.001115799
Low Tox 0.10783285 Moderate Con 0.47 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...

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.