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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 2 of 4
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become …
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become a liability on the tax payers now.... economy is doldrums
Identity Attack0.22458547
Insult0.3388922
Profanity0.030138692
Threat0.008336896
Severe Toxicity0.0076293945
Moderate 0.33255672 Low Con 0.224 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Identity Attack0.3043136
Insult0.16758773
Profanity0.021466793
Threat0.0072106146
Severe Toxicity0.008926392
Moderate 0.3286776 Low Con 0.171 Economic_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are …
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are not tax payers we bring in......
Identity Attack0.29188538
Insult0.16868424
Profanity0.01764096
Threat0.018710058
Severe Toxicity0.011367798
Moderate 0.32020867 Moderate Con 0.316 Policy_Critique
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
So out of the 500-600,000 being let in every year over the last 10 yrs.... You do the math.... Explains the increase in crime nation wide and the reason BILLIONS are being spent by tax …
So out of the 500-600,000 being let in every year over the last 10 yrs.... You do the math.... Explains the increase in crime nation wide and the reason BILLIONS are being spent by tax payers for the millions of immigrants and fake refugees. I can't get a loan for 10,000 but they get 80,000 a year FREE... This country is being destroyed
Identity Attack0.26494437
Insult0.18977246
Profanity0.022218296
Threat0.019228047
Severe Toxicity0.010375977
Moderate 0.3127066 Constructive 0.505
Nov 27, 2025 Thousands of refugees allowed into …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit of tax payers. Asian immigrants are a different breed. They work, and education is very important to them, do you can’t compare the two. A bunch of BS liberal propaganda.
Identity Attack0.23011416
Insult0.24928534
Profanity0.14666493
Threat0.0070552654
Severe Toxicity0.009727478
Moderate 0.30993456 Constructive 0.545
Nov 4, 2018 How much do refugees and …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian citizenship and the owners of the immigration agencies are involved and all drive G-Wagons.....CRA go look there!!!!!
Identity Attack0.18391247
Insult0.23704576
Profanity0.016957775
Threat0.053330876
Severe Toxicity0.011520386
Moderate 0.30716252 Low Con 0.203 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope you investigate more in Canada !
Identity Attack0.27914262
Insult0.1798321
Profanity0.019007329
Threat0.007249452
Severe Toxicity0.008392334
Moderate 0.3057765 Constructive 0.595 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Are you kidding me? This has been going on for too long? Why is our government so slow? Government is a joke! Anyone with any criminal violation should be deported. Save tax payer money.
Are you kidding me? This has been going on for too long? Why is our government so slow? Government is a joke! Anyone with any criminal violation should be deported. Save tax payer money.
Identity Attack0.01857083
Insult0.25998658
Profanity0.03489832
Threat0.028206514
Severe Toxicity0.006980896
Moderate 0.30502358 Low Con 0.278 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Immigrants causing tax payers money should be a felony criminal charge. If you enter a country illegally, it should be a felony.
Immigrants causing tax payers money should be a felony criminal charge. If you enter a country illegally, it should be a felony.
Identity Attack0.316
Insult0.10587067
Profanity0.024472807
Threat0.050744623
Severe Toxicity0.01302678
Moderate 0.30439767 Low Con 0.25 Policy_Critique
Mar 8, 2026 Deportations From Canada at Their …
Trudeau has ruined Canada….he cannot stop bringing in immigrants and refugees that are costing tax payers billions of dollars. How early it is to spend …blow the tax payers money . Where are we now …
Trudeau has ruined Canada….he cannot stop bringing in immigrants and refugees that are costing tax payers billions of dollars. How early it is to spend …blow the tax payers money . Where are we now ? Canadians are sleeping in tents, Canadians are taxed into poverty to pay for all the freebies and hand outs and easy money. The demand on housing has made buying a home impossible in Canada and rents are skyrocketing along with the cost of food! Millions of Canadians no longer have a family Doctor….waiting lists are tremendous…people are not getting the healthcare like in the past. What is the solution to the problem?…the Trudeau government say we need to bring in millions more people to build homes……WHAT? Really? Would you buy 1000 horses or cows without a barn ? NO! Why not put the millions of people you already brought into this country to work building houses instead of working at Walmart or fast food joints or delivering trucks. Low income jobs to keep the companies here happy with cheap labour so they can made big profits instead of paying Canadians a living wage! It is all about moneymaking, greed, and votes, to hell with the taxpayers of Canada!
Identity Attack0.18158256
Insult0.24928534
Profanity0.023652986
Threat0.011638066
Severe Toxicity0.010147095
Moderate 0.30319387 Moderate Con 0.49
Aug 23, 2023 2 likes How much do refugees and …
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
Identity Attack0.051808115
Insult0.24928534
Profanity0.124631
Threat0.007547205
Severe Toxicity0.009422302
Low Tox 0.29039988 Moderate Con 0.336 Economic_Argument
Oct 12, 2025 IRCC Names India in Study …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Identity Attack0.17070955
Insult0.24767025
Profanity0.038655918
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.28425202 Constructive 0.826 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that are fake and tax payers end up paying millions to support them !!!
Identity Attack0.2772088
Insult0.1662211
Profanity0.016069634
Threat0.009023022
Severe Toxicity0.007209778
Low Tox 0.2786282 Constructive 0.6 Identity_Assertion
Dec 27, 2025 Deportations From Canada at Their …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Identity Attack0.2854555
Insult0.16780703
Profanity0.025634222
Threat0.011275585
Severe Toxicity0.010604858
Low Tox 0.2763787 Constructive 0.708 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of …
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of Special Interest Groups all while hurting the Tax Payers and the destruction of Strong Economies with know Trade Deals with 🇺🇸🤝🇨🇦
Identity Attack0.10221587
Insult0.24561718
Profanity0.053435806
Threat0.008336896
Severe Toxicity0.007209778
Low Tox 0.27412915 Moderate Con 0.396 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …
Vet people VERY VERY, STRINGENTLY. Deport criminals, and non tax payers. Go after the GANGS. Jail or deport. Huge numbers of Americans are trying to get in as well. Their democracy has failed. We must …
Vet people VERY VERY, STRINGENTLY. Deport criminals, and non tax payers. Go after the GANGS. Jail or deport. Huge numbers of Americans are trying to get in as well. Their democracy has failed. We must save our own country.
Identity Attack0.10221587
Insult0.15769513
Profanity0.019758832
Threat0.064645745
Severe Toxicity0.008583069
Low Tox 0.25727063 Moderate Con 0.471 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our tax payer money and everything australia is being taken over by immigrants
Identity Attack0.2803029
Insult0.077136256
Profanity0.02023706
Threat0.0086087575
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
Most have become a burden on the average Canadian tax payers. The 1 guy India was better but yet they come here lmfao
Most have become a burden on the average Canadian tax payers. The 1 guy India was better but yet they come here lmfao
Identity Attack0.18546575
Insult0.12702756
Profanity0.07191269
Threat0.008893564
Severe Toxicity0.008125305
Low Tox 0.25462922 Low Con 0.265 Economic_Argument
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
CBC is just as bad as CNN. CBC is paid 2 billion? of Tax payers money to preach for Trudeau? Not to be trusted....
CBC is just as bad as CNN. CBC is paid 2 billion? of Tax payers money to preach for Trudeau? Not to be trusted....
Identity Attack0.012842959
Insult0.24928534
Profanity0.01805087
Threat0.007197669
Severe Toxicity0.003376007
Low Tox 0.25462922 Low Con 0.214
Oct 17, 2018 1 likes How much do refugees and …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining that you see other colours around when the nation's commerce must go on... The guy saying no taxes doesnt look like our regular tax payer either... Seems to me the only work he does is buying synthetic drugs and sleeping on benches...
Identity Attack0.18313584
Insult0.12521741
Profanity0.018665737
Threat0.009385503
Severe Toxicity0.005340576
Low Tox 0.25462922 Constructive 0.604
Sep 19, 2025 93 likes Inside Canada's Indian Metropolis (Brampton)
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from everywhere who get free houses and live on welfare and even they get free dental.They are living on Canadian tax payer money. Immigrants don’t get any government help plus visa and other requirements are still there Internet is just home of negativity and full of misinformation.
Identity Attack0.2783691
Insult0.08508729
Profanity0.01309778
Threat0.006550381
Severe Toxicity0.004501343
Low Tox 0.24603334 Constructive 0.634
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
Identity Attack0.026609946
Insult0.16795322
Profanity0.018324144
Threat0.04201601
Severe Toxicity0.0059127808
Low Tox 0.23812068 Moderate Con 0.32 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Identity Attack0.07673789
Insult0.16853803
Profanity0.02973333
Threat0.00814271
Severe Toxicity0.0043296814
Low Tox 0.23739935 Moderate Con 0.382 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers have to pay it while we are out working everyday while they get to do nothing the minimum it makes me si mad...canada is suffering because of it now worst thing they ever did was ket them all over her canada is ruined now !!!!
Identity Attack0.03919895
Insult0.08508729
Profanity0.02030538
Threat0.010938995
Severe Toxicity0.0046539307
Low Tox 0.20219094 Moderate Con 0.48 Moral_Argument
Aug 26, 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.