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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.

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Active: "When will the American government, …" 30 comments · Page 2 of 2
Dave Chappelle’s mother, Dr. Yvonne Seon (née Reed), was not a spy, but she did have a very unusual background that sometimes sparks those rumors. Here’s what’s known: Academic & Diplomatic Work: Dr. Seon was …
Dave Chappelle’s mother, Dr. Yvonne Seon (née Reed), was not a spy, but she did have a very unusual background that sometimes sparks those rumors. Here’s what’s known: Academic & Diplomatic Work: Dr. Seon was an academic and later became one of the first African American women to be ordained in the Unitarian Universalist Church. She earned her PhD and worked in higher education. Congo Connection: In the early 1960s, after Congo’s independence, she worked with the Congolese government under Patrice Lumumba. She served in the Ministry of Foreign Affairs and helped establish Congo’s diplomatic mission in Washington, D.C. Spy Rumors: Because this was during the Cold War — when the U.S. and CIA were deeply involved in Congo (including in Lumumba’s downfall) — people sometimes speculate about Americans who were there. That’s likely why the “spy” rumor exists. But there’s no credible evidence that Dave Chappelle’s mother was a spy. The record shows she was a diplomat, scholar, and educator, not an intelligence agent.
Identity Attack0.022992345
Insult0.024768941
Profanity0.018734055
Threat0.00789674
Severe Toxicity0.0016403198
Low Tox 0.055274166 Constructive 0.618
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
Identity Attack0.022992345
Insult0.015264924
Profanity0.014532468
Threat0.0063950317
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.729 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
This was predictable….Liberal government likes to pardon violent criminals and give them PR / Citizenship…meanwhile if an American trying to enter Canada but convicted of drug possession, they are sent back. SMH .
This was predictable….Liberal government likes to pardon violent criminals and give them PR / Citizenship…meanwhile if an American trying to enter Canada but convicted of drug possession, they are sent back. SMH .
Identity Attack0.0007528125
Insult0.0058116526
Profanity0.000082267376
Threat0.00040499697
Severe Toxicity0.0000038061758
Low Tox 0.019867316
Dec 9, 2025
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
Identity Attack0.00011800841
Insult0.0001926306
Profanity0.00002129382
Threat0.000029325547
Severe Toxicity0.0000021946837
Low Tox 0.0005632492
Dec 7, 2025 22 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.