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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: "What's the fastest way to …" 3 comments
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
Inside Canada's Indian Invasion... · 36: Cluster #35
Close reading → Discourse → Video sentiment →
Identity Attack0.36803186
Insult0.42881694
Profanity0.11477985
Threat0.0100069
Severe Toxicity0.014963473
Moderate 0.4014846 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Why Canadians Are Turning Against Immigrants. · 137: Cluster #136
Close reading → Video sentiment →
Identity Attack0.10221587
Insult0.083359696
Profanity0.025907494
Threat0.007819066
Severe Toxicity0.0045394897
Low Tox 0.20056234 Moderate Con 0.415
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Inside Canada's Indian Invasion... · 62: Cluster #61
Close reading → Discourse → Video sentiment →
Identity Attack0.02048012
Insult0.02264188
Profanity0.025497584
Threat0.009126588
Severe Toxicity0.002861023
Low Tox 0.07608539 Low Con 0.264 Humor_Satire
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.