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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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Active: "With all the tax that …" 760 comments · Page 28 of 31
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
Identity Attack0.006511623
Insult0.010818896
Profanity0.010194245
Threat0.0062849927
Severe Toxicity0.00078201294
Low Tox 0.020607091 Constructive 0.616
Oct 15, 2018 6 likes How much do refugees and …
Do the international students complaining about how they have to pay more for university than Canadian citizens not realize that we pay taxes that goes towards subsidizing our education?
Do the international students complaining about how they have to pay more for university than Canadian citizens not realize that we pay taxes that goes towards subsidizing our education?
Identity Attack0.0076585566
Insult0.0116169015
Profanity0.00951106
Threat0.0058448366
Severe Toxicity0.00064849854
Low Tox 0.020607091 Moderate Con 0.441
Oct 8, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
I know! tax climate then send billions to other countries. That should solve it.
I know! tax climate then send billions to other countries. That should solve it.
Identity Attack0.005105704
Insult0.009526889
Profanity0.010774951
Threat0.007081157
Severe Toxicity0.001039505
Low Tox 0.019980038 Low Con 0.234 Policy_Critique
Jan 14, 2026 73 likes Canada’s new rules in 2026
Its time to stop paying taxes if that's even possible
Its time to stop paying taxes if that's even possible
Identity Attack0.0023031165
Insult0.010096892
Profanity0.011065305
Threat0.006653947
Severe Toxicity0.00079631805
Low Tox 0.019980038 Low Con 0.223
Nov 21, 2025 4 likes Thousands of refugees allowed into …
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We cannot say "I don't agree with this" without losing our jobs which a lot of our taxes goes to foreign wages and Canada keeps printing money.
We cannot say "I don't agree with this" without losing our jobs which a lot of our taxes goes to foreign wages and Canada keeps printing money.
Identity Attack0.006178642
Insult0.010248893
Profanity0.010057608
Threat0.0060325502
Severe Toxicity0.0006580353
Low Tox 0.019351736 Constructive 0.53 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
How about caping income tax at 10% instead of half my pay check going to Ukraine
How about caping income tax at 10% instead of half my pay check going to Ukraine
Identity Attack0.006511623
Insult0.009298887
Profanity0.010911589
Threat0.0062267366
Severe Toxicity0.0008058548
Low Tox 0.01859777 Low Con 0.289 Policy_Critique
Jan 26, 2026 Canada’s new rules in 2026
don't worry, hard working people's tax dollars will save everyone....
don't worry, hard working people's tax dollars will save everyone....
Identity Attack0.0027008436
Insult0.0113889
Profanity0.009852652
Threat0.0059030927
Severe Toxicity0.0005888939
Low Tox 0.01847211 Low Con 0.262
Oct 1, 2025 IRCC Names India in Study …
They are all paying taxes
They are all paying taxes
Identity Attack0.0041067624
Insult0.009944891
Profanity0.01220964
Threat0.006149062
Severe Toxicity0.0008392334
Low Tox 0.01834645 Low Con 0.265
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Remove the child tax benefit. Family’s with 6 kids receive almost $60k a year completely tax free. I can’t even believe this is where our hard earned money is going.
Remove the child tax benefit. Family’s with 6 kids receive almost $60k a year completely tax free. I can’t even believe this is where our hard earned money is going.
Identity Attack0.0017019014
Insult0.010286893
Profanity0.010672474
Threat0.006155535
Severe Toxicity0.00064373016
Low Tox 0.01834645 Moderate Con 0.479
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
This is taxing the healthcare system waits
This is taxing the healthcare system waits
Identity Attack0.0028673338
Insult0.009450888
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0009775162
Low Tox 0.01834645 Moderate Con 0.386
Dec 26, 2025 3 likes Deportations From Canada at Their …
“Pay no taxes” haha
“Pay no taxes” haha
Identity Attack0.0015909078
Insult0.0116169015
Profanity0.01173141
Threat0.005728325
Severe Toxicity0.0007200241
Low Tox 0.018095128 Low Con 0.271 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
Identity Attack0.001294925
Insult0.011046898
Profanity0.010313802
Threat0.005906329
Severe Toxicity0.0006532669
Low Tox 0.017969469 Low Con 0.297 Humor_Satire
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
Middle class tax cuts, does not really help with inflated prices
Middle class tax cuts, does not really help with inflated prices
Identity Attack0.0045507364
Insult0.009868891
Profanity0.01041628
Threat0.0059613483
Severe Toxicity0.0006198883
Low Tox 0.017718147 Low Con 0.236 Economic_Argument
Jan 28, 2026 Canada’s new rules in 2026
Canadians wanted this. Be ready for 80% tax rates.
Canadians wanted this. Be ready for 80% tax rates.
Identity Attack0.007214582
Insult0.009374888
Profanity0.009903891
Threat0.0067251488
Severe Toxicity0.00089645386
Low Tox 0.017718147 Low Con 0.232
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people to support the economy and tax system. You can’t have economic growth without population growth.
Identity Attack0.006511623
Insult0.00971689
Profanity0.009587918
Threat0.006479179
Severe Toxicity0.00076293945
Low Tox 0.017592486 Moderate Con 0.357 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Identity Attack0.0015076627
Insult0.0113889
Profanity0.009733095
Threat0.005825418
Severe Toxicity0.0005245209
Low Tox 0.017466826 Moderate Con 0.388 Question
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why don’t they pay taxes??? The guy in the video said they don’t pay tax
Why don’t they pay taxes??? The guy in the video said they don’t pay tax
Identity Attack0.0021458757
Insult0.009488888
Profanity0.01173141
Threat0.0060778605
Severe Toxicity0.0007677078
Low Tox 0.017089844 Moderate Con 0.322 Unverified_Claim
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care they have to know where they are to receive any of these benefits
Identity Attack0.0032743104
Insult0.00983089
Profanity0.010689554
Threat0.006058442
Severe Toxicity0.00061511993
Low Tox 0.016964182 Moderate Con 0.423 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Identity Attack0.0017666477
Insult0.007968879
Profanity0.010330882
Threat0.0073918556
Severe Toxicity0.0007343292
Low Tox 0.016021729 Moderate Con 0.437 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
More laws and more taxes no matter who ya vote for
More laws and more taxes no matter who ya vote for
Identity Attack0.0023678627
Insult0.008842885
Profanity0.010672474
Threat0.006155535
Severe Toxicity0.00064373016
Low Tox 0.016021729 Low Con 0.247 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
Don't forget the payroll deduction increase that negates the "middle class" tax cut
Don't forget the payroll deduction increase that negates the "middle class" tax cut
Identity Attack0.0043657473
Insult0.009982891
Profanity0.00950252
Threat0.0059128017
Severe Toxicity0.0005340576
Low Tox 0.015896067 Low Con 0.295 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
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 …
I paid taxes in this country for 50 years now and i dont get anything free ,Healthcare is not free especially when 50%of my paycheck goes to Ottawa ,so why do they get free things …
I paid taxes in this country for 50 years now and i dont get anything free ,Healthcare is not free especially when 50%of my paycheck goes to Ottawa ,so why do they get free things and i pay for it.
Identity Attack0.0039772694
Insult0.009355888
Profanity0.010125926
Threat0.0058416002
Severe Toxicity0.00069618225
Low Tox 0.015393426 Constructive 0.581 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
That man and his wife are welcome. They're both working and paying taxes
That man and his wife are welcome. They're both working and paying taxes
Identity Attack0.0034777985
Insult0.008709883
Profanity0.011577694
Threat0.006265574
Severe Toxicity0.00074863434
Low Tox 0.015016444 Moderate Con 0.464
Oct 1, 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.