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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

click to expand

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: "With all the tax that …" 760 comments · Page 26 of 31
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take care of them with their tax dollars. Carney told the immigration workers not to tell anyone about this.
Identity Attack0.022791367
Insult0.013782915
Profanity0.010450439
Threat0.006763986
Severe Toxicity0.0010871887
Low Tox 0.03734144 Constructive 0.693
Dec 24, 2025 8 likes Deportations From Canada at Their …
These rules help improve immigrants lives how about all Canadians get tax cuts.
These rules help improve immigrants lives how about all Canadians get tax cuts.
Identity Attack0.022590388
Insult0.012680908
Profanity0.00998929
Threat0.006576272
Severe Toxicity0.0010585785
Low Tox 0.03592727 Constructive 0.539 Policy_Critique
Jan 11, 2026 6 likes 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)
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 …
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Identity Attack0.014249804
Insult0.0103248935
Profanity0.012073003
Threat0.006686311
Severe Toxicity0.0012874603
Low Tox 0.031449065 Moderate Con 0.344 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes you more babies to have a child tax credit and you don’t to work right? In my opinion
Yes you more babies to have a child tax credit and you don’t to work right? In my opinion
Identity Attack0.002626848
Insult0.016632931
Profanity0.010501678
Threat0.006084333
Severe Toxicity0.00094890594
Low Tox 0.031449065 Low Con 0.284
Aug 24, 2025 2 likes Why Canadians Are Turning Against …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
Identity Attack0.0016834025
Insult0.017356457
Profanity0.012038844
Threat0.006097279
Severe Toxicity0.00071048737
Low Tox 0.031213367 Low Con 0.155 Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
Anyone making less than a living wage just shouldn't have their labour taxed at all
Anyone making less than a living wage just shouldn't have their labour taxed at all
Identity Attack0.0051427023
Insult0.012490907
Profanity0.011406898
Threat0.0066151097
Severe Toxicity0.00093460083
Low Tox 0.03109552 Low Con 0.228 Economic_Argument
Jan 22, 2026 Canada’s new rules in 2026
If they pay taxes and don't break crime what's the problem
If they pay taxes and don't break crime what's the problem
Identity Attack0.0032558115
Insult0.014238917
Profanity0.011423977
Threat0.00780612
Severe Toxicity0.0010633469
Low Tox 0.030859824 Low Con 0.253
Jan 27, 2026 Inside Canada's Indian Invasion...
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
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...
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
So come on in lets polute canada faster carbon tax it.
So come on in lets polute canada faster carbon tax it.
Identity Attack0.0044767405
Insult0.012984909
Profanity0.011236101
Threat0.009204263
Severe Toxicity0.0017166138
Low Tox 0.030270588 Low Con 0.17
Dec 2, 2018 How much do refugees and …
They can’t provide the information, what’s a waste to money? Canadians pay a lot of taxes to manage efficiently our country.
They can’t provide the information, what’s a waste to money? Canadians pay a lot of taxes to manage efficiently our country.
Identity Attack0.007214582
Insult0.0154929245
Profanity0.00997221
Threat0.0059613483
Severe Toxicity0.00078201294
Low Tox 0.03015274 Moderate Con 0.385
Sep 28, 2025 8 likes IRCC Names India in Study …
If your taxes are going out of country than you should not be expected to pay taxes than!
If your taxes are going out of country than you should not be expected to pay taxes than!
Identity Attack0.0055496786
Insult0.013668913
Profanity0.011816809
Threat0.0061231707
Severe Toxicity0.0009441376
Low Tox 0.030034892 Low Con 0.2 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …

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.