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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 #}

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Active: "Who is paying for this …" 922 comments · Page 28 of 37
the government gives places like tims incentives to higher immigrants workers they can pay less then minimum wage and our government fronts the rest that's why they get the job over Canadian born people.
the government gives places like tims incentives to higher immigrants workers they can pay less then minimum wage and our government fronts the rest that's why they get the job over Canadian born people.
Identity Attack0.059311368
Insult0.021610579
Profanity0.011099464
Threat0.0067316215
Severe Toxicity0.0018119812
Low Tox 0.08716487 Constructive 0.553
Jan 27, 2026 Inside Canada's Indian Invasion...
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
we have an aging population and our government is importing old people that we are paying to take care of on top of our already aging population. Young people who aren't on welfare with government …
we have an aging population and our government is importing old people that we are paying to take care of on top of our already aging population. Young people who aren't on welfare with government housing have a hard time having children. They can barely afford to keep the roof over their head and themselves fed... that is why they are not having children. Happy secure adults have children.
Identity Attack0.011765319
Insult0.030154925
Profanity0.013610168
Threat0.007689608
Severe Toxicity0.002193451
Low Tox 0.08479069 Constructive 0.559
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become a Canadian? A significant portion of people living in Canada are first/second/third generation Canadians and so, how do we classify these people, are they immigrants or are they not? And what of their parents/grandparents who immigrated, are they? It's very important to note that without their ancestor parents, all these first/second/third gen Canadians will not be here and they are now 'Canadians' today because we had pro-immigration laws. Also, the idea of accessing services is by itself, very problematic. I spent the first 4 years of my life here paying high tuition fees as well as tax that are used to subsidize fellow Canadians' tuition fees yet I'm not able to access any government services. Following graduation, I worked as a worker on visa where my tax was no less than an average Canadian yet government services were very much inaccessible to me. It was only after I became permanent resident, that somehow everything suddenly became available to me. I have been tax paying 6-7 years before I became a PR here yet all those years, I wasn't able to access a single thing yet somehow, after I became PR, I'm eligible for everything? The tax argument doesn't make sense at all. I will be eligible to apply for citizenship in like a year and does that mean now I am one of you, Canadians?
Identity Attack0.060220852
Insult0.025155678
Profanity0.012926984
Threat0.006861079
Severe Toxicity0.002002716
Low Tox 0.08320791 Constructive 0.865
Oct 25, 2017 4 likes How much do refugees and …
In simple terms Canadians pay for their glasses, physio, mental health help, prescriptions and asylum seekers get it for free after never paying into the system.
In simple terms Canadians pay for their glasses, physio, mental health help, prescriptions and asylum seekers get it for free after never paying into the system.
Identity Attack0.054763943
Insult0.025800243
Profanity0.009835573
Threat0.006016368
Severe Toxicity0.0017356873
Low Tox 0.08241652 Moderate Con 0.423 Economic_Argument
Feb 26, 2026 89 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential player in being able to function. (Ps all the new food slaps.)
Identity Attack0.050671257
Insult0.020579277
Profanity0.014088398
Threat0.0068287146
Severe Toxicity0.0019550323
Low Tox 0.08241652 Constructive 0.777 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay taxes, and got interest free loans and I believe, federal government funded subsidized immigratie employees. When that business owner had lost his immigrant privileges he sold the company to a family member that just immigrated into Canada. So yea not a perfect system by a long shot
Identity Attack0.027614836
Insult0.030485468
Profanity0.016957775
Threat0.007081157
Severe Toxicity0.002193451
Low Tox 0.081625134 Constructive 0.692 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
Identity Attack0.029917859
Insult0.027841117
Profanity0.012858666
Threat0.006576272
Severe Toxicity0.0016880035
Low Tox 0.081625134 Moderate Con 0.31 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
😂😂😂theyre only going to name the numbers ethnicity or figures lol Canada NEVER EVER removes or ever took action to remove them. NEVER ever will. 😂😂 These students are living in 700,000$ houses paying mortgages …
😂😂😂theyre only going to name the numbers ethnicity or figures lol Canada NEVER EVER removes or ever took action to remove them. NEVER ever will. 😂😂 These students are living in 700,000$ houses paying mortgages and driving 85k financed cars and working 150,000$ jobs 😂😂
Identity Attack0.02048012
Insult0.021481665
Profanity0.017914234
Threat0.008505191
Severe Toxicity0.0029182434
Low Tox 0.081625134 Moderate Con 0.303
Sep 29, 2025 IRCC Names India in Study …
This hurts literally everybody. Everybody, except for the ruling elite that siphon taxes at ever-increasing rates to pay for "social services".
This hurts literally everybody. Everybody, except for the ruling elite that siphon taxes at ever-increasing rates to pay for "social services".
Identity Attack0.005771666
Insult0.027476108
Profanity0.017982552
Threat0.007883795
Severe Toxicity0.001411438
Low Tox 0.08083374 Moderate Con 0.302 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
If you giving 2.5 Billion to Ukrane at least this people work & they pay tax. They are not free loader.
If you giving 2.5 Billion to Ukrane at least this people work & they pay tax. They are not free loader.
Identity Attack0.017364962
Insult0.031036375
Profanity0.015967157
Threat0.006822242
Severe Toxicity0.0017642975
Low Tox 0.079250954 Moderate Con 0.338
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Lost Canadians to add more tax to pay off pension . Usual gimmicks . One or other way they will find a way to meet the immigration targets .
Lost Canadians to add more tax to pay off pension . Usual gimmicks . One or other way they will find a way to meet the immigration targets .
Identity Attack0.041003603
Insult0.026702631
Profanity0.010945748
Threat0.006543908
Severe Toxicity0.0017261505
Low Tox 0.079250954 Low Con 0.267 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
Why aren't those who brought them in paying to remove them?
Why aren't those who brought them in paying to remove them?
Identity Attack0.003866276
Insult0.013972916
Profanity0.013029462
Threat0.059796512
Severe Toxicity0.0024986267
Low Tox 0.077668175 Low Con 0.253 Policy_Critique
Dec 24, 2025 128 likes Deportations From Canada at Their …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Europe pay attention!!! This is what is going to happen in Europe with the new EU - India mobility pact.
Europe pay attention!!! This is what is going to happen in Europe with the new EU - India mobility pact.
Identity Attack0.043839492
Insult0.017936565
Profanity0.021535112
Threat0.010214032
Severe Toxicity0.0030326843
Low Tox 0.075294 Low Con 0.143 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even being chosen. They were starting bidding wars over apartments. Paying way more than asked. That's what drove the rent cost through the roof! I have a friend who has been staying at motel for months now trying to find a place. He was turned down for a place with a cosigner that makes 100k a year! It needs to stop!
Identity Attack0.0048837173
Insult0.033570543
Profanity0.019895468
Threat0.0072882893
Severe Toxicity0.001783371
Low Tox 0.07371122 Constructive 0.748 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US for good futures some have already started and taking their skills with them. Canada dies not need high levels it needs more affordable homes, better paying jobs, etc do they can have kids and increase the population organically. Parts of Canada dont even look like a North American country. As an immigrant I can tell you that it would be better if Canadians could afford to have more kids
Identity Attack0.04023018
Insult0.028061481
Profanity0.016001316
Threat0.0076637166
Severe Toxicity0.0023651123
Low Tox 0.07371122 Constructive 0.743 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
They pay no taxess … 😂😂😂😂 what a joke .
They pay no taxess … 😂😂😂😂 what a joke .
Identity Attack0.0022568693
Insult0.03312982
Profanity0.013985921
Threat0.0060325502
Severe Toxicity0.0012111664
Low Tox 0.07291982 Low Con 0.16
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
They make kids, they will pay our retirements, see the good. Do you think their kids will still adore idoles?
They make kids, they will pay our retirements, see the good. Do you think their kids will still adore idoles?
Identity Attack0.008768492
Insult0.026444806
Profanity0.014464149
Threat0.007353018
Severe Toxicity0.0015544891
Low Tox 0.07212844 Moderate Con 0.382
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Pay Attention Canada Trump Is Out To Get You Next
Pay Attention Canada Trump Is Out To Get You Next
Identity Attack0.009101473
Insult0.02567133
Profanity0.013678487
Threat0.010705971
Severe Toxicity0.0024414062
Low Tox 0.07054565 Low Con 0.098
Jan 5, 2026 New rules, regulations take effect …
George Soros and the UN are pushing this agenda, let them pay for it.
George Soros and the UN are pushing this agenda, let them pay for it.
Identity Attack0.008435511
Insult0.020256994
Profanity0.013336895
Threat0.014911477
Severe Toxicity0.0021648407
Low Tox 0.069754265 Low Con 0.057
Oct 4, 2018 How much do refugees and …
Just stop paying taxes lol 💪
Just stop paying taxes lol 💪
Identity Attack0.0038477771
Insult0.027218282
Profanity0.02030538
Threat0.007262398
Severe Toxicity0.0023174286
Low Tox 0.06896287 Low Con 0.218 Call_To_Action
Feb 25, 2026 'We do know that there's …

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.