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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: "What are the rules for …" 288 comments · Page 12 of 12
The only reason why Canada is on the list is because Canada’s immigration accepts everyone therefore the rules apply
The only reason why Canada is on the list is because Canada’s immigration accepts everyone therefore the rules apply
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00031800044
Insult0.00027186234
Profanity0.00001863052
Threat0.000038987357
Severe Toxicity0.0000021811275
Low Tox 0.0009003914
Dec 11, 2025
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language …
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language Proficiency. This country is run by headless ppl. They have to enrol int. Students from other countries not only India. Iran , Sudan they give easy work permit and PR. But those who did Masters studies no points.
· 3: Cluster #2
Close reading → Discourse → Video sentiment →
Identity Attack0.000442064
Insult0.00022481215
Profanity0.00003744095
Threat0.000044459546
Severe Toxicity0.000002927076
Low Tox 0.00088779686 Policy_Critique
Apr 19, 2025 1 likes
Aside from Canada, what country doesn't protect their citizens. All countries have rules. Get over it.
Aside from Canada, what country doesn't protect their citizens. All countries have rules. Get over it.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0002134941
Insult0.00025708094
Profanity0.000023099614
Threat0.000034206943
Severe Toxicity0.0000019973663
Low Tox 0.00084893376
Dec 10, 2025 2 likes
If you want to avoid the new rules, just don't go to Magastan.
If you want to avoid the new rules, just don't go to Magastan.
· 11: Cluster #10
Close reading → Video sentiment →
Identity Attack0.00020226324
Insult0.00026642453
Profanity0.00003636607
Threat0.000039109203
Severe Toxicity0.0000021943258
Low Tox 0.000837633
Dec 7, 2025 245 likes
Yeah, Americans know what is flowing in from the border and should have strict rules. Canada has open borders.
Yeah, Americans know what is flowing in from the border and should have strict rules. Canada has open borders.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00035951016
Insult0.00021751392
Profanity0.0000218104
Threat0.000040304807
Severe Toxicity0.0000024835338
Low Tox 0.00083697226
Dec 7, 2025 4 likes
Not ever going back….don’t care about their border rules.
Not ever going back….don’t care about their border rules.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00013249363
Insult0.00025756942
Profanity0.000020693516
Threat0.000030080426
Severe Toxicity0.0000018404779
Low Tox 0.0007807034
Dec 8, 2025 7 likes
Going to another country you have to follow there laws and rules to enter
Going to another country you have to follow there laws and rules to enter
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000185453
Insult0.0002320824
Profanity0.000024876776
Threat0.000033165106
Severe Toxicity0.000002106121
Low Tox 0.0007618284 Moral_Argument
Dec 7, 2025 65 likes
If you don't like there rules don't go. It's there country and with our open border policy I understand it !!
If you don't like there rules don't go. It's there country and with our open border policy I understand it !!
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000097763776
Insult0.0002308188
Profanity0.000028693594
Threat0.000028212167
Severe Toxicity0.0000020699401
Low Tox 0.0006475463
Dec 9, 2025
PERMANENT. RESEDANTE. &. CITIZENSHIP. AFTER. 15. YEARS. RULE
PERMANENT. RESEDANTE. &. CITIZENSHIP. AFTER. 15. YEARS. RULE
· 12: Cluster #11
Close reading → Discourse → Video sentiment →
Identity Attack0.0000759023
Insult0.00018720262
Profanity0.000018797853
Threat0.000028204984
Severe Toxicity0.0000020259624
Low Tox 0.00046479775 Policy_Critique
Apr 15, 2025
Why care about new rules? I'm never going back 😂
Why care about new rules? I'm never going back 😂
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000067663575
Insult0.0001594451
Profanity0.000023979906
Threat0.000024808189
Severe Toxicity0.0000022832548
Low Tox 0.0004001966 Humor_Satire
Dec 9, 2025
What new rules?
What new rules?
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00006332955
Insult0.00015990308
Profanity0.000019253315
Threat0.000018506953
Severe Toxicity0.0000019735728
Low Tox 0.00038578015
Dec 7, 2025 6 likes
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
· 6: Cluster #5
Close reading → Discourse → Video sentiment →
Identity Attack0.00008250188
Insult0.00013035386
Profanity0.000020754725
Threat0.000023985875
Severe Toxicity0.0000028491775
Low Tox 0.00034495955 Question
Dec 10, 2025
Their immigration policy affects those that did not actually become citizens but chose to live their with the benefits allowed under old rules.
Their immigration policy affects those that did not actually become citizens but chose to live their with the benefits allowed under old rules.
· 3: Cluster #2
Close reading → Video sentiment →
Identity Attack0.00007043143
Insult0.00013858802
Profanity0.000014621382
Threat0.000018208415
Severe Toxicity0.000002354967
Low Tox 0.00033603708
Apr 14, 2025 27 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.