Skip to content
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: "Mass Immigration continues to be …" 3 comments
Canada's mass immigration system has never worked. Importing tens of millions of poor unskilled useless foreigners is a stupid economic strategy. Canada's Standard of Living and Productivity has been in steep decline for 50 yrs. …
Canada's mass immigration system has never worked. Importing tens of millions of poor unskilled useless foreigners is a stupid economic strategy. Canada's Standard of Living and Productivity has been in steep decline for 50 yrs. Social chaos and racism continues to increase.
How Canada broke its immigration system · 33: Cluster #32
Close reading → Video sentiment →
Identity Attack0.46028158
Insult0.6370372
Profanity0.20916378
Threat0.013217449
Severe Toxicity0.023199933
Moderate 0.62702215 Moderate Con 0.383 Insult
Jun 22, 2025 2 likes How Canada broke its immigration …
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
How Canada broke its immigration system · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.012340514
Insult0.018065477
Profanity0.010740792
Threat0.007365964
Severe Toxicity0.0012016296
Low Tox 0.04760506 Low Con 0.192 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
Mass Immigration continues to be a problem in Canada, and until Carney gets this under control Canadians will increasing be opposed to it.
Mass Immigration continues to be a problem in Canada, and until Carney gets this under control Canadians will increasing be opposed to it.
LILLEY UNLEASHED: The fall of Canada’s once enviable … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.023595277
Insult0.016784932
Profanity0.0092292465
Threat0.006874025
Severe Toxicity0.001168251
Low Tox 0.0466155 Moderate Con 0.456 Policy_Critique
Feb 17, 2026 22 likes LILLEY UNLEASHED: The fall of …

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.