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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: "I agree that this is …" 204 comments · Page 9 of 9
Agreed.
Agreed.
BATRA’S BURNING QUESTIONS: Canada’s absent and clueless Immigration … · 43: Cluster #42
Close reading → Video sentiment →
Identity Attack0.0010220658
Insult0.0061543677
Profanity0.009920971
Threat0.006039023
Severe Toxicity0.00062942505
Low Tox 0.0051520853 Constructive 0.511
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Agreed Michelle!
Agreed Michelle!
'We do know that there's a lot of … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.0007862045
Insult0.0062113684
Profanity0.009579378
Threat0.005744507
Severe Toxicity0.00061035156
Low Tox 0.004680858 Constructive 0.527 Meta_Commentary
Feb 24, 2026 'We do know that there's …
I am a Canadian and I agree with this. We should also do the same
I am a Canadian and I agree with this. We should also do the same
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00013110391
Insult0.00014484995
Profanity0.000022707774
Threat0.000032313368
Severe Toxicity0.0000022891045
Low Tox 0.00046760857
Dec 11, 2025
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000053683372
Insult0.00012659596
Profanity0.000018385608
Threat0.000019574416
Severe Toxicity0.0000026482826
Low Tox 0.00028052746 Economic_Argument
Apr 14, 2025 21 likes

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.