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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: "Paid for by me and …" 236 comments · Page 9 of 10
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 years of being taken for granted need a great lawyer fighting for me
Identity Attack0.0025158543
Insult0.014314918
Profanity0.012141321
Threat0.0065050707
Severe Toxicity0.00091552734
Low Tox 0.031684756 Constructive 0.543
Aug 29, 2025 Why Canadians Are Turning Against …
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Identity Attack0.013043936
Insult0.013364912
Profanity0.010160086
Threat0.0063950317
Severe Toxicity0.0011730194
Low Tox 0.030270588 Moderate Con 0.456 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Follow the money…who paid and funded these people’s acts!
Follow the money…who paid and funded these people’s acts!
Identity Attack0.0022661188
Insult0.014960921
Profanity0.01086035
Threat0.006763986
Severe Toxicity0.0009965897
Low Tox 0.030270588 Low Con 0.217 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years apply for Citizenship, which makes it easier to bring their parents into Canada. Those parents apply for PR, then wait 3 years, after which they can also apply for Citizenship. If they are 55+ years old, they don't need to take the test or prove they can speak the English. They just apply and get become Citizens. All of this while enjoying the benefits of a Socialized Healthcare, Old Age Pension after 65+, Canada Child Benefit paid to parents with kids under 18, and more. This is not a sustainable economic model, we WILL run out of money. Technically we already have 😂
Identity Attack0.00984143
Insult0.014124917
Profanity0.01265371
Threat0.0065115434
Severe Toxicity0.0011348724
Low Tox 0.028149333 Constructive 0.612 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would …
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would want to protect its borders from those “Canadians”
Identity Attack0.008588185
Insult0.007371856
Profanity0.000062916915
Threat0.00027536758
Severe Toxicity0.000004110165
Low Tox 0.027917115 Unverified_Claim
Dec 9, 2025
-This policy ad paid for by the liberal party of Canada.
-This policy ad paid for by the liberal party of Canada.
Identity Attack0.007843546
Insult0.013896915
Profanity0.009869732
Threat0.0062008454
Severe Toxicity0.00078201294
Low Tox 0.026499467 Low Con 0.193 Meta_Commentary
Jan 11, 2026 3 likes Canada’s new rules in 2026
we could have linked immigration to the data points and mandatory rules to ensure temporary workers are paid 50% more than the prevailing market wage to ensure its legitimacy. Unfortunately its runited and far behind …
we could have linked immigration to the data points and mandatory rules to ensure temporary workers are paid 50% more than the prevailing market wage to ensure its legitimacy. Unfortunately its runited and far behind the repair and its still going on without any brakes :'(
Identity Attack0.007473567
Insult0.012072904
Profanity0.010296722
Threat0.00636914
Severe Toxicity0.00084400177
Low Tox 0.026145924 Moderate Con 0.434 Policy_Critique
Jun 29, 2025 1 likes How Canada broke its immigration …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when I suffered job loss, and EI ran out, was just told I was out of luck. I found work after going through my savings, but would have otherwise been homeless. THANKS CANADA.
Identity Attack0.0068446035
Insult0.012756908
Profanity0.009818493
Threat0.007081157
Severe Toxicity0.0011253357
Low Tox 0.025085296 Constructive 0.757
Feb 20, 2018 170 likes How much do refugees and …
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Identity Attack0.007288578
Insult0.012186904
Profanity0.009698936
Threat0.0062008454
Severe Toxicity0.00081062317
Low Tox 0.022964042 Moderate Con 0.344 Economic_Argument
Jan 21, 2026 2.9 million Canadian temporary visas …
Camera? They record themselves as proof ofnthe job getting done to get paid. Nothing new here.
Camera? They record themselves as proof ofnthe job getting done to get paid. Nothing new here.
Identity Attack0.0017758971
Insult0.011768902
Profanity0.010433359
Threat0.0067251488
Severe Toxicity0.0007915497
Low Tox 0.02249265 Low Con 0.185 Meta_Commentary
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The heavy price is paid by the Canadians who lose housing ,jobs , college opportunities, health care, etc
The heavy price is paid by the Canadians who lose housing ,jobs , college opportunities, health care, etc
Identity Attack0.011025362
Insult0.009868891
Profanity0.009323184
Threat0.0060908063
Severe Toxicity0.0008201599
Low Tox 0.022256956 Moderate Con 0.426 Economic_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
Identity Attack0.008028535
Insult0.010780896
Profanity0.009698936
Threat0.0058966195
Severe Toxicity0.0007200241
Low Tox 0.022256956 Constructive 0.643 Personal_Narrative
Feb 18, 2026 5 likes LILLEY UNLEASHED: The fall of …
Funny how the people who insistes tariffs are not paid by the people _for an entire year_ are still lecturing us on tariffs.
Funny how the people who insistes tariffs are not paid by the people _for an entire year_ are still lecturing us on tariffs.
Identity Attack0.0016834025
Insult0.013440913
Profanity0.010450439
Threat0.0059160385
Severe Toxicity0.0005507469
Low Tox 0.022021262 Low Con 0.273 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Identity Attack0.008916483
Insult0.010476895
Profanity0.009562299
Threat0.005935457
Severe Toxicity0.00074386597
Low Tox 0.021903414 Moderate Con 0.352 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
Identity Attack0.0024233595
Insult0.010666896
Profanity0.012346277
Threat0.0061878995
Severe Toxicity0.0008058548
Low Tox 0.020607091 Constructive 0.552
Jan 9, 2026 1 likes Why Canadians Are Turning Against …
10 bucks for grapes... that's lower than I've paid at times in BC
10 bucks for grapes... that's lower than I've paid at times in BC
Identity Attack0.0026823445
Insult0.0107048955
Profanity0.011936366
Threat0.0064015044
Severe Toxicity0.0008535385
Low Tox 0.02048268 Moderate Con 0.427
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
Identity Attack0.0058086636
Insult0.008310881
Profanity0.010040528
Threat0.0072106146
Severe Toxicity0.0006866455
Low Tox 0.020231359 Moderate Con 0.322
Dec 25, 2025 Deportations From Canada at Their …
10:26 this guy is one of the good ones. Paid his dues, studied hard, working as a nurse in a time where they are incredibly needed. Kudos brother.
10:26 this guy is one of the good ones. Paid his dues, studied hard, working as a nurse in a time where they are incredibly needed. Kudos brother.
Identity Attack0.0054756827
Insult0.009545889
Profanity0.017436003
Threat0.008867673
Severe Toxicity0.0016403198
Low Tox 0.019980038 Constructive 0.726
Oct 12, 2025 105 likes Inside Canada's Indian Metropolis (Brampton)
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a bonus, to make sure they leave. Sometimes they extend their contract , but they do have to leave for for a month to get the money. Japan is making sure everybody is keeping their part of the deal. Why can't we have it here? Why TEMPORARY workers demand to stay?
Identity Attack0.00932346
Insult0.009336887
Profanity0.011201942
Threat0.006045496
Severe Toxicity0.0007581711
Low Tox 0.018849092 Constructive 0.726 Comparative_Framing
Feb 11, 2026 15 likes Canada's tighter immigration policy divides …
One man that said "the price was right so I came".... he couldn't possibly mean affordability in Canada sooo yeah that's pretty much what we figured. Definitely paid voters and changers.
One man that said "the price was right so I came".... he couldn't possibly mean affordability in Canada sooo yeah that's pretty much what we figured. Definitely paid voters and changers.
Identity Attack0.0037922803
Insult0.0116169015
Profanity0.00997221
Threat0.0060196044
Severe Toxicity0.00062942505
Low Tox 0.018095128 Moderate Con 0.465 Unverified_Claim
Feb 3, 2026 Inside Canada's Indian Invasion...
No one paid me 50 k in the first place. That’s a down payment for a house dude .
No one paid me 50 k in the first place. That’s a down payment for a house dude .
Identity Attack0.0014059186
Insult0.010096892
Profanity0.012551232
Threat0.0062914654
Severe Toxicity0.0006341934
Low Tox 0.017592486 Low Con 0.271
Oct 19, 2021 How much do refugees and …
Pretty shocking that in the comments people think our healthcare is free. No,.it's paid for by taxpayers.
Pretty shocking that in the comments people think our healthcare is free. No,.it's paid for by taxpayers.
Identity Attack0.0021366263
Insult0.010552894
Profanity0.009733095
Threat0.005754216
Severe Toxicity0.00053167343
Low Tox 0.016712861 Moderate Con 0.5 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Do the students pay for education or are they scholarships paid by the government.
Do the students pay for education or are they scholarships paid by the government.
Identity Attack0.0029598286
Insult0.008842885
Profanity0.010587076
Threat0.006162008
Severe Toxicity0.0005578995
Low Tox 0.01646154 Low Con 0.237
Nov 28, 2025 Quebec Ends Economic Immigration Program …
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
Identity Attack0.0027378413
Insult0.009545889
Profanity0.010211324
Threat0.006440342
Severe Toxicity0.00079631805
Low Tox 0.015833238 Moderate Con 0.489
Dec 27, 2025 1 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.