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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: "Its called the great replacement …" 3 comments
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Inside Canada's Indian Invasion... · 55: Cluster #54
Close reading → Discourse → Video sentiment →
Identity Attack0.2774022
Insult0.10587067
Profanity0.035399333
Threat0.009048914
Severe Toxicity0.007171631
Low Tox 0.25727063 Moderate Con 0.317 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Mass East Indian immigration is called the great replacement!
Mass East Indian immigration is called the great replacement!
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.23846684
Insult0.04207976
Profanity0.028093686
Threat0.011379151
Severe Toxicity0.010375977
Low Tox 0.23090743 Low Con 0.215
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s called the great replacement.
It’s called the great replacement.
How Canada broke its immigration system · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0025713511
Insult0.008310881
Profanity0.012004685
Threat0.0072753434
Severe Toxicity0.0009059906
Low Tox 0.015016444 Low Con 0.171 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …

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.