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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
Active: "No I chose this because …" 32 comments · Page 2 of 2
What's the point to immigrate if you refuse to assimilate the culture where you chose to live.
What's the point to immigrate if you refuse to assimilate the culture where you chose to live.
Identity Attack0.034558404
Insult0.012338906
Profanity0.013712646
Threat0.0066668927
Severe Toxicity0.001373291
Low Tox 0.050821137 Moderate Con 0.334
Dec 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Identity Attack0.0068446035
Insult0.012300906
Profanity0.009519599
Threat0.0063626673
Severe Toxicity0.00074863434
Low Tox 0.02072494 Moderate Con 0.344
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Canada’s fertility rate collapsed to ~1.25 (historic low). Instead of supporting families, housing, and wages, government chose population replacement via mass immigration. That’s not demographic policy — that’s demographic outsourcing.
Canada’s fertility rate collapsed to ~1.25 (historic low). Instead of supporting families, housing, and wages, government chose population replacement via mass immigration. That’s not demographic policy — that’s demographic outsourcing.
Identity Attack0.005956655
Insult0.008291881
Profanity0.008887654
Threat0.006039023
Severe Toxicity0.0006008148
Low Tox 0.014639461 Moderate Con 0.427 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Je ne pense pas que c'est une bonne chose.
Je ne pense pas que c'est une bonne chose.
Identity Attack0.00018730164
Insult0.0077408776
Profanity0.008844955
Threat0.005260659
Severe Toxicity0.00023722649
Low Tox 0.0045866123 Moderate Con 0.355 Moral_Argument
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
I’m flying to Mexico and then to Japan. I spasticity chose flights that didn’t have layovers in the United States. It cost more but it’s worth it
I’m flying to Mexico and then to Japan. I spasticity chose flights that didn’t have layovers in the United States. It cost more but it’s worth it
Identity Attack0.0033602428
Insult0.0004533838
Profanity0.000038152957
Threat0.00007659749
Severe Toxicity0.0000031243146
Low Tox 0.0021526632
Dec 8, 2025 1 likes
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.
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.