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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: "As a true Canadian, I …" 108 comments · Page 5 of 5
The guy on the bike is awesome. True Canadian
The guy on the bike is awesome. True Canadian
Inside Canada's Indian Invasion... · 68: Cluster #67
Close reading → Discourse → Video sentiment →
Identity Attack0.009767435
Insult0.012110904
Profanity0.012141321
Threat0.0074824756
Severe Toxicity0.001449585
Low Tox 0.025556687 Moderate Con 0.45 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
That's not true, as a Canadian citizen i didn't see the difference on immigration.
That's not true, as a Canadian citizen i didn't see the difference on immigration.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.013144426
Insult0.009507888
Profanity0.0098868115
Threat0.0057639256
Severe Toxicity0.00068187714
Low Tox 0.02343543 Constructive 0.579 Personal_Narrative
Dec 25, 2025 Deportations From Canada at Their …
2:03 true canadian right there, were proud to have that man
2:03 true canadian right there, were proud to have that man
Inside Canada's Indian Invasion... · 173: Cluster #172
Close reading → Discourse → Video sentiment →
Identity Attack0.010211408
Insult0.009868891
Profanity0.013610168
Threat0.007197669
Severe Toxicity0.0014972687
Low Tox 0.022728346 Moderate Con 0.373 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Canada's tighter immigration policy divides the country • … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
👇 true canadians
👇 true canadians
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.01191331
Insult0.00971689
Profanity0.0138151245
Threat0.007521313
Severe Toxicity0.0016403198
Low Tox 0.019854378 Moderate Con 0.341
Jan 27, 2026 Inside Canada's Indian Invasion...
Multicultural act was passed in 1988. Didn't' happen yesterday. Decades of wanting to feel better about ourselves and not protecting true Canadian heritage/culture. The heritage/culture that was celebrated after the world wars.
Multicultural act was passed in 1988. Didn't' happen yesterday. Decades of wanting to feel better about ourselves and not protecting true Canadian heritage/culture. The heritage/culture that was celebrated after the world wars.
Inside Canada's Indian Metropolis (Brampton) · 100: Cluster #99
Close reading → Video sentiment →
Identity Attack0.008657498
Insult0.009982891
Profanity0.009596458
Threat0.0060196044
Severe Toxicity0.0007247925
Low Tox 0.019603057 Constructive 0.579
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian this is so true everywhere
As a Canadian this is so true everywhere
Inside Canada's Indian Invasion... · 392: Cluster #391
Close reading → Discourse → Video sentiment →
Identity Attack0.008324518
Insult0.007835878
Profanity0.010928668
Threat0.0062396824
Severe Toxicity0.0009059906
Low Tox 0.014639461 Moderate Con 0.475 Identity_Assertion
Jan 28, 2026 103 likes Inside Canada's Indian Invasion...
As a Canadian, I can definitely confirm this is true.
As a Canadian, I can definitely confirm this is true.
Inside Canada's Indian Invasion... · 335: Cluster #334
Close reading → Discourse → Video sentiment →
Identity Attack0.0068446035
Insult0.0072848746
Profanity0.0108774295
Threat0.006304411
Severe Toxicity0.0008201599
Low Tox 0.011812098 Constructive 0.509 Personal_Narrative
Jan 27, 2026 1 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.