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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: "Good im a citizen" 3 comments
good im sick of competing for work and housing with people that arent even citizens the government has to stop this bs its ruining my industry third world scumbags are working for less putting actual …
good im sick of competing for work and housing with people that arent even citizens the government has to stop this bs its ruining my industry third world scumbags are working for less putting actual canadian taxpayers outve work or just working for less also it has to stop
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0077369185
Insult0.43769154
Profanity0.030823901
Threat0.00029031857
Severe Toxicity0.000016657314
Moderate 0.5502734
Apr 19, 2025 2 likes
im so glad our government is ontop of this, so glad that no ones getting hurt for years and years, good job Canada. Very good Very for the citizens, lmao what a joke
im so glad our government is ontop of this, so glad that no ones getting hurt for years and years, good job Canada. Very good Very for the citizens, lmao what a joke
Canadian immigration officers investigating hundreds identified by extortion … · 123: Cluster #122
Close reading → Discourse → Video sentiment →
Identity Attack0.00932346
Insult0.061976057
Profanity0.044417568
Threat0.00933372
Severe Toxicity0.003604889
Low Tox 0.13561769 Moderate Con 0.443 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Good im a citizen
Good im a citizen
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.0042732526
Insult0.0081208795
Profanity0.014839902
Threat0.00746953
Severe Toxicity0.0015258789
Low Tox 0.015079274 Moderate Con 0.434 Identity_Assertion
Dec 25, 2025 Deportations From Canada at Their …

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.