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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: "Thank you liberals and ndp …" 4 comments
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
LILLEY UNLEASHED: The fall of Canada’s once enviable … · 6: Cluster #5
Close reading → Discourse → Video sentiment →
Identity Attack0.054763943
Insult0.07270074
Profanity0.014703264
Threat0.008945347
Severe Toxicity0.004310608
Low Tox 0.17371799 Low Con 0.252 Call_To_Action
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Thank a liberal/ NDP for immigration.
Thank a liberal/ NDP for immigration.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.02238941
Insult0.019741343
Profanity0.011475217
Threat0.0069646453
Severe Toxicity0.001783371
Low Tox 0.050821137 Moderate Con 0.316
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thank you liberals and ndp for this
Thank you liberals and ndp for this
Inside Canada's Indian Invasion... · 23: Cluster #22
Close reading → Discourse → Video sentiment →
Identity Attack0.0070665907
Insult0.013630914
Profanity0.012107162
Threat0.0068869707
Severe Toxicity0.0012779236
Low Tox 0.023553278 Moderate Con 0.334 Policy_Critique
Jan 27, 2026 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.