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: "Did Warren say that the …" 2 comments
Your pal Warren Kinsella is saying “conservatives are taking out their problems on immigrants”…. Can someone straighten his teenager brain out?
Your pal Warren Kinsella is saying “conservatives are taking out their problems on immigrants”…. Can someone straighten his teenager brain out?
BATRA’S BURNING QUESTIONS: Canada’s absent and clueless Immigration … · 69: Cluster #68
Close reading → Discourse → Video sentiment →
Identity Attack0.09659086
Insult0.46173862
Profanity0.043415543
Threat0.012854968
Severe Toxicity0.012703998
Moderate 0.4014846 Moderate Con 0.326 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
BATRA’S BURNING QUESTIONS: Canada’s absent and clueless Immigration … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0022291208
Insult0.015720926
Profanity0.010587076
Threat0.0059775305
Severe Toxicity0.00062942505
Low Tox 0.026145924 Moderate Con 0.378 Question
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.