Skip to content
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: "The Liberals have destroyed our …" 104 comments · Page 5 of 5
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0018554581
Insult0.045218043
Profanity0.0005508565
Threat0.00457396
Severe Toxicity0.000010511292
Low Tox 0.13473196 Policy_Critique
Apr 15, 2025 1 likes
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When Canada was successful it was when government was careful with who was allowed in, best of the best and in small numbers. The Liberals destroyed that system and overloaded our infrastructure, increased crime, removed …
When Canada was successful it was when government was careful with who was allowed in, best of the best and in small numbers. The Liberals destroyed that system and overloaded our infrastructure, increased crime, removed jobs for youth, etc.
LILLEY UNLEASHED: The fall of Canada’s once enviable … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.027011903
Insult0.036214896
Profanity0.010945748
Threat0.007974415
Severe Toxicity0.0018119812
Low Tox 0.10089093 Constructive 0.511 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0053276913
Insult0.0314771
Profanity0.01442999
Threat0.009307829
Severe Toxicity0.0014877319
Low Tox 0.08874765 Moderate Con 0.389 Humor_Satire
Feb 28, 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.