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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: "All our tax dollars just …" 74 comments · Page 3 of 3
VERY VERY GOOD NEWS!!! Even if it cost 1 billion dollars- I will happily pay more taxes to make sure ALL illigals and expired permits are kicked out of this country. But that's not enough. …
VERY VERY GOOD NEWS!!! Even if it cost 1 billion dollars- I will happily pay more taxes to make sure ALL illigals and expired permits are kicked out of this country. But that's not enough. We need to TOTALLY BAN any permit issuance and renewal for at least 20-30 years. Just to give the country some breathing room. You can apply after 30 years. No issues.
Identity Attack0.056582913
Insult0.0314771
Profanity0.013507691
Threat0.013476364
Severe Toxicity0.0040245056
Low Tox 0.11181668 Constructive 0.636
Dec 23, 2025 2 likes Deportations From Canada at Their …
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
Identity Attack0.019575719
Insult0.035333443
Profanity0.013507691
Threat0.010421164
Severe Toxicity0.002193451
Low Tox 0.1104733 Low Con 0.213 Call_To_Action
Oct 6, 2025 IRCC Names India in Study …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
Good. Keep it going agree 💯💯. Don't like to see tax dollars going there. The people being deported should be made to pay for their own flights. $300 million plus 😮😮😮too much money being spent …
Good. Keep it going agree 💯💯. Don't like to see tax dollars going there. The people being deported should be made to pay for their own flights. $300 million plus 😮😮😮too much money being spent as it is
Identity Attack0.030691283
Insult0.023028618
Profanity0.012004685
Threat0.0076119336
Severe Toxicity0.0018310547
Low Tox 0.09872158 Constructive 0.61 Economic_Argument
Dec 25, 2025 Deportations From Canada at Their …
Doesn't deportation fix this tax dollars being wasted here is see . No more .
Doesn't deportation fix this tax dollars being wasted here is see . No more .
Identity Attack0.023193322
Insult0.021481665
Profanity0.011663092
Threat0.008427517
Severe Toxicity0.0019168854
Low Tox 0.09438288 Low Con 0.289 Policy_Critique
Oct 8, 2025 1 likes IRCC Names India in Study …
the liberal government at all level do not care because they still get the same tax dollars from us all so the only way to get this country back is vote for a new government …
the liberal government at all level do not care because they still get the same tax dollars from us all so the only way to get this country back is vote for a new government or by force
Identity Attack0.014752249
Insult0.027476108
Profanity0.017914234
Threat0.010369381
Severe Toxicity0.002412796
Low Tox 0.09351514 Low Con 0.248
Aug 25, 2025 Why Canadians Are Turning Against …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
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 …
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 …
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 …
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 …
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 …
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 …
How about spending the tax dollars on the old age pension for pensioners who cannot now even put food on the table... Stop the handouts
How about spending the tax dollars on the old age pension for pensioners who cannot now even put food on the table... Stop the handouts
Identity Attack0.0035332954
Insult0.026315894
Profanity0.010911589
Threat0.0064079775
Severe Toxicity0.0010633469
Low Tox 0.050573748 Moderate Con 0.367
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling money lainderingf people smuggling etc.
Identity Attack0.0022753682
Insult0.02283525
Profanity0.013473531
Threat0.007081157
Severe Toxicity0.0012683868
Low Tox 0.04711028 Moderate Con 0.352 Policy_Critique
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
We need pre Trudeau (Pierre) immigration laws. Stop spending our tax dollars on this.
We need pre Trudeau (Pierre) immigration laws. Stop spending our tax dollars on this.
Identity Attack0.018771807
Insult0.015340924
Profanity0.009622077
Threat0.006479179
Severe Toxicity0.0011396408
Low Tox 0.04290464 Low Con 0.267
Dec 25, 2025 1 likes Deportations From Canada at Their …
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 …
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 …
Without ice, you would be spending your hard-earned tax dollars on taking care of these people.
Without ice, you would be spending your hard-earned tax dollars on taking care of these people.
Identity Attack0.0031818156
Insult0.012072904
Profanity0.011714331
Threat0.007870848
Severe Toxicity0.0012588501
Low Tox 0.026145924 Low Con 0.297 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
Identity Attack0.0015169121
Insult0.008025879
Profanity0.01041628
Threat0.0060908063
Severe Toxicity0.00061511993
Low Tox 0.012000589 Moderate Con 0.367
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
my tax dollars finally in works for a good reason. We should be looking for much stricter laws than C12
my tax dollars finally in works for a good reason. We should be looking for much stricter laws than C12
Identity Attack0.0017851467
Insult0.0073798755
Profanity0.010006369
Threat0.0062979385
Severe Toxicity0.0005531311
Low Tox 0.009298885 Moderate Con 0.414
Dec 23, 2025 Deportations From Canada at Their …

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.