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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: "As a tax payer and …" 99 comments · Page 4 of 4
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …
Why are they even getting same rate on social assistance as every Canadian citizen when they aren't even Canadian. Nor have they even worked for it again the tax payers are on the hook for …
Why are they even getting same rate on social assistance as every Canadian citizen when they aren't even Canadian. Nor have they even worked for it again the tax payers are on the hook for them
Identity Attack0.043839492
Insult0.030154925
Profanity0.013883443
Threat0.006427396
Severe Toxicity0.0019454956
Low Tox 0.09655223 Moderate Con 0.412
Feb 18, 2018 How much do refugees and …
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 …
Tax payers money is easy money, waste it as you want
Tax payers money is easy money, waste it as you want
Identity Attack0.0024973555
Insult0.027841117
Profanity0.012722028
Threat0.007586042
Severe Toxicity0.0013256073
Low Tox 0.07608539 Low Con 0.207
Dec 31, 2025 1 likes Deportations From Canada at Their …
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Identity Attack0.027614836
Insult0.018065477
Profanity0.010587076
Threat0.008000307
Severe Toxicity0.0015830994
Low Tox 0.075294 Constructive 0.545 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
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 …
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 …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less than 50,000 people which reflects 0.12% of the population…. This money would have been better used giving low income ppl a random cash bonus 😩
Identity Attack0.003385304
Insult0.020579277
Profanity0.012073003
Threat0.0063432488
Severe Toxicity0.001168251
Low Tox 0.045131154 Moderate Con 0.449
Oct 1, 2025 IRCC Names India in Study …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
$50,000 per family. You Canadian tax payers are rich.
$50,000 per family. You Canadian tax payers are rich.
Identity Attack0.01766643
Insult0.02051482
Profanity0.010347961
Threat0.0058286544
Severe Toxicity0.0012779236
Low Tox 0.04216247 Low Con 0.221
Jan 16, 2018 5 likes How much do refugees and …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per day per person to track them down. This should be deducted from the Liberal party's salary and not the tax payers! Or better yet, seize/freeze Trudeau's bank account/pension!!!!
Identity Attack0.006955597
Insult0.017292
Profanity0.0103821205
Threat0.008311004
Severe Toxicity0.0013446808
Low Tox 0.041915078 Constructive 0.637
Sep 29, 2025 IRCC Names India in Study …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
Identity Attack0.012061302
Insult0.011996903
Profanity0.009442741
Threat0.0062008454
Severe Toxicity0.0009012222
Low Tox 0.026970858 Constructive 0.578
Nov 26, 2025 Quebec Ends Economic Immigration Program …
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 …
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 …
Who is paying for this free food? Someone is fitting the bill, is it the tax payers?!
Who is paying for this free food? Someone is fitting the bill, is it the tax payers?!
Identity Attack0.0015169121
Insult0.009526889
Profanity0.010279642
Threat0.0058966195
Severe Toxicity0.0005865097
Low Tox 0.014576632 Low Con 0.198 Economic_Argument
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
there is no such thing as "government sponsored" but only "tax payer sponsered"
there is no such thing as "government sponsored" but only "tax payer sponsered"
Identity Attack0.0021551251
Insult0.008633883
Profanity0.010125926
Threat0.0057477434
Severe Toxicity0.0005221367
Low Tox 0.01218908 Low Con 0.171
Feb 19, 2019 4 likes How much do refugees and …
Well fYI any FEDERAL assistance is tax payer money...Whether it be healthcare or language assistance.
Well fYI any FEDERAL assistance is tax payer money...Whether it be healthcare or language assistance.
Identity Attack0.0020996283
Insult0.008519882
Profanity0.00950252
Threat0.005644177
Severe Toxicity0.00046730042
Low Tox 0.011812098 Low Con 0.3
Jun 28, 2019 How much do refugees and …
In no situations should anyone be getting for free better health benefit than tax payers.
In no situations should anyone be getting for free better health benefit than tax payers.
Identity Attack0.0020256327
Insult0.00813988
Profanity0.009545219
Threat0.0058707283
Severe Toxicity0.0005364418
Low Tox 0.010555492 Low Con 0.261 Moral_Argument
Feb 23, 2026 84 likes 'We do know that there's …
As a tax payer, I approve this message
As a tax payer, I approve this message
Identity Attack0.001951637
Insult0.0070473733
Profanity0.011150704
Threat0.0064015044
Severe Toxicity0.0007200241
Low Tox 0.008859074 Moderate Con 0.421
Dec 29, 2025 Deportations From Canada at Their …
GOD I hope so!!! Too many who offer nothing but a burden on the tax payer. GO HOME!!!!
GOD I hope so!!! Too many who offer nothing but a burden on the tax payer. GO HOME!!!!
Identity Attack0.000058958827
Insult0.00016060325
Profanity0.00003311271
Threat0.00004497905
Severe Toxicity0.0000037955624
Low Tox 0.0004072539
Apr 14, 2025 107 likes
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
Identity Attack0.000053683372
Insult0.00012659596
Profanity0.000018385608
Threat0.000019574416
Severe Toxicity0.0000026482826
Low Tox 0.00028052746 Economic_Argument
Apr 14, 2025 21 likes

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.