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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: "HEY TYLER IF YOU WANNA …" 1 comment
HEY TYLER IF YOU WANNA VISIT INDIA CHOOSE NORTHEAST INDIA WHICH IS ONE OF THE BEAUTIFUL PLACES ON EARTH YOU CHECKOUT ON INTERNET AND CLEANEST PART OF INDIA TOO NORTHEAST INDIA CONSIST STATES> 1>MEGHALAYA 2>ASSAM …
HEY TYLER IF YOU WANNA VISIT INDIA CHOOSE NORTHEAST INDIA WHICH IS ONE OF THE BEAUTIFUL PLACES ON EARTH YOU CHECKOUT ON INTERNET AND CLEANEST PART OF INDIA TOO NORTHEAST INDIA CONSIST STATES> 1>MEGHALAYA 2>ASSAM 3>ARUNACHAL PRADESH 4>NAGALAND 5>MANIPUR 6>MIZORAM 7>SIKKIM THESE ARE THE NORTHEAST STATES YOU CAN CHECKOUT THESE PLACE ON INTERNET TOO THESE ARE THE MOST SAFE AS WELL AS HOSPITABLE STATES OF INDIA FOR FOREIGNERS AND IF YOU SEE THESE PLACE YOU PROBABLY SAY THIS IS HEAVEN ON EARTH😇😇
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.25986546
Insult0.08508729
Profanity0.14225815
Threat0.02855184
Severe Toxicity0.023076924
Low Tox 0.29405528 Constructive 0.538 Advertisement_Spam
Feb 19, 2026 1 likes 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.