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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: "How easy is it to …" 182 comments · Page 8 of 8
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000047982103
Insult0.00018946108
Profanity0.000033756438
Threat0.000051154275
Severe Toxicity0.0000036213887
Low Tox 0.00050764723
Dec 8, 2025
It's very easy. DON'T GO.
It's very easy. DON'T GO.
· 7: Cluster #6
Close reading → Video sentiment →
Identity Attack0.00008052965
Insult0.00016733987
Profanity0.00001925225
Threat0.00003162804
Severe Toxicity0.0000022333454
Low Tox 0.00042921747
Dec 7, 2025 522 likes
🎉Absolutely only citizens living and working here should be entitled to this privilege of buying property or renting here. This will definitely easy the housing crisis.
🎉Absolutely only citizens living and working here should be entitled to this privilege of buying property or renting here. This will definitely easy the housing crisis.
· 2: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.00007378585
Insult0.00015759411
Profanity0.000017408156
Threat0.000022632797
Severe Toxicity0.0000021393364
Low Tox 0.000426631 Economic_Argument
Apr 18, 2025 2 likes
It's easy to avoid these new measures. Just don't go!
It's easy to avoid these new measures. Just don't go!
· 7: Cluster #6
Close reading → Video sentiment →
Identity Attack0.00006468682
Insult0.00013886449
Profanity0.000018829734
Threat0.00002442377
Severe Toxicity0.0000023537523
Low Tox 0.0003458605
Dec 8, 2025 58 likes
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
· 7: Cluster #6
Close reading → Discourse → Video sentiment →
Identity Attack0.000054141143
Insult0.00014066871
Profanity0.000019374196
Threat0.000027631757
Severe Toxicity0.0000023214413
Low Tox 0.00034546357 Call_To_Action
Dec 10, 2025
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what …
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what free looked like.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00007122219
Insult0.00013956765
Profanity0.000020931255
Threat0.000023746192
Severe Toxicity0.00000276584
Low Tox 0.00034268282 Comparative_Framing
Dec 10, 2025
Easiest decision ever: Just do not go, easy game.
Easiest decision ever: Just do not go, easy game.
· 7: Cluster #6
Close reading → Video sentiment →
Identity Attack0.000051215728
Insult0.00013661415
Profanity0.00001894642
Threat0.000024421348
Severe Toxicity0.0000026223538
Low Tox 0.00030922328
Dec 8, 2025 127 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.