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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: "You pay our TAX to …" 400 comments · Page 14 of 16
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Identity Attack0.023193322
Insult0.021675033
Profanity0.009750174
Threat0.0067834044
Severe Toxicity0.0012016296
Low Tox 0.051810697 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Come on Vassey - humane????? You are paying for this as well. Unless you are Carney and have your tax dollars in a safe haven in the Caribbean or elsewhere. The hard conversation must be …
Come on Vassey - humane????? You are paying for this as well. Unless you are Carney and have your tax dollars in a safe haven in the Caribbean or elsewhere. The hard conversation must be had.
Identity Attack0.008953481
Insult0.022964163
Profanity0.011475217
Threat0.0066668927
Severe Toxicity0.0011777878
Low Tox 0.050821137 Moderate Con 0.35 Policy_Critique
Feb 24, 2026 3 likes 'We do know that there's …
Asylum seekers who commit serious crimes here get a lessor sentence as not to affect their claim. If their claim is denied they appeal and still get $$ during appeal. The asylum seekers go thru …
Asylum seekers who commit serious crimes here get a lessor sentence as not to affect their claim. If their claim is denied they appeal and still get $$ during appeal. The asylum seekers go thru many countries to get here when they should be intercepted before arriving . Our taxes go up to pay for all this.
Identity Attack0.024600167
Insult0.018001022
Profanity0.010143006
Threat0.0074565844
Severe Toxicity0.001373291
Low Tox 0.050573748 Moderate Con 0.489 Unverified_Claim
Nov 21, 2025 12 likes Thousands of refugees allowed into …
STOP STUDENTS AND STOP SUBSIDIZING COROPRATIONS WHO MAKE MILLIONS AND PAY VERY LITTLE TAXES.
STOP STUDENTS AND STOP SUBSIDIZING COROPRATIONS WHO MAKE MILLIONS AND PAY VERY LITTLE TAXES.
Identity Attack0.00569767
Insult0.019999169
Profanity0.01127026
Threat0.007262398
Severe Toxicity0.0016117096
Low Tox 0.04785245 Low Con 0.215 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
with the influx of immigration to help pay taxes, why is Canada still in debt?
with the influx of immigration to help pay taxes, why is Canada still in debt?
Identity Attack0.025806036
Insult0.01632893
Profanity0.009801413
Threat0.0061296434
Severe Toxicity0.0013256073
Low Tox 0.04735767 Low Con 0.25
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less than 50,000 people which reflects 0.12% of the population…. This money would have been better used giving low income ppl a random cash bonus 😩
Identity Attack0.003385304
Insult0.020579277
Profanity0.012073003
Threat0.0063432488
Severe Toxicity0.001168251
Low Tox 0.045131154 Moderate Con 0.449
Oct 1, 2025 IRCC Names India in Study …
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
Identity Attack0.0024603575
Insult0.02193286
Profanity0.01442999
Threat0.0059775305
Severe Toxicity0.0010347366
Low Tox 0.0438942 Constructive 0.578
Sep 29, 2018 6 likes How much do refugees and …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of a hospital. Imagine paying into the system for 30 plus years and you can’t get an mir or a cat scan for months and when u do it’s too late
Identity Attack0.00048157218
Insult0.0010963258
Profanity0.0001818672
Threat0.05604665
Severe Toxicity0.000029223143
Low Tox 0.041158807 Policy_Critique
Apr 15, 2025 1 likes
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - …
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - really u people need to teach ur people
Identity Attack0.0026823445
Insult0.021997316
Profanity0.011577694
Threat0.006039023
Severe Toxicity0.00084400177
Low Tox 0.040925518 Moderate Con 0.434 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They don't pay any taxes😂😂😂
They don't pay any taxes😂😂😂
Identity Attack0.0043657473
Insult0.017356457
Profanity0.014464149
Threat0.0063432488
Severe Toxicity0.001373291
Low Tox 0.040183347 Low Con 0.214
Sep 20, 2025 47 likes Inside Canada's Indian Metropolis (Brampton)
Higher and train Canadians🇨🇦🇨🇦🇨🇦🇨🇦 Employers hiring foreign workers should pay 50% to 80% taxes on their profits
Higher and train Canadians🇨🇦🇨🇦🇨🇦🇨🇦 Employers hiring foreign workers should pay 50% to 80% taxes on their profits
Identity Attack0.024801146
Insult0.014124917
Profanity0.010587076
Threat0.006433869
Severe Toxicity0.0013160706
Low Tox 0.039935954 Low Con 0.234
Sep 29, 2025 2 likes IRCC Names India in Study …
Canada benefits a lot from immigration, and it’s one of the main reasons the country actively encourages newcomers. Here’s a breakdown in simple terms: ✅ Benefits of Immigration for Canada Population Growth Canada has a …
Canada benefits a lot from immigration, and it’s one of the main reasons the country actively encourages newcomers. Here’s a breakdown in simple terms: ✅ Benefits of Immigration for Canada Population Growth Canada has a low birth rate, so without immigrants, the population would shrink. Immigration helps keep the workforce young and growing. Economic Growth Newcomers fill jobs, start businesses, and pay taxes. Skilled immigrants help in industries facing shortages (healthcare, tech, trucking, etc.). Diversity & Innovation Different backgrounds bring new ideas, cultural exchange, and global connections. Many successful Canadian companies were started by immigrants. Support for Aging Population Canada has many retirees. Immigrants contribute to pension plans and healthcare systems, supporting older generations. Global Reputation Canada is seen as a welcoming, multicultural country, which boosts tourism, trade, and international partnerships. ⚠️ Challenges (but still manageable) Housing demand increases
Identity Attack0.019877186
Insult0.017012933
Profanity0.012277958
Threat0.0068999166
Severe Toxicity0.0015926361
Low Tox 0.03875561 Constructive 0.672
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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 …
Citizens of oil rich UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman)generally do not pay personal income tax on salaries... hmmmmm Canada
Citizens of oil rich UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman)generally do not pay personal income tax on salaries... hmmmmm Canada
Identity Attack0.023997234
Insult0.014884921
Profanity0.011082385
Threat0.0063367756
Severe Toxicity0.0014400482
Low Tox 0.038519915 Low Con 0.251 Comparative_Framing
Jan 21, 2026 Canada’s new rules in 2026
Pay no taxes? He left the house w/out his helmet again
Pay no taxes? He left the house w/out his helmet again
Identity Attack0.001674153
Insult0.01819439
Profanity0.010928668
Threat0.0065827454
Severe Toxicity0.0009393692
Low Tox 0.035691574 Low Con 0.243
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Pay no Taxes, bro I have paid more tax in Indian rupees equivalent to the number of hairs on my scalp that too just working as a student. We were paying NO TAXES on income …
Pay no Taxes, bro I have paid more tax in Indian rupees equivalent to the number of hairs on my scalp that too just working as a student. We were paying NO TAXES on income taxes of basic income categories. Here it is 20--25% even if u are just earning minimum wage.
Identity Attack0.010655383
Insult0.015644927
Profanity0.013166099
Threat0.0059257476
Severe Toxicity0.0010061264
Low Tox 0.034984488 Constructive 0.59 Economic_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep paying your taxes so the liberal government can keep their voting base up
Keep paying your taxes so the liberal government can keep their voting base up
Identity Attack0.008250522
Insult0.017163089
Profanity0.011543535
Threat0.006763986
Severe Toxicity0.0011253357
Low Tox 0.034984488 Low Con 0.217
Nov 14, 2019 How much do refugees and …
The government just bring them here to pay tax
The government just bring them here to pay tax
Identity Attack0.010063417
Insult0.013820915
Profanity0.012414595
Threat0.0069646453
Severe Toxicity0.001168251
Low Tox 0.034748793 Low Con 0.186
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
No healthcare for non Canadians, new citizens should pay minimum 5 years in taxes before benefiting from Universal healthcare and subsidized university.
No healthcare for non Canadians, new citizens should pay minimum 5 years in taxes before benefiting from Universal healthcare and subsidized university.
Identity Attack0.017967897
Insult0.014162917
Profanity0.009596458
Threat0.006220264
Severe Toxicity0.0011539459
Low Tox 0.03357032 Low Con 0.23 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our money. People hard working every day and pay taxes not for mistakes of immigration and refugee workes. If this ministry so expensive- it is necessary to close this ministry.
Identity Attack0.016460562
Insult0.014238917
Profanity0.009545219
Threat0.0063626673
Severe Toxicity0.0009870529
Low Tox 0.033334624 Constructive 0.573
Dec 25, 2025 Deportations From Canada at Their …
Canada is sending 2 billion dollars to Ukraine again your back tax paying dollars
Canada is sending 2 billion dollars to Ukraine again your back tax paying dollars
Identity Attack0.009027477
Insult0.014238917
Profanity0.011458136
Threat0.006479179
Severe Toxicity0.0011110306
Low Tox 0.032863233 Low Con 0.182
Aug 25, 2025 Why Canadians Are Turning Against …
From 0:37 to 0:39, Those are quotes “They sell amongst themselves” “Live amogst themselves” “PAY NO TAXES” I mean it’s reality
From 0:37 to 0:39, Those are quotes “They sell amongst themselves” “Live amogst themselves” “PAY NO TAXES” I mean it’s reality
Identity Attack0.0036812867
Insult0.013288911
Profanity0.011423977
Threat0.006433869
Severe Toxicity0.0011205673
Low Tox 0.032627538 Low Con 0.242
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
ask the guy how much tax he pays? 🤡🤡
ask the guy how much tax he pays? 🤡🤡
Identity Attack0.0018036455
Insult0.016632931
Profanity0.01309778
Threat0.0063950317
Severe Toxicity0.0011014938
Low Tox 0.03192045 Low Con 0.19
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)

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.