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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: "They stink and shit on …" 2 comments
I don’t like this people they stink I have experience about this people who steal my grocery bag d good thing is it’s just our food but it’s not good how this people did d …
I don’t like this people they stink I have experience about this people who steal my grocery bag d good thing is it’s just our food but it’s not good how this people did d guy almost Germans at me but insist that it’s mine I don’t like them they shit
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.40158966
Insult0.6099415
Profanity0.7246992
Threat0.026652548
Severe Toxicity0.35220072
Toxic 0.8540474 Constructive 0.518 Insult
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the …
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the kids cant gain any experience .
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.060220852
Insult0.5678696
Profanity0.70864636
Threat0.018192071
Severe Toxicity0.23224458
Toxic 0.78207105 Moderate Con 0.37 Insult Identity_Assertion
Jan 27, 2026 3 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.