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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: "thank the liberal government for …" 30 comments · Page 2 of 2
Thank you liberal government...not
Thank you liberal government...not
Inside Canada's Indian Invasion... · 23: Cluster #22
Close reading → Discourse → Video sentiment →
Identity Attack0.010655383
Insult0.019999169
Profanity0.0128245065
Threat0.006382086
Severe Toxicity0.0012779236
Low Tox 0.044883765 Low Con 0.266 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
IRCC Names India in Study Permit Fraud | … · 92: Cluster #91
Close reading → Video sentiment →
Identity Attack0.006474625
Insult0.01617693
Profanity0.014566627
Threat0.006874025
Severe Toxicity0.0009727478
Low Tox 0.032627538 Constructive 0.549
Sep 29, 2025 IRCC Names India in Study …
Only in Canada, Thanks to the liberal government.
Only in Canada, Thanks to the liberal government.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.01656105
Insult0.014504919
Profanity0.010296722
Threat0.006155535
Severe Toxicity0.0011634827
Low Tox 0.03192045 Low Con 0.215 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
You can thank the liberal government for what this country has become.
You can thank the liberal government for what this country has become.
Why Canadians Are Turning Against Immigrants. · 2: Cluster #1
Close reading → Video sentiment →
Identity Attack0.009545447
Insult0.0140109155
Profanity0.012551232
Threat0.0066798385
Severe Toxicity0.0013446808
Low Tox 0.031684756 Low Con 0.245
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 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.