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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

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Active: "All of this just benefits …" 268 comments · Page 11 of 11
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
Identity Attack0.001276426
Insult0.008462882
Profanity0.009920971
Threat0.006861079
Severe Toxicity0.0005555153
Low Tox 0.0131943645 Moderate Con 0.35 Call_To_Action
Feb 26, 2026 28 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada would be benefited by becoming the 51st state.
Canada would be benefited by becoming the 51st state.
Identity Attack0.0052906936
Insult0.007816878
Profanity0.010279642
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.012754552 Low Con 0.166 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada needs to step back and reassess the plan for immigration and refugees. Housing, jobs, healthcare, education, cost of living, and in general all resources are already strained. We need to prioritize the application for …
Canada needs to step back and reassess the plan for immigration and refugees. Housing, jobs, healthcare, education, cost of living, and in general all resources are already strained. We need to prioritize the application for citizenship of trained and educated workers that are needed and will benefit our economy.
Identity Attack0.0057346676
Insult0.0075698765
Profanity0.009015751
Threat0.0061749537
Severe Toxicity0.0005865097
Low Tox 0.011874928 Constructive 0.577
Nov 27, 2025 Quebec Ends Economic Immigration Program …
You forgot the Canada Child Benefit
You forgot the Canada Child Benefit
Identity Attack0.0038107792
Insult0.008310881
Profanity0.010194245
Threat0.0059969495
Severe Toxicity0.00057697296
Low Tox 0.011372286 Low Con 0.266
Oct 25, 2017 3 likes How much do refugees and …
Canada benefits from this somehow.
Canada benefits from this somehow.
Identity Attack0.0042917514
Insult0.007797878
Profanity0.010604155
Threat0.006317357
Severe Toxicity0.00069618225
Low Tox 0.010806813 Low Con 0.256 Economic_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
Just cut the benefits and make people work and pay tax for atleast 10-15yrs to get stuffs free.
Just cut the benefits and make people work and pay tax for atleast 10-15yrs to get stuffs free.
Identity Attack0.0013226734
Insult0.007778878
Profanity0.009664777
Threat0.0065633263
Severe Toxicity0.0005698204
Low Tox 0.010618322 Low Con 0.265
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
In no situations should anyone be getting for free better health benefit than tax payers.
In no situations should anyone be getting for free better health benefit than tax payers.
Identity Attack0.0020256327
Insult0.00813988
Profanity0.009545219
Threat0.0058707283
Severe Toxicity0.0005364418
Low Tox 0.010555492 Low Con 0.261 Moral_Argument
Feb 23, 2026 84 likes 'We do know that there's …
The CRA auto tax eh. I doubt its so they can assure you get all the benefits qualified for. Pretty sure this is a test. Then full rollout
The CRA auto tax eh. I doubt its so they can assure you get all the benefits qualified for. Pretty sure this is a test. Then full rollout
Identity Attack0.0016649036
Insult0.007949878
Profanity0.01086035
Threat0.0062267366
Severe Toxicity0.00061035156
Low Tox 0.009801528 Moderate Con 0.305
Jan 12, 2026 2 likes Canada’s new rules in 2026
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Identity Attack0.008180447
Insult0.0014411219
Profanity0.000020158452
Threat0.00014765137
Severe Toxicity0.0000027731217
Low Tox 0.0092437975 Economic_Argument
Apr 16, 2025 83 likes
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization …
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization payments.
Identity Attack0.0021273769
Insult0.007911879
Profanity0.008785176
Threat0.0059678215
Severe Toxicity0.00044822693
Low Tox 0.009110395 Moderate Con 0.409
Jan 4, 2026 1 likes New rules, regulations take effect …
"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 …
Every improvement and benefit and tax reduction helps! Thank you Canada!
Every improvement and benefit and tax reduction helps! Thank you Canada!
Identity Attack0.0027008436
Insult0.0067338715
Profanity0.008964512
Threat0.006003422
Severe Toxicity0.0005340576
Low Tox 0.0066285976 Constructive 0.534
Jan 12, 2026 Canada’s new rules in 2026
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't …
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't work and profit from the money give from government about time Canada put is pants
Identity Attack0.0009662133
Insult0.0003654069
Profanity0.000018763858
Threat0.000044705364
Severe Toxicity0.000002284261
Low Tox 0.0016209123 Economic_Argument
Apr 19, 2025 1 likes
Is the NEW Immigrants ( Refugees Claimants, asylum seekers, foreign workers and foreign students abusing of the GOB. Benefits and liying with the legal documents. And taking away are JOBS.😡 We don't need MORE New …
Is the NEW Immigrants ( Refugees Claimants, asylum seekers, foreign workers and foreign students abusing of the GOB. Benefits and liying with the legal documents. And taking away are JOBS.😡 We don't need MORE New Immigrants We are enough with are CANADIENSE citizens🇨🇦.
Identity Attack0.0005027372
Insult0.00024303119
Profanity0.000014654734
Threat0.000031428724
Severe Toxicity0.0000022643567
Low Tox 0.000949252 Unverified_Claim
Apr 16, 2025 1 likes
Foreign students only benefit Canada if they can pay their own way, with their own money!! 🧨🎇✨️🎗🎋
Foreign students only benefit Canada if they can pay their own way, with their own money!! 🧨🎇✨️🎗🎋
Identity Attack0.00018596917
Insult0.00017774377
Profanity0.000020924808
Threat0.000043029144
Severe Toxicity0.0000022321017
Low Tox 0.0006534234
Apr 16, 2025 1 likes
They can apply refugees and get better benefits. 😂😂😂
They can apply refugees and get better benefits. 😂😂😂
Identity Attack0.00012032221
Insult0.00014304256
Profanity0.000016455657
Threat0.000042723063
Severe Toxicity0.0000024492285
Low Tox 0.000468911
Apr 14, 2025 3 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
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 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.