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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 #}

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: "I don't have coverage for …" 17 comments
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival. 2. Denied claimants keep their health benefits. TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted. 3. There are 500,000 "lost" people due for deportation. FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000. 4. Refugees get dental and vision care that some Canadians don't. TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children. 5. 10,000 people "vanish" from the system annually. UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Identity Attack0.10221587
Insult0.802824
Profanity0.6919765
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.8629672 Constructive 0.712 Insult Unverified_Claim
Dec 21, 2025 Thousands of refugees allowed into …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Asylum seekers should not get any coverage at all.
Asylum seekers should not get any coverage at all.
Identity Attack0.293411
Insult0.06953252
Profanity0.029186781
Threat0.013217449
Severe Toxicity0.010604858
Low Tox 0.2854903 Low Con 0.189 Policy_Critique
Feb 24, 2026 8 likes 'We do know that there's …
Nice shoot 🤳👍 YOUR efforts and Coverage All About 🤔 😎....🤗..👍🤳
Nice shoot 🤳👍 YOUR efforts and Coverage All About 🤔 😎....🤗..👍🤳
Identity Attack0.0071405866
Insult0.0279513
Profanity0.06145202
Threat0.34804323
Severe Toxicity0.01986976
Low Tox 0.25462922 Moderate Con 0.454
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for the coverage on this issue that has been running rampant here. No one wants to speak up beacuse they dont want to be called racist
Thank you for the coverage on this issue that has been running rampant here. No one wants to speak up beacuse they dont want to be called racist
Identity Attack0.084182754
Insult0.06826523
Profanity0.032894265
Threat0.0074436385
Severe Toxicity0.004081726
Low Tox 0.19029272 Constructive 0.566 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you do not have coverage from your company you have to pay but refugees get free
If you do not have coverage from your company you have to pay but refugees get free
Identity Attack0.056582913
Insult0.019483518
Profanity0.016479544
Threat0.0076766624
Severe Toxicity0.0021839142
Low Tox 0.09568449 Moderate Con 0.346 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly and yearly. So I find it unfair when people work under the table. However, I've noticed that some students, who never attend their classes, end up in high positions with well-paying jobs at big companies. Meanwhile, I can't count how many refugees and immigrants are in low-income brackets, receiving 100% coverage for their medication and a monthly allowance from the government. In contrast, Canadian senior citizens still have to pay 20-30% of their medication costs and don't get the same privileges when it comes to their essentials. It frustrates me that the government makes our senior citizens suffer at retirement age, even after they've worked so hard for so many years. Yet they still struggle to pay for their own medication and necessities. I've encountered many rude refugees and people on income support from other countries who feel entitled to special treatment just because they are under government programs. Ironically, some of them come wearing luxury clothes and bags—like Gucci and Louis Vuitton. As I said, I am an immigrant too, but my heart goes out to those who have fully earned the support and benefits they deserve.
Identity Attack0.027011903
Insult0.024768941
Profanity0.01402008
Threat0.006543908
Severe Toxicity0.0014591217
Low Tox 0.05725329 Constructive 0.87 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
I don't have coverage for physiotherapy which I could really use. I have to pay out of pocket for all of it. Why do asylum seekers get it for free?
I don't have coverage for physiotherapy which I could really use. I have to pay out of pocket for all of it. Why do asylum seekers get it for free?
Identity Attack0.02138452
Insult0.018774498
Profanity0.013336895
Threat0.006194372
Severe Toxicity0.0012779236
Low Tox 0.054531995 Constructive 0.64 Economic_Argument
Feb 24, 2026 86 likes 'We do know that there's …
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 …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
No non Canadian should get more than tax paying Canadian citizens Feel different? Then you pay for their coverage
No non Canadian should get more than tax paying Canadian citizens Feel different? Then you pay for their coverage
Identity Attack0.023193322
Insult0.01465692
Profanity0.00995513
Threat0.0061749537
Severe Toxicity0.0011634827
Low Tox 0.03875561 Low Con 0.299 Identity_Assertion
Feb 25, 2026 'We do know that there's …
are there any other good youtubers or sources for coverage of this issue?
are there any other good youtubers or sources for coverage of this issue?
Identity Attack0.006770608
Insult0.0115029
Profanity0.020783609
Threat0.009359611
Severe Toxicity0.0018501282
Low Tox 0.03309893 Moderate Con 0.314 Question
Jan 23, 2026 Thousands of refugees allowed into …
Wow just be happy you have coverage my peoples 🇨🇦💯🇨🇦
Wow just be happy you have coverage my peoples 🇨🇦💯🇨🇦
Identity Attack0.009619443
Insult0.011768902
Profanity0.02167175
Threat0.008815889
Severe Toxicity0.002374649
Low Tox 0.028856417 Moderate Con 0.406 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
Broooooooooo I’ve been waiting for this for years!!! Not even from Canada and I’ve been yearning for this coverage
Broooooooooo I’ve been waiting for this for years!!! Not even from Canada and I’ve been yearning for this coverage
Identity Attack0.007880543
Insult0.00979289
Profanity0.014122557
Threat0.0067834044
Severe Toxicity0.0011968613
Low Tox 0.023906821 Moderate Con 0.496 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU, finally some coverage on this
THANK YOU, finally some coverage on this
Identity Attack0.003921773
Insult0.008994885
Profanity0.015113175
Threat0.008505191
Severe Toxicity0.0016021729
Low Tox 0.017718147 Moderate Con 0.428 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Need more coverage on toronto
Need more coverage on toronto
Identity Attack0.003348306
Insult0.007645877
Profanity0.010535837
Threat0.0068999166
Severe Toxicity0.0008535385
Low Tox 0.011497946 Moderate Con 0.306 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers …
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers essential medical services, but some supplemental benefits will require co-payments starting May 1, 2026"
Identity Attack0.0034592997
Insult0.006344369
Profanity0.0092292465
Threat0.0059937127
Severe Toxicity0.00047683716
Low Tox 0.006722843 Constructive 0.516 Question
Feb 17, 2026 LILLEY UNLEASHED: The fall of …

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.