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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: "All those ‘schools’ should be …" 302 comments · Page 12 of 13
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
Identity Attack0.004236255
Insult0.009982891
Profanity0.01127026
Threat0.00967031
Severe Toxicity0.0011348724
Low Tox 0.028856417 Moderate Con 0.301 Call_To_Action
Jan 19, 2026 27 likes Why Canada’s immigration system has …
Schools should pay bills
Schools should pay bills
Identity Attack0.008694496
Insult0.010172892
Profanity0.014259194
Threat0.0077025536
Severe Toxicity0.0012588501
Low Tox 0.028149333 Low Con 0.244
Dec 24, 2025 7 likes Deportations From Canada at Their …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, bank of montreal, various schools, hospital and colleges. I see no chance to get PR and extend my expiring visa. Government just keep inviting the French speakers.
Identity Attack0.013244915
Insult0.01306091
Profanity0.009869732
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.027560094 Constructive 0.583 Personal_Narrative
Jan 20, 2026 1 likes Why Canada’s immigration system has …
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider …
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider bringing back home economics into the classroom.
Identity Attack0.0032928092
Insult0.013896915
Profanity0.010757872
Threat0.006084333
Severe Toxicity0.0006914139
Low Tox 0.02638162 Constructive 0.613 Moral_Argument
Jan 22, 2026 Canada’s new rules in 2026
The safe house is like 300 meters from my school. 😂
The safe house is like 300 meters from my school. 😂
Identity Attack0.0035147965
Insult0.010096892
Profanity0.015898837
Threat0.007340072
Severe Toxicity0.001335144
Low Tox 0.025556687 Moderate Con 0.345 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
We didn’t keep up our infrastructure expansion at the same rate as our growth through immigration over the last few years. Jobs,hospital personal and bed space, schools, housing (affordable )etc are all overwhelmed and can’t …
We didn’t keep up our infrastructure expansion at the same rate as our growth through immigration over the last few years. Jobs,hospital personal and bed space, schools, housing (affordable )etc are all overwhelmed and can’t cope with the higher numbers. Because of that our children and seniors are high risk for lower education and health care provision etc.
Identity Attack0.009619443
Insult0.011236899
Profanity0.00950252
Threat0.006045496
Severe Toxicity0.0008869171
Low Tox 0.02543884 Constructive 0.633 Policy_Critique
Jun 17, 2025 5 likes How Canada broke its immigration …
Making Indigenous languages official in Canada faces struggles due to the deep, ongoing impact of colonization (residential schools, assimilation policies), the sheer number of endangered languages (over 70), lack of constitutional protection like English/French have, …
Making Indigenous languages official in Canada faces struggles due to the deep, ongoing impact of colonization (residential schools, assimilation policies), the sheer number of endangered languages (over 70), lack of constitutional protection like English/French have, funding gaps, and challenges implementing legislation like the Indigenous Languages Act effectively, despite strong community efforts for revitalization. The core issue is moving beyond mere documentation to ensuring effective support for daily use, education, and government services, a goal hindered by historical trauma and systemic neglect.  Key Struggles & Challenges: Colonial Legacy: Policies like the Indian Act and residential schools suppressed languages, causing massive loss, with trauma still affecting intergenerational transmission. Constitutional Gap: Unlike English and French, Indigenous languages lack explicit, strong constitutional rights (e.g., in the Charter) for government services, as noted in this article from indigenouswatchdog.org. Urgency & Scarcity: Most of Canada's 70+ Indigenous languages are endangered, with many facing imminent extinction, requiring immediate action from the last fluent elders. Implementation of Legislation: The Indigenous Languages Act (2019) aims to support revitalization, but it's criticized for being non-binding and not creating effective rights, meaning legal recognition doesn't always translate to real-world resources or services. Funding & Resource Gaps: While funding exists, it's often insufficient, limited in scope, or not reaching grassroots efforts effectively, making comprehensive revitalization difficult. Integration Challenges: Integrating Indigenous languages into education (K-12, higher ed) and public services (health, justice) remains a significant hurdle, even where there's political will, as seen in territories with official Indigenous languages.
Identity Attack0.009471451
Insult0.013668913
Profanity0.010621235
Threat0.006550381
Severe Toxicity0.00091552734
Low Tox 0.023906821 Constructive 0.629 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like quebec, Ontario and BC are overloaded....
Identity Attack0.0044582416
Insult0.012566907
Profanity0.010006369
Threat0.007081157
Severe Toxicity0.0010538101
Low Tox 0.023199737 Constructive 0.595
Nov 23, 2025 Quebec Ends Economic Immigration Program …
If the schools never told the gov about missing students do the employers tell the gov about missing workers?????
If the schools never told the gov about missing students do the employers tell the gov about missing workers?????
Identity Attack0.003311308
Insult0.010590895
Profanity0.011014067
Threat0.006537435
Severe Toxicity0.00081539154
Low Tox 0.021903414 Low Con 0.289
Jan 14, 2026 IRCC Names India in Study …
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
Identity Attack0.0026453468
Insult0.010742896
Profanity0.010467518
Threat0.007145886
Severe Toxicity0.0008916855
Low Tox 0.021549871 Moderate Con 0.312
Nov 4, 2025 IRCC Names India in Study …
How about just don't go to usa Mexico is just a flight away so is Guatemala very cheap and safer and no political problems and like old school days
How about just don't go to usa Mexico is just a flight away so is Guatemala very cheap and safer and no political problems and like old school days
Identity Attack0.030131439
Insult0.0034253546
Profanity0.000072222305
Threat0.0003440014
Severe Toxicity0.0000044836734
Low Tox 0.021231469
Dec 8, 2025
I am all for implementing CBSA enforcement provided it is Humane and done according to the law. No Masked officers. No Arrests near schools or near Children. Show the world how can it be done …
I am all for implementing CBSA enforcement provided it is Humane and done according to the law. No Masked officers. No Arrests near schools or near Children. Show the world how can it be done humanely.
Identity Attack0.0032003147
Insult0.009640889
Profanity0.010279642
Threat0.007586042
Severe Toxicity0.00094890594
Low Tox 0.02072494 Constructive 0.715 Moral_Argument
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
The schools are in Mississauga, one town over. Over run
The schools are in Mississauga, one town over. Over run
Identity Attack0.0051797
Insult0.010248893
Profanity0.011031146
Threat0.0071070488
Severe Toxicity0.0009918213
Low Tox 0.019100413 Moderate Con 0.365 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The part of all of that is the national school food program. No child should be hungry.
The part of all of that is the national school food program. No child should be hungry.
Identity Attack0.0030153254
Insult0.009108886
Profanity0.011031146
Threat0.0067251488
Severe Toxicity0.00079631805
Low Tox 0.017843807 Moderate Con 0.452
Jan 13, 2026 1 likes Canada’s new rules in 2026
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last among developed countries, and now domestic programs are closing down because of not enough financing. Domestic tuition fees rise.
Identity Attack0.005956655
Insult0.010210892
Profanity0.0093915025
Threat0.005906329
Severe Toxicity0.00064373016
Low Tox 0.017215505 Moderate Con 0.403 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
THEY ARE DRIVER SCHOOL BUS IN EDMONTON
THEY ARE DRIVER SCHOOL BUS IN EDMONTON
Identity Attack0.0035702933
Insult0.009431887
Profanity0.011902207
Threat0.0062979385
Severe Toxicity0.0010061264
Low Tox 0.015896067 Low Con 0.169 Unverified_Claim
Sep 27, 2025 23 likes IRCC Names India in Study …
I'm born in Canada I had five children and they all had to find work and they all had to go to school and they all still have to find work and they still have …
I'm born in Canada I had five children and they all had to find work and they all had to go to school and they all still have to find work and they still have to survive now each one of them has had one child only
Identity Attack0.006770608
Insult0.007968879
Profanity0.0113727385
Threat0.006420923
Severe Toxicity0.00091552734
Low Tox 0.015707577 Constructive 0.612
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Love the school food program becoming permanent.
Love the school food program becoming permanent.
Identity Attack0.0026453468
Insult0.0081208795
Profanity0.011543535
Threat0.0066151097
Severe Toxicity0.0010442734
Low Tox 0.013634177 Moderate Con 0.443
Jan 17, 2026 Canada’s new rules in 2026
Think what that means to housing, health care, schools even traffic!!!
Think what that means to housing, health care, schools even traffic!!!
Identity Attack0.0021181274
Insult0.0076268767
Profanity0.010262563
Threat0.0065697995
Severe Toxicity0.00079631805
Low Tox 0.012503231 Moderate Con 0.383 Economic_Argument
Jan 18, 2026 2 likes 2.9 million Canadian temporary visas …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Remember Trivalley school !
Remember Trivalley school !
Identity Attack0.0024048607
Insult0.008443882
Profanity0.010604155
Threat0.0062332097
Severe Toxicity0.0007867813
Low Tox 0.011120965 Moderate Con 0.381 Meta_Commentary
Nov 16, 2025 IRCC Names India in Study …
How hard to get the data…you obtain the report from college and universities and compare it with CBSA report. A high school student can perform this task.
How hard to get the data…you obtain the report from college and universities and compare it with CBSA report. A high school student can perform this task.
Identity Attack0.0013689207
Insult0.007987879
Profanity0.0092292465
Threat0.005780108
Severe Toxicity0.00039577484
Low Tox 0.01024134 Moderate Con 0.348 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Identity Attack0.0013781702
Insult0.006885872
Profanity0.009733095
Threat0.0059904763
Severe Toxicity0.00044584274
Low Tox 0.008293601 Moderate Con 0.464 Economic_Argument
Jan 19, 2026 14 likes Why Canada’s immigration system has …
What school food program?
What school food program?
Identity Attack0.0018683918
Insult0.0065628705
Profanity0.01084327
Threat0.0061037517
Severe Toxicity0.0006198883
Low Tox 0.007916619 Low Con 0.274 Question
Jan 20, 2026 1 likes Canada’s new rules in 2026
School program?
School program?
Identity Attack0.0015446605
Insult0.006676871
Profanity0.011099464
Threat0.006084333
Severe Toxicity0.000705719
Low Tox 0.0075710523 Moderate Con 0.395 Question
Jan 12, 2026 1 likes Canada’s new rules in 2026

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.