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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: "Its called karma after they …" 4 comments
How ironic for a white person to speak on colonization and “their country” being taken over by non whites. White people have colonized every freakin continent and called it theirs and now when it’s done …
How ironic for a white person to speak on colonization and “their country” being taken over by non whites. White people have colonized every freakin continent and called it theirs and now when it’s done to them they don’t like it or feel safe then got all sorts or derogatory and racist remarks for these groups. It’s called karma. Ask the Indians about that😂😂😂😂😂😂😂😂😂😂 😂😂😂
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.57554024
Insult0.45135358
Profanity0.46460027
Threat0.028897164
Severe Toxicity0.18844056
Moderate 0.5885171 Moderate Con 0.432 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero …
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero stone worshippers,who are living in South india.Mostly tribals and dravidian believers. Even still they adopted by aryanized religious practices, they never accept karma.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.41052565
Insult0.3388922
Profanity0.14666493
Threat0.04132889
Severe Toxicity0.023317307
Moderate 0.36095104 Moderate Con 0.409 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Inside Canada's Indian Metropolis (Brampton) · 9: Cluster #8
Close reading → Discourse → Video sentiment →
Identity Attack0.16373143
Insult0.1378885
Profanity0.022354934
Threat0.008466354
Severe Toxicity0.00667572
Low Tox 0.2359567 Low Con 0.212 Moral_Argument
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's called Karma, it keeps giving no matter how long.😅😅
It's called Karma, it keeps giving no matter how long.😅😅
Inside Canada's Indian Invasion... · 248: Cluster #247
Close reading → Discourse → Video sentiment →
Identity Attack0.0029783275
Insult0.014884921
Profanity0.017777596
Threat0.007754337
Severe Toxicity0.0017166138
Low Tox 0.043399423 Moderate Con 0.355 Humor_Satire
Feb 26, 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.