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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.

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Search comment text, filter by category or toxicity level
Active: "You have been taking advantage …" 60 comments · Page 3 of 3
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
Now talk about the real problem. The housing issues, the big corporations taking advantage of the housing in Canada, and the companies that are exploiting temporary foreign workers by paying them low wages and taking …
Now talk about the real problem. The housing issues, the big corporations taking advantage of the housing in Canada, and the companies that are exploiting temporary foreign workers by paying them low wages and taking advantage of their immigration status.
Identity Attack0.033527173
Insult0.019225692
Profanity0.010108846
Threat0.006653947
Severe Toxicity0.0012874603
Low Tox 0.05354243 Constructive 0.513
Jun 19, 2025 10 likes How Canada broke its immigration …
Allowing parents and grandparents in, who contributed and will not contribute but only take is a major problem. Canadas bleeding heart caused this and was taken advantage of
Allowing parents and grandparents in, who contributed and will not contribute but only take is a major problem. Canadas bleeding heart caused this and was taken advantage of
Identity Attack0.014350293
Insult0.023221988
Profanity0.010552917
Threat0.0066215824
Severe Toxicity0.0013160706
Low Tox 0.05255287 Moderate Con 0.348 Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Identity Attack0.020580608
Insult0.01929015
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0012016296
Low Tox 0.04686289 Moderate Con 0.389
Dec 28, 2025 1 likes Deportations From Canada at Their …
Many people they just take advantage their failure to conflict that that’s how they benefit anyhow I hope we all get along together without blaming anybody
Many people they just take advantage their failure to conflict that that’s how they benefit anyhow I hope we all get along together without blaming anybody
Identity Attack0.005364689
Insult0.018516673
Profanity0.015557245
Threat0.0069516995
Severe Toxicity0.0010299683
Low Tox 0.03969839 Moderate Con 0.436 Solidarity
Aug 25, 2025 Why Canadians Are Turning Against …
Im just glad they are safe it must feel good as a man too finally get paid for the hard work they can do in a day. But I'm sure there is someone out there …
Im just glad they are safe it must feel good as a man too finally get paid for the hard work they can do in a day. But I'm sure there is someone out there that is going to take advantage of them by paying for cheap labor.
Identity Attack0.0068076057
Insult0.018967867
Profanity0.012551232
Threat0.0067057298
Severe Toxicity0.0008535385
Low Tox 0.039462693 Constructive 0.719
Sep 5, 2018 How much do refugees and …
They're taking advantage of Canadian kindness
They're taking advantage of Canadian kindness
Identity Attack0.02048012
Insult0.014314918
Profanity0.0128245065
Threat0.0067057298
Severe Toxicity0.0012397766
Low Tox 0.036634352 Moderate Con 0.303 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Taking advantage of a system is not to your benefit. Time to go .
Taking advantage of a system is not to your benefit. Time to go .
Identity Attack0.0024788564
Insult0.014808921
Profanity0.012277958
Threat0.0071717775
Severe Toxicity0.0010681152
Low Tox 0.036162965 Low Con 0.24 Moral_Argument
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
They atleast work, unlike other communities that take advantage of welfare
They atleast work, unlike other communities that take advantage of welfare
Identity Attack0.008768492
Insult0.010970897
Profanity0.010655395
Threat0.0057703983
Severe Toxicity0.00064373016
Low Tox 0.02449606 Moderate Con 0.302 Identity_Assertion
Jan 27, 2026 1 likes 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.