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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 23 of 31
Bye bye save our tax money for us sorry but yes Canadians first
Bye bye save our tax money for us sorry but yes Canadians first
Identity Attack0.038683333
Insult0.021352753
Profanity0.011406898
Threat0.0067251488
Severe Toxicity0.0019550323
Low Tox 0.07212844 Low Con 0.294 Economic_Argument
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
$420 tax cut per person, or $840 per couple, or $1260 for throuple. 😂 its math, not more tax saving. Where is the loss being captured? Firing government staff??
$420 tax cut per person, or $840 per couple, or $1260 for throuple. 😂 its math, not more tax saving. Where is the loss being captured? Firing government staff??
Identity Attack0.0031263188
Insult0.023028618
Profanity0.017436003
Threat0.013372798
Severe Toxicity0.002193451
Low Tox 0.07212844 Low Con 0.3 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
I don't want the government doing my taxes thank you
I don't want the government doing my taxes thank you
Identity Attack0.0055866763
Insult0.024382202
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.0017261505
Low Tox 0.071337044 Moderate Con 0.379 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
With BC deficit we should have zero crime, zero immigration issues….who did not do their jobs? Or where did our tax dollars go to???
With BC deficit we should have zero crime, zero immigration issues….who did not do their jobs? Or where did our tax dollars go to???
Identity Attack0.034042787
Insult0.020256994
Profanity0.010177165
Threat0.0064015044
Severe Toxicity0.001783371
Low Tox 0.069754265 Moderate Con 0.331 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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 …
Elbows up lol Perrire was going to triple the tax cut
Elbows up lol Perrire was going to triple the tax cut
Identity Attack0.0029968263
Insult0.027730936
Profanity0.025087673
Threat0.0074565844
Severe Toxicity0.0021839142
Low Tox 0.06896287 Low Con 0.241
Jan 20, 2026 Canada’s new rules in 2026
Still TOO MANY.... SLASH TO ZERO!! In Canada... Too many taxes & turbans!!! WAY TOO MANY!!
Still TOO MANY.... SLASH TO ZERO!! In Canada... Too many taxes & turbans!!! WAY TOO MANY!!
Identity Attack0.02238941
Insult0.024382202
Profanity0.011082385
Threat0.007624879
Severe Toxicity0.002155304
Low Tox 0.067380086 Low Con 0.252
Jan 3, 2026 1 likes New rules, regulations take effect …
There are people who already got refugee assylum submitting fake documents. Now enjoying Canadian's hard earned tax money. On top of that, they are working in exchange of cash to avoid paying tax.
There are people who already got refugee assylum submitting fake documents. Now enjoying Canadian's hard earned tax money. On top of that, they are working in exchange of cash to avoid paying tax.
Identity Attack0.016963007
Insult0.028281843
Profanity0.0113215
Threat0.006246155
Severe Toxicity0.0012683868
Low Tox 0.067380086 Moderate Con 0.364
Dec 25, 2025 Deportations From Canada at Their …
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
Identity Attack0.018470341
Insult0.021159383
Profanity0.012517073
Threat0.008026198
Severe Toxicity0.0015640259
Low Tox 0.0665887 Moderate Con 0.438 Policy_Critique
Nov 20, 2025 17 likes Thousands of refugees allowed into …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism finance by the Liberal party of Canada.!😊
Identity Attack0.024801146
Insult0.02283525
Profanity0.011663092
Threat0.006530962
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.588 Policy_Critique
Dec 31, 2025 1 likes Deportations From Canada at Their …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system exactly to do that
Identity Attack0.014953227
Insult0.023866551
Profanity0.020851927
Threat0.006589218
Severe Toxicity0.0022602081
Low Tox 0.06381883 Moderate Con 0.422 Unverified_Claim
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Identity Attack0.04177703
Insult0.01838776
Profanity0.010604155
Threat0.0065180166
Severe Toxicity0.0012302399
Low Tox 0.063027434 Constructive 0.665 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
and why would Citizens continue to pay Taxes to a Gov't that wants the Country to Fail?
and why would Citizens continue to pay Taxes to a Gov't that wants the Country to Fail?
Identity Attack0.0038107792
Insult0.028171662
Profanity0.012551232
Threat0.007029374
Severe Toxicity0.0012493134
Low Tox 0.06263174 Low Con 0.195 Moral_Argument
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age of 17? Now add on the child care benefit. For each child under the age of 6 the family gets $6400 & those over the age of 6 to 17 they get $5400. So if you had 8 kids, 4 under the age of 6 equal to $25,600 & 4 over equal $21,600 & it's all tax free. Now add on subsidized housing, free health care, the one time setup housing money & the Government covered their transportation cost to Canada. Total $97,200, most of it tax free. Canadian Immigration Consultant considers this kind of family just above the poverty line. Remember this is just a scenario, but it does show the added benefit of our wonderful child care benefit for families.
Identity Attack0.025203101
Insult0.022448512
Profanity0.01627459
Threat0.0072106146
Severe Toxicity0.0022029877
Low Tox 0.061444655 Constructive 0.788
Apr 10, 2018 2 likes How much do refugees and …
North America’s welfare schemes are running with their tax money bruh😂😂
North America’s welfare schemes are running with their tax money bruh😂😂
Identity Attack0.01087737
Insult0.021997316
Profanity0.01627459
Threat0.006440342
Severe Toxicity0.001707077
Low Tox 0.06104896 Low Con 0.158 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They are not paid for by the Feds. It's paid by over taxed and beleaguered Canadians like ME! I want it to stop!!!!!
They are not paid for by the Feds. It's paid by over taxed and beleaguered Canadians like ME! I want it to stop!!!!!
Identity Attack0.021585498
Insult0.0233509
Profanity0.012346277
Threat0.0069387536
Severe Toxicity0.0016021729
Low Tox 0.06025757 Constructive 0.536 Economic_Argument
Feb 24, 2026 'We do know that there's …
Toronto Mayor Olivia Chow speaks with reporters at Toronto City Hall Monday September 29, 2025. Toronto Mayor Olivia Chow is warning that Toronto residents could see a bump in their taxes to account for shelter …
Toronto Mayor Olivia Chow speaks with reporters at Toronto City Hall Monday September 29, 2025. Toronto Mayor Olivia Chow is warning that Toronto residents could see a bump in their taxes to account for shelter costs if the federal government doesn’t provide more cash for asylum seekers coming to the city. In a news conference ahead of a meeting of her executive committee Monday, Chow said the city’s reserve funds are depleted. Now a days international student also looking for asylum 😂😂😂 😂😂😂😂😂
Identity Attack0.010951365
Insult0.026831545
Profanity0.021466793
Threat0.0068869707
Severe Toxicity0.0019073486
Low Tox 0.059974585 Constructive 0.509
Sep 30, 2025 1 likes IRCC Names India in Study …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. Some of these individuals interviewed had now knowledge but just opinion. The host should be asking experts not just random people. When we need a kidney transplant, we see specific specialist, not random people on the street. To fix any issues in our society, we need to interview experts, not option based people
Identity Attack0.021585498
Insult0.026315894
Profanity0.014498309
Threat0.0066927844
Severe Toxicity0.0013923645
Low Tox 0.059479803 Constructive 0.807 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don’t trust the CRA and I wouldn’t want them doing my taxes!
I don’t trust the CRA and I wouldn’t want them doing my taxes!
Identity Attack0.008139528
Insult0.024511116
Profanity0.012380436
Threat0.0068999166
Severe Toxicity0.0014209747
Low Tox 0.059479803 Moderate Con 0.406 Policy_Critique
Jan 19, 2026 4 likes Canada’s new rules in 2026
When I came to Canada, I paid my fees, didn’t worked until my paperwork came out, paid my taxes, no support from the government. Now the get everything for free, support from the government and …
When I came to Canada, I paid my fees, didn’t worked until my paperwork came out, paid my taxes, no support from the government. Now the get everything for free, support from the government and still try to trick the system in their advantage.
Identity Attack0.017465452
Insult0.025929155
Profanity0.012482914
Threat0.0065050707
Severe Toxicity0.0014305115
Low Tox 0.059232414 Constructive 0.54
Jan 9, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not “abusing the system.” this was the program for people that came here legally and are working. To qualify for the PEQ, they had to be working full time, they pay taxes, they speak the language. They’re fixing our roads, keeping hospitals running, welding, machining, doing the jobs most of us take for granted every single day. The hard truth is that Canadians have stopped having enough children, and we simply don’t have enough young people with the skills to fill these roles. Yes, we absolutely should invest more in education and trade programs for our youth — my employer clients are begging young people to become mechanics, welders, skilled workers, often in the regions. Most don’t take those jobs, and even when they do, training takes two to three years. Our industries need people now, or parts of the economy will stall, and that affects all of us as Quebecers and Canadians. These workers are not asking for charity. They are already on the front lines keeping key sectors alive. Ending programs like the PEQ doesn’t punish “illegals” or “free riders”; it punishes people who are already integrated, working, and contributing to the society we all share. Also, all they are asking is for the new rules to not be applied to them retroactively, only for those coming new into the country, otherwise it is rug pulling those already here that played by the rules, and when the government does it to us we don't like, on principle of fairness, whatever you think of the numbers, too high too low, doesn't matters, it is the least we can all get behind as humans.
Identity Attack0.008583503
Insult0.028281843
Profanity0.01893901
Threat0.007197669
Severe Toxicity0.0017166138
Low Tox 0.058737632 Constructive 0.841 Personal_Narrative
Nov 22, 2025 Quebec Ends Economic Immigration Program …
420 on a years of taxes 😂😂 That is a real joke !
420 on a years of taxes 😂😂 That is a real joke !
Identity Attack0.0016371552
Insult0.027730936
Profanity0.014600786
Threat0.0060778605
Severe Toxicity0.0011348724
Low Tox 0.058737632 Low Con 0.24 Humor_Satire
Feb 6, 2026 Canada’s new rules in 2026
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on …
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on that OAS for as long as they can without consequence
Identity Attack0.02821777
Insult0.019161236
Profanity0.010740792
Threat0.0075083673
Severe Toxicity0.0017356873
Low Tox 0.058737632 Moderate Con 0.381
Jun 22, 2025 How Canada broke its immigration …

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.