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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: "diversity is canadas strength" 5 comments
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed because the culture of immigrants arent being considered. No diversity is not strength, its the coming together, the togetherness thats strength. Stop allow racist to say you are racist to stand up for your country. Canadians have grown weak for sure under liberal governance. This is your home. If Canada doesnt work out, immigrants can always go back to their homeland.
Identity Attack0.36702603
Insult0.24630153
Profanity0.027410502
Threat0.011327368
Severe Toxicity0.010223389
Moderate 0.32557452 Constructive 0.656
Oct 1, 2025 IRCC Names India in Study …
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
Identity Attack0.19890837
Insult0.089778624
Profanity0.014293353
Threat0.0076119336
Severe Toxicity0.0064849854
Low Tox 0.24442963 Moderate Con 0.315 Fear_Threat
Jun 16, 2025 1 likes How Canada broke its immigration …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon sk. the lady they exposed wore (whatever nationality) robes , a visible minority. they observed you exiting a new bmx suv (male driver). once they called her out she moved to another location where they recognized and exposed her again. diversity is not our strength, liberals saying "we're all immigrants" is ignorant. my ancestors and all those who came before, came to canada with nothing. no federal financial assistance, no housing, no hand outs. just sent west to undeveloped and unpopulated lands. the pioneers that came and built canada to what it is today lived in poverty in extreme conditions and worked themselves to the bone to provide for their families and build and settle canada. these new 'invaders' are not the same as the pioneers who built and shaped canada
Identity Attack0.09824528
Insult0.08484049
Profanity0.024472807
Threat0.008453408
Severe Toxicity0.0039482117
Low Tox 0.17631748 Constructive 0.646 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
This statement unfairly targets Indian immigrants and spreads harmful stereotypes. Indian Canadians contribute greatly to this country — in medicine, technology, education, and business. Canada’s strength comes from diversity and inclusion, not exclusion. Integration doesn’t …
This statement unfairly targets Indian immigrants and spreads harmful stereotypes. Indian Canadians contribute greatly to this country — in medicine, technology, education, and business. Canada’s strength comes from diversity and inclusion, not exclusion. Integration doesn’t mean erasing one’s culture; it means sharing values of respect, hard work, and community. Indians in Canada are law-abiding citizens who enrich Canadian society, not weaken it. Racism and division go against the Canadian values this article claims to defend.
Identity Attack0.13163337
Insult0.05144889
Profanity0.013405213
Threat0.007689608
Severe Toxicity0.0030899048
Low Tox 0.15545623 Constructive 0.658
Oct 29, 2025 IRCC Names India in Study …
diversity is canadas strength
diversity is canadas strength
Identity Attack0.0064006294
Insult0.007531876
Profanity0.0113727385
Threat0.0066733654
Severe Toxicity0.0010156631
Low Tox 0.012314741 Low Con 0.275 Moral_Argument
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …

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.