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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: "No room. If I have …" 82 comments · Page 4 of 4
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
BATRA’S BURNING QUESTIONS: Canada’s absent and clueless Immigration … · 100: Cluster #99
Close reading → Discourse → Video sentiment →
Identity Attack0.022791367
Insult0.018710041
Profanity0.009750174
Threat0.0066798385
Severe Toxicity0.0012397766
Low Tox 0.043646812 Constructive 0.523 Fear_Threat
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of a hospital. Imagine paying into the system for 30 plus years and you can’t get an mir or a cat scan for months and when u do it’s too late
· 39: Cluster #38
Close reading → Discourse → Video sentiment →
Identity Attack0.00048157218
Insult0.0010963258
Profanity0.0001818672
Threat0.05604665
Severe Toxicity0.000029223143
Low Tox 0.041158807 Policy_Critique
Apr 15, 2025 1 likes
Summary of how the NRIs living there feels nowadays, "Hey, I reached into the room - now close the doors"
Summary of how the NRIs living there feels nowadays, "Hey, I reached into the room - now close the doors"
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.006030651
Insult0.016632931
Profanity0.012004685
Threat0.008582866
Severe Toxicity0.0014972687
Low Tox 0.036634352 Moderate Con 0.431 Humor_Satire
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
I rented a room in Brampton the landlord gave me a ride & stopped in at that temple. I didn't know we were doing that.
I rented a room in Brampton the landlord gave me a ride & stopped in at that temple. I didn't know we were doing that.
Inside Canada's Indian Invasion... · 192: Cluster #191
Close reading → Discourse → Video sentiment →
Identity Attack0.008176526
Insult0.010742896
Profanity0.012687869
Threat0.00756015
Severe Toxicity0.0012588501
Low Tox 0.025320992 Constructive 0.629 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
No room. If I have to follow the law crossing the border, so do they.
No room. If I have to follow the law crossing the border, so do they.
Migrants cross into Canada near Hemmingford · 2: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.005364689
Insult0.008386881
Profanity0.010245483
Threat0.006699257
Severe Toxicity0.0007200241
Low Tox 0.01822079 Moderate Con 0.324 Moral_Argument
Jan 6, 2026 Migrants cross into Canada near …
They gave them all a credit cards and hotel rooms.
They gave them all a credit cards and hotel rooms.
Migrants cross into Canada near Hemmingford · 2: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.00258985
Insult0.0073798755
Profanity0.011133623
Threat0.00666042
Severe Toxicity0.0007200241
Low Tox 0.011120965 Low Con 0.271 Unverified_Claim
Jan 5, 2026 4 likes Migrants cross into Canada near …
Not true all of Canada has housing crisis I am lo9king for 2 yrs cant even find a room cause 40 against you
Not true all of Canada has housing crisis I am lo9king for 2 yrs cant even find a room cause 40 against you
· 2: Cluster #1
Close reading → Video sentiment →
Identity Attack0.00006079971
Insult0.0002276807
Profanity0.00002380823
Threat0.000029755232
Severe Toxicity0.000001977024
Low Tox 0.0005185943
Dec 13, 2025

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.