Skip to content
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: "That´s how an adult is …" 29 comments · Page 2 of 2
I really love African Lion Safari. It’s awesome. Kids and adults learn how important we are as caretakers of this planet and her animals!
I really love African Lion Safari. It’s awesome. Kids and adults learn how important we are as caretakers of this planet and her animals!
How Canada broke its immigration system · 139: Cluster #138
Close reading → Video sentiment →
Identity Attack0.027815815
Insult0.017936565
Profanity0.026454043
Threat0.0103175985
Severe Toxicity0.004005432
Low Tox 0.059232414 Constructive 0.618
Jun 23, 2025 How Canada broke its immigration …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used for washrooms 😂
LILLEY UNLEASHED: The fall of Canada’s once enviable … · 42: Cluster #41
Close reading → Discourse → Video sentiment →
Identity Attack0.0034777985
Insult0.020063626
Profanity0.013029462
Threat0.006045496
Severe Toxicity0.001206398
Low Tox 0.045131154 Moderate Con 0.385 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
No it doesn't. This is a 90-10%. We have 3.5M visa holders - 20% adult workforce. Wage supression, service collapse, housing crisis.
No it doesn't. This is a 90-10%. We have 3.5M visa holders - 20% adult workforce. Wage supression, service collapse, housing crisis.
Canada's tighter immigration policy divides the country • … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0023586133
Insult0.009203887
Profanity0.009587918
Threat0.006110225
Severe Toxicity0.0005722046
Low Tox 0.0143253105 Constructive 0.584 Economic_Argument
Feb 12, 2026 Canada's tighter immigration policy divides …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth rates mean that immigration is needed, if only to reduce the impact of an aging population and to reduce the demands on the young adult population. This should be aimed at getting to a sustainable state but no government is planning for it. They only plan for the current electoral cycle.
Canada's tighter immigration policy divides the country • … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0041067624
Insult0.00806388
Profanity0.00951106
Threat0.0062008454
Severe Toxicity0.00059366226
Low Tox 0.012880214 Moderate Con 0.379 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …

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.