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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: "Using a knife in self …" 6 comments
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or …
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or bled dry in lawyer fees lmao
Inside Canada's Indian Invasion... · 79: Cluster #78
Close reading → Discourse → Video sentiment →
Identity Attack0.034042787
Insult0.13969865
Profanity0.08452088
Threat0.34804323
Severe Toxicity0.017222947
Moderate 0.32289913 Moderate Con 0.317 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
12:49 You cant use a knife for self defence in Canada
12:49 You cant use a knife for self defence in Canada
Inside Canada's Indian Invasion... · 79: Cluster #78
Close reading → Discourse → Video sentiment →
Identity Attack0.031464707
Insult0.019096779
Profanity0.02023706
Threat0.34804323
Severe Toxicity0.011749268
Low Tox 0.2191003 Low Con 0.235 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if you are attacked and use the knife you will still likely go to jail. Welcome to Canada 😅
Inside Canada's Indian Invasion... · 79: Cluster #78
Close reading → Discourse → Video sentiment →
Identity Attack0.04177703
Insult0.0279513
Profanity0.013678487
Threat0.13515437
Severe Toxicity0.0064468384
Low Tox 0.1587729 Constructive 0.508 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Using a knife in self defence in Canada gets you 10+ years in jail.
Using a knife in self defence in Canada gets you 10+ years in jail.
Inside Canada's Indian Invasion... · 79: Cluster #78
Close reading → Discourse → Video sentiment →
Identity Attack0.023796257
Insult0.02212623
Profanity0.013883443
Threat0.13815513
Severe Toxicity0.006713867
Low Tox 0.15324512 Moderate Con 0.301 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Using a knife in Canada for self defense is illegal
Using a knife in Canada for self defense is illegal
Inside Canada's Indian Invasion... · 79: Cluster #78
Close reading → Discourse → Video sentiment →
Identity Attack0.029917859
Insult0.017872108
Profanity0.014634945
Threat0.04029291
Severe Toxicity0.0034713745
Low Tox 0.08795626 Low Con 0.157 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Buying a weapon with intent to use it as a self defence device is Illegal in Canada, take the part out of the video where you said “I’m going to buy this knife for X …
Buying a weapon with intent to use it as a self defence device is Illegal in Canada, take the part out of the video where you said “I’m going to buy this knife for X reason” and it’s no longer illegal.
Inside Canada's Indian Invasion... · 79: Cluster #78
Close reading → Discourse → Video sentiment →
Identity Attack0.011173353
Insult0.0151129225
Profanity0.013234417
Threat0.021645326
Severe Toxicity0.0024604797
Low Tox 0.056758508 Low Con 0.271 Policy_Critique
Jan 28, 2026 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.