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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

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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 #}

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Active: "will the costs of the …" 265 comments · Page 9 of 11
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Why should they cost Canadians anything, stop people polution.
Why should they cost Canadians anything, stop people polution.
Identity Attack0.019073274
Insult0.016784932
Profanity0.010518758
Threat0.008738215
Severe Toxicity0.0016021729
Low Tox 0.049089402 Low Con 0.262
Dec 25, 2018 How much do refugees and …
Integration is key for Canada as a multicultural country to coexist. Immigration needs reforming i.e.no cash jobs whatsoever, intl students will have to intl student fees, no handouts to asylum seekers who aren't from a …
Integration is key for Canada as a multicultural country to coexist. Immigration needs reforming i.e.no cash jobs whatsoever, intl students will have to intl student fees, no handouts to asylum seekers who aren't from a war torn country. Highschoolers must be given priority in local jobs, it's up to the franchise owners to work their schedules up. It's ok if the cost of the product increases. This will help wages keep up with inflation. No free pregnancy trips, if you want to have your child born here make sure you pay up.
Identity Attack0.02238941
Insult0.020837102
Profanity0.012175481
Threat0.0067769317
Severe Toxicity0.0016117096
Low Tox 0.048099842 Constructive 0.585 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
IMMIGRATION OPTIONS / TRUTH ABOUT IMMIGRATION & IMMIGRANTS 1. Express Entry (skilled workers) • No settlement cash on arrival • Eligible for provincial health insurance (after waiting period) • Eligible for employment insurance (EI) after …
IMMIGRATION OPTIONS / TRUTH ABOUT IMMIGRATION & IMMIGRANTS 1. Express Entry (skilled workers) • No settlement cash on arrival • Eligible for provincial health insurance (after waiting period) • Eligible for employment insurance (EI) after working • Access to free settlement services (language training, job help) • Eligible for social assistance (welfare) only if unemployed and meeting provincial rules 2. Provincial Nominee Programs (PNP) • Same benefits as Express Entry once PR is granted • Free settlement and employment services • Provincial welfare only if financially eligible • No free housing or tickets 3. Quebec immigration programs • Quebec health insurance (RAMQ) • Free French language courses (often with small allowances) • Settlement services • Social assistance if eligible • No free tickets or housing by default 4. Family sponsorship • Sponsored person gets PR benefits (health care, settlement services) • Sponsor is financially responsible (government usually does NOT pay welfare) • No free housing or travel • Parents/grandparents have limited access to benefits initially 5. Work permit → PR • No welfare while on work permit • Employer-paid salary only • Health insurance varies by province • After PR: same benefits as other permanent residents • No accommodation or tickets 6. Study → work → PR • No welfare for students • Students pay tuition and living costs • Limited work income allowed • After PR: eligible for health care, settlement services, welfare if needed 7. Business / Start-Up Visa / entrepreneur programs • No welfare or housing support • Must prove sufficient funds • Access to public health care after PR • No tickets, no accommodation 8. Caregiver and sector-specific programs • Paid employment (salary) • Health insurance coverage • Settlement services • Welfare only after PR and if eligible • No free housing unless employer provides it 9. Refugee and humanitarian programs • Government-assisted refugees may receive: • Temporary income support • Temporary housing or housing assistance • Basic living allowance • Health coverage (IFHP) • Settlement services • Sometimes travel loans (not free tickets; must be repaid) • Privately sponsored refugees supported by sponsors, not government
Identity Attack0.025002124
Insult0.018001022
Profanity0.013678487
Threat0.0069516995
Severe Toxicity0.0025177002
Low Tox 0.04785245 Constructive 0.605 Question
Dec 25, 2025 Deportations From Canada at Their …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates more jobs. I don't care how much it costs, we can always raise taxes. On top of that, Lena Diab has great salad recipes..!
Identity Attack0.01766643
Insult0.020321451
Profanity0.012312118
Threat0.0067186756
Severe Toxicity0.0013446808
Low Tox 0.04760506 Constructive 0.837 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
All for Liberal Votes At Any Cost!
All for Liberal Votes At Any Cost!
Identity Attack0.01374736
Insult0.018452216
Profanity0.01261955
Threat0.008919456
Severe Toxicity0.0020217896
Low Tox 0.046368107 Low Con 0.138
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
High immigration. High housing costs. High food prices. Thank a Liberal voter.
High immigration. High housing costs. High food prices. Thank a Liberal voter.
Identity Attack0.020279141
Insult0.015188923
Profanity0.009639157
Threat0.0063626673
Severe Toxicity0.0013542175
Low Tox 0.044141594 Moderate Con 0.422 Economic_Argument
Jun 20, 2025 129 likes How Canada broke its immigration …
How a student get approved for a car loan they are only allowed to work 20hrs per week .how these finance companies are issues loan for a student who is only here for 2 year …
How a student get approved for a car loan they are only allowed to work 20hrs per week .how these finance companies are issues loan for a student who is only here for 2 year program ? Once they leave common canadian citizen have toobserved the cost . Financials insituation are to be blame for all the mess.
Identity Attack0.007954539
Insult0.022577424
Profanity0.011133623
Threat0.0063497215
Severe Toxicity0.00096321106
Low Tox 0.04315203 Moderate Con 0.466
Sep 28, 2025 7 likes IRCC Names India in Study …
funny to mention the costs for the deportations, not a single word on the costs saved...
funny to mention the costs for the deportations, not a single word on the costs saved...
Identity Attack0.014048826
Insult0.013516913
Profanity0.009869732
Threat0.006977591
Severe Toxicity0.0011014938
Low Tox 0.04290464 Low Con 0.273
Dec 31, 2025 Deportations From Canada at Their …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per day per person to track them down. This should be deducted from the Liberal party's salary and not the tax payers! Or better yet, seize/freeze Trudeau's bank account/pension!!!!
Identity Attack0.006955597
Insult0.017292
Profanity0.0103821205
Threat0.008311004
Severe Toxicity0.0013446808
Low Tox 0.041915078 Constructive 0.637
Sep 29, 2025 IRCC Names India in Study …
⚔️The immigration agents work 24/7, and get paid no matter what they do. So why are their earnings connected to the costs of deportations or application processes?🛡️
⚔️The immigration agents work 24/7, and get paid no matter what they do. So why are their earnings connected to the costs of deportations or application processes?🛡️
Identity Attack0.02439919
Insult0.01306091
Profanity0.010604155
Threat0.0062137907
Severe Toxicity0.0010299683
Low Tox 0.04166769 Moderate Con 0.314 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Why is the cost of deportation even relevant?
Why is the cost of deportation even relevant?
Identity Attack0.014149316
Insult0.010248893
Profanity0.011680172
Threat0.007754337
Severe Toxicity0.0012207031
Low Tox 0.038991302 Low Con 0.196
Dec 28, 2025 Deportations From Canada at Their …
start training canadians, pay and living wage, and make the cost of living so actual canadians can have children. THERE IS NO LABOUR SHORTAGE, THERE IS A LIVING WAGE SHORTAGE
start training canadians, pay and living wage, and make the cost of living so actual canadians can have children. THERE IS NO LABOUR SHORTAGE, THERE IS A LIVING WAGE SHORTAGE
Identity Attack0.017163984
Insult0.013858915
Profanity0.009630617
Threat0.0064532873
Severe Toxicity0.0011491776
Low Tox 0.03639866 Low Con 0.27 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. Taking the money and running out of Canada with it.
Identity Attack0.0068446035
Insult0.018581128
Profanity0.010962827
Threat0.0065050707
Severe Toxicity0.0009584427
Low Tox 0.036162965 Constructive 0.539 Economic_Argument
Oct 11, 2025 IRCC Names India in Study …
It only makes benefit for capitalists to bring down the hiring costs
It only makes benefit for capitalists to bring down the hiring costs
Identity Attack0.011025362
Insult0.014580919
Profanity0.013234417
Threat0.006874025
Severe Toxicity0.0010251999
Low Tox 0.034748793 Low Con 0.148 Economic_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Don't care if it costs us 10 billion dollars
Don't care if it costs us 10 billion dollars
Identity Attack0.00258985
Insult0.013668913
Profanity0.016821137
Threat0.0069516995
Severe Toxicity0.0012111664
Low Tox 0.034748793 Low Con 0.172 Call_To_Action
Dec 25, 2025 Deportations From Canada at Their …
IMO France 24's reporting is a little confused on this issue. You're getting the perspective of 1) immigrants that have been denied a path to citizenship and 2) corporations that can't offer attractive wages to …
IMO France 24's reporting is a little confused on this issue. You're getting the perspective of 1) immigrants that have been denied a path to citizenship and 2) corporations that can't offer attractive wages to Canadians. We have far too many companies whose business model is that Canada should be a low-cost labour source, i.e. they've invested in a future supporting immigrants and not Canadians.
Identity Attack0.023595277
Insult0.013782915
Profanity0.009852652
Threat0.0059904763
Severe Toxicity0.0010585785
Low Tox 0.034277402 Constructive 0.713 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
No benefit for Canadian citizen's just higher cost to working Canadian's / retired Canadian citizens forced to go back to work.
No benefit for Canadian citizen's just higher cost to working Canadian's / retired Canadian citizens forced to go back to work.
Identity Attack0.017766917
Insult0.013668913
Profanity0.009263406
Threat0.006589218
Severe Toxicity0.0011205673
Low Tox 0.033806015 Moderate Con 0.365
Jan 12, 2026 11 likes Canada’s new rules in 2026
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Identity Attack0.00725158
Insult0.017485369
Profanity0.010672474
Threat0.0069516995
Severe Toxicity0.0010490417
Low Tox 0.03357032 Low Con 0.247 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
None of these costs would have been incurred if the Trudeau government hadn't completely failed at its job.
None of these costs would have been incurred if the Trudeau government hadn't completely failed at its job.
Identity Attack0.0024418586
Insult0.019161236
Profanity0.00995513
Threat0.0060066585
Severe Toxicity0.0006866455
Low Tox 0.03192045 Low Con 0.166 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
Vassey has a job to do but asking questions about how many false claims and how much they cost is irrelevant frankly. Whether it’s 10 of millions or 100 millions, it’s wrong and needs to …
Vassey has a job to do but asking questions about how many false claims and how much they cost is irrelevant frankly. Whether it’s 10 of millions or 100 millions, it’s wrong and needs to be fixed.
Identity Attack0.002034882
Insult0.01961243
Profanity0.010552917
Threat0.006589218
Severe Toxicity0.0007009506
Low Tox 0.03192045 Moderate Con 0.46 Policy_Critique
Feb 24, 2026 53 likes 'We do know that there's …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Can't say it costs because keeping them here cost even more.
Can't say it costs because keeping them here cost even more.
Identity Attack0.006992595
Insult0.012072904
Profanity0.011782649
Threat0.007741391
Severe Toxicity0.0011920929
Low Tox 0.029799197 Moderate Con 0.313
Dec 28, 2025 2 likes Deportations From Canada at Their …

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.