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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: "The government of Canada expulsion …" 3 comments
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
2.9 million Canadian temporary visas expire in 2025-2026 · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.41052565
Insult0.35333878
Profanity0.15938593
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.203 Unverified_Claim
Jan 15, 2026 2.9 million Canadian temporary visas …
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
Inside Canada's Indian Metropolis (Brampton) · 272: Cluster #271
Close reading → Discourse → Video sentiment →
Identity Attack0.44690517
Insult0.40243408
Profanity0.14754629
Threat0.064645745
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.135 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.4482637
Insult0.36798462
Profanity0.14754629
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.33 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)

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.