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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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Active: "With all the tax that …" 760 comments · Page 24 of 31
If people want to get up in arms about something, they should target the people who keep money in tax havens. One billionaire's dodged taxes would be more than all the refugee and immigrant aid …
If people want to get up in arms about something, they should target the people who keep money in tax havens. One billionaire's dodged taxes would be more than all the refugee and immigrant aid that we squabble about. Don't target the people who are trying to protect their children by moving them to safety.
Identity Attack0.026810925
Insult0.019161236
Profanity0.012038844
Threat0.009981008
Severe Toxicity0.0016880035
Low Tox 0.058490243 Constructive 0.586
Jan 20, 2018 How much do refugees and …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country the majority of them are not sponsored by family or orginizations have never worked or paid taxes are getting the same amount as us. Is that fair?? NO
Identity Attack0.034558404
Insult0.02012808
Profanity0.0103821205
Threat0.0060325502
Severe Toxicity0.0013637543
Low Tox 0.05824285 Constructive 0.598
Dec 21, 2018 How much do refugees and …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems will start to fail and we’ll all be worse off unless, of course, we raise taxes or borrow more. How liberal is that!
Identity Attack0.012139536
Insult0.0279513
Profanity0.012107162
Threat0.006602164
Severe Toxicity0.0014686584
Low Tox 0.05799546 Moderate Con 0.461 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would work for
Identity Attack0.030691283
Insult0.01890341
Profanity0.011628932
Threat0.0064597605
Severe Toxicity0.0014591217
Low Tox 0.057748068 Moderate Con 0.472 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly and yearly. So I find it unfair when people work under the table. However, I've noticed that some students, who never attend their classes, end up in high positions with well-paying jobs at big companies. Meanwhile, I can't count how many refugees and immigrants are in low-income brackets, receiving 100% coverage for their medication and a monthly allowance from the government. In contrast, Canadian senior citizens still have to pay 20-30% of their medication costs and don't get the same privileges when it comes to their essentials. It frustrates me that the government makes our senior citizens suffer at retirement age, even after they've worked so hard for so many years. Yet they still struggle to pay for their own medication and necessities. I've encountered many rude refugees and people on income support from other countries who feel entitled to special treatment just because they are under government programs. Ironically, some of them come wearing luxury clothes and bags—like Gucci and Louis Vuitton. As I said, I am an immigrant too, but my heart goes out to those who have fully earned the support and benefits they deserve.
Identity Attack0.027011903
Insult0.024768941
Profanity0.01402008
Threat0.006543908
Severe Toxicity0.0014591217
Low Tox 0.05725329 Constructive 0.87 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Trudeau let them all in, then Trudeau went from 12 million in his bank to over 120 million in his bank account instead of tax payers being on the hook for the vote Trudeau wanted …
Trudeau let them all in, then Trudeau went from 12 million in his bank to over 120 million in his bank account instead of tax payers being on the hook for the vote Trudeau wanted how about he pays out of his pocket!!!
Identity Attack0.0026083488
Insult0.029714199
Profanity0.012517073
Threat0.0061231707
Severe Toxicity0.0010251999
Low Tox 0.05725329 Low Con 0.273
Dec 23, 2025 20 likes Deportations From Canada at Their …
The number of immigration has skyrocketed in 2024 and prior years at record high as well. So these deportations balances it out. The downside of it tho is that tax payer money is used to …
The number of immigration has skyrocketed in 2024 and prior years at record high as well. So these deportations balances it out. The downside of it tho is that tax payer money is used to deport many of them.
Identity Attack0.02821777
Insult0.0154929245
Profanity0.011236101
Threat0.008129764
Severe Toxicity0.0013828278
Low Tox 0.05725329 Constructive 0.55
Dec 23, 2025 3 likes Deportations From Canada at Their …
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, …
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, home grown issues that are more expensive, much more normalised and ignored, than what the cost is for helping new Canadians avoid starvation and dying of exposure.
Identity Attack0.018470341
Insult0.02264188
Profanity0.011167783
Threat0.00933372
Severe Toxicity0.00166893
Low Tox 0.056758508 Moderate Con 0.487
Aug 14, 2019 How much do refugees and …
So they come to Canada, learn english, work, pay taxes and even local call them nice. Whats the problem ?
So they come to Canada, learn english, work, pay taxes and even local call them nice. Whats the problem ?
Identity Attack0.03249594
Insult0.019096779
Profanity0.0113044195
Threat0.005922511
Severe Toxicity0.0012683868
Low Tox 0.056758508 Moderate Con 0.442 Solidarity
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" …
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" or "there's a lot of fake universities", i think it would be right to try and back that up or know the details of this
Identity Attack0.00880549
Insult0.02618698
Profanity0.015454767
Threat0.006272047
Severe Toxicity0.001115799
Low Tox 0.056263726 Constructive 0.628 Policy_Critique
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
They will never pay taxes😮😮😮😮😮😮
They will never pay taxes😮😮😮😮😮😮
Identity Attack0.0047357255
Insult0.019999169
Profanity0.014156717
Threat0.007249452
Severe Toxicity0.0018501282
Low Tox 0.055521555 Low Con 0.17
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government is taxing us more and spending it on everything but Canadians and Canadian infrastructure.
Identity Attack0.020178653
Insult0.023608726
Profanity0.010911589
Threat0.0068287146
Severe Toxicity0.0014209747
Low Tox 0.055274166 Moderate Con 0.438 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to …
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to leave Canada. I am asking the authorities to cancel the leaving tax fee and let the people leave if they want to do so.
Identity Attack0.0007638468
Insult0.035654884
Profanity0.0004206933
Threat0.00031321726
Severe Toxicity0.0000059225677
Low Tox 0.055232093
Apr 19, 2025 1 likes
Send the Army to Defend they are coming for your Tax Handouts$$$
Send the Army to Defend they are coming for your Tax Handouts$$$
Identity Attack0.0050317086
Insult0.01617693
Profanity0.0128245065
Threat0.020091362
Severe Toxicity0.002746582
Low Tox 0.054284602 Low Con 0.141 Fear_Threat
Jan 5, 2026 2 likes Migrants cross into Canada near …
35 $ per month saved with the tax cut IF I get it 😂😂😂 what a joke
35 $ per month saved with the tax cut IF I get it 😂😂😂 what a joke
Identity Attack0.0012486777
Insult0.025929155
Profanity0.015079016
Threat0.006097279
Severe Toxicity0.0011301041
Low Tox 0.054284602 Low Con 0.283
Jan 13, 2026 Canada’s new rules in 2026
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
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 …
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will …
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will get milked for them.
Identity Attack0.010507392
Insult0.023995465
Profanity0.013712646
Threat0.0068869707
Severe Toxicity0.0013446808
Low Tox 0.05255287 Moderate Con 0.313
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Omg... $50k ... that’s a lot of cash folks.... Don’t forget asylum seekers have to be supported by our tax dollars this explains why we tax people so high... how can we morAlly justify taking …
Omg... $50k ... that’s a lot of cash folks.... Don’t forget asylum seekers have to be supported by our tax dollars this explains why we tax people so high... how can we morAlly justify taking more than 50% of peoples earning ... under any circumstances
Identity Attack0.016058605
Insult0.018967867
Profanity0.01402008
Threat0.0060778605
Severe Toxicity0.0014019012
Low Tox 0.051810697 Moderate Con 0.48
Oct 4, 2018 2 likes How much do refugees and …
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)
Indian immigration significantly benefits Canada by filling critical labor shortages, boosting the economy, and contributing to demographic sustainability. As a leading source of skilled professionals, Indians represent over 30% of Canada's high-skill visas, notably in …
Indian immigration significantly benefits Canada by filling critical labor shortages, boosting the economy, and contributing to demographic sustainability. As a leading source of skilled professionals, Indians represent over 30% of Canada's high-skill visas, notably in IT, healthcare, and engineering, which supports technological growth and public services. They help counter an aging population, bolster the workforce, and increase tax revenue, with over 120,000 Indians becoming permanent residents annually.
Identity Attack0.051126
Insult0.01838776
Profanity0.013985921
Threat0.0071588317
Severe Toxicity0.0020980835
Low Tox 0.05131592 Constructive 0.58 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As A Canadian Sienor That Can't Afford To Retire. With Over Half My Income In Several Taxes. And They Get To Enjoy OVER TWO YEARS OF MONEY WHILE WAITING FOR A IMAGRATION HEARING
As A Canadian Sienor That Can't Afford To Retire. With Over Half My Income In Several Taxes. And They Get To Enjoy OVER TWO YEARS OF MONEY WHILE WAITING FOR A IMAGRATION HEARING
Identity Attack0.022188433
Insult0.018710041
Profanity0.011680172
Threat0.0063626673
Severe Toxicity0.0015258789
Low Tox 0.05131592 Moderate Con 0.37
Nov 21, 2025 18 likes Thousands of refugees allowed into …
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
Identity Attack0.018671319
Insult0.022319598
Profanity0.012858666
Threat0.006375613
Severe Toxicity0.0015258789
Low Tox 0.051068526 Moderate Con 0.37 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
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 …
Why are they getting ANY of my tax money? The only thing my Dad go t when we emigrated was a job, a skilled one, and no one handed him that.
Why are they getting ANY of my tax money? The only thing my Dad go t when we emigrated was a job, a skilled one, and no one handed him that.
Identity Attack0.019274252
Insult0.016100928
Profanity0.012995303
Threat0.0061878995
Severe Toxicity0.0011301041
Low Tox 0.050573748 Moderate Con 0.48
Jun 25, 2025 How much do refugees and …

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.