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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: "Oh, my God. I want …" 4 comments
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
IRCC Names India in Study Permit Fraud | … · 3: Cluster #2
Close reading → Discourse → Video sentiment →
Identity Attack0.018470341
Insult0.16846494
Profanity0.09583591
Threat0.2836219
Severe Toxicity0.015931819
Moderate 0.3389984 Low Con 0.251 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the employees are Canadian, and the rest are mostly Indians and refugees (from Syria, Laos, Vietnam, etc.). I think that when people don't want to accept the laws and want to live outside the law, they choose refugee status, doing whatever they want and trying to cheat the system. Canadian employers then find an opportunity to line their pockets with cheap labor, harming Canadians themselves. My view of Canada is like living on a pirate ship in the 21st century...bye, bye Canada... God help the Canadians.
Thousands of refugees allowed into Canada through online … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.16801116
Insult0.070799805
Profanity0.06546012
Threat0.008155655
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.617
Nov 22, 2025 Thousands of refugees allowed into …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to work, then meet at the tavern, then at the weekend you go to a restaurant? And then what? Wait to die? Is this really a culture? And you want people to adapt this culture. Oh my God
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.044612918
Insult0.031036375
Profanity0.01535229
Threat0.011275585
Severe Toxicity0.0034713745
Low Tox 0.11223003 Moderate Con 0.456
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
How much do refugees and immigrants get in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.008028535
Insult0.025413504
Profanity0.029596692
Threat0.0066151097
Severe Toxicity0.0023078918
Low Tox 0.08716487 Low Con 0.277
Sep 21, 2018 4 likes How much do refugees and …

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.