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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: "It's all about money and …" 786 comments · Page 14 of 32
Refugee does nor exist , when you have unrest in your country you stay to fight for better life I am not going to fight for you or give you my money to make you …
Refugee does nor exist , when you have unrest in your country you stay to fight for better life I am not going to fight for you or give you my money to make you wealthy and my kids poor just get out
Identity Attack0.16993292
Insult0.12521741
Profanity0.04065997
Threat0.012958534
Severe Toxicity0.009536743
Low Tox 0.2854903 Moderate Con 0.37 Moral_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
remember what markiplier said abuot honey everybody. no company can pay people for ads and give coustomers money for free without some sketchy buisnes. Sorry that ad pissed me off youll see in 2 years
remember what markiplier said abuot honey everybody. no company can pay people for ads and give coustomers money for free without some sketchy buisnes. Sorry that ad pissed me off youll see in 2 years
Identity Attack0.0034962974
Insult0.16839184
Profanity0.21024476
Threat0.008246276
Severe Toxicity0.0064849854
Low Tox 0.2854869 Moderate Con 0.499 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigration is a scam. There's very little, if any, economic benefit from immigration, and what benefit there is has been shown to almost always be captured by those who hired immigrants and the immigrants themselves, …
Immigration is a scam. There's very little, if any, economic benefit from immigration, and what benefit there is has been shown to almost always be captured by those who hired immigrants and the immigrants themselves, while passing on all the economic, social, and environmental burdens to our poor communities. Let's face it, immigration is a transfer of money from labor to capital it's about 3 things: profit, power, and punishment. We need to have an immigration moratorium. We also need to focus on re-migration for those who do not assimilate. Of course, none of this will happen until immigration becomes a problem for those at the top who have been pushing it down our throats for decades.
Identity Attack0.24462871
Insult0.16795322
Profanity0.04366605
Threat0.00899713
Severe Toxicity0.00831604
Low Tox 0.28547668 Constructive 0.591 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
Identity Attack0.1808059
Insult0.16883044
Profanity0.021876704
Threat0.009100696
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.144 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time …
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time just to earn money in order to stay longer in Canada and America. Bakeries in Toronto hire a lot of them through private employment agencies and pay them cash under the table. In other words, they just apply for permits so they can work and say screw education 😂
Identity Attack0.04177703
Insult0.16868424
Profanity0.22663295
Threat0.007068211
Severe Toxicity0.00793457
Low Tox 0.2854699 Constructive 0.552
Sep 28, 2025 IRCC Names India in Study …
canada is being taken with dirty money. that's it. period.
canada is being taken with dirty money. that's it. period.
Identity Attack0.10221587
Insult0.21368977
Profanity0.030389199
Threat0.007262398
Severe Toxicity0.0048446655
Low Tox 0.2853768 Low Con 0.133 Unverified_Claim
Sep 30, 2025 23 likes IRCC Names India in Study …
Indians openly say they came for your money and land , that's it
Indians openly say they came for your money and land , that's it
Identity Attack0.32476485
Insult0.0817555
Profanity0.08290444
Threat0.01254427
Severe Toxicity0.014059683
Low Tox 0.2853768 Low Con 0.226
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors are having to decide which bill to pay or miss the bill and buy food. I went to work at the age of 12. I had two paper routes to do before going to school which was a total of 7.00 a week. I also worked in a greenhouse after school and weekends for 50 cents an hour. Now being disabled I am not able to work even a part time job or even find a part time job. I have been looking for a part time job. I have sent out 250 resumes just last month and did not even get a rejection reply. My specialists asked me if I realized the harm I am doing to myself. What other choice do I have? The Liberal government have broken Canada.
Identity Attack0.10221587
Insult0.24928534
Profanity0.031140719
Threat0.007417747
Severe Toxicity0.006904602
Low Tox 0.2853768 Constructive 0.685 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
What an awful piece of journalism. Uhh look at graph go up! Up mean bad! Claims of an increase in suspicious asylum claims. Any sources? What is the definition of a suspicious asylum claim? Housing …
What an awful piece of journalism. Uhh look at graph go up! Up mean bad! Claims of an increase in suspicious asylum claims. Any sources? What is the definition of a suspicious asylum claim? Housing prices go up due to increased immigration. Any sources? Do corporate landlords stalling out the market have anything to do with this? Does anyone actually think that "low skill" workers taking up "Canadian teenagers'" jobs are able to afford a house? Temporary foreign workers taking up jobs. Any background on the temporary worker program? Does this seem like a policy failure or is it the immigrants' fault that corporations are abusing their labor to save money? A+ reporting here, guys!
Identity Attack0.055673428
Insult0.24928534
Profanity0.027000591
Threat0.007754337
Severe Toxicity0.0063323975
Low Tox 0.2853768 Constructive 0.615
Jun 17, 2025 How Canada broke its immigration …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Identity Attack0.053399716
Insult0.24171697
Profanity0.07934829
Threat0.009307829
Severe Toxicity0.008506775
Low Tox 0.28425202 Constructive 0.564 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
The indians come her and then take the money they make back to india. They don't support canada and our laws.
The indians come her and then take the money they make back to india. They don't support canada and our laws.
Identity Attack0.37730414
Insult0.0813853
Profanity0.020646973
Threat0.007547205
Severe Toxicity0.0073242188
Low Tox 0.28425202 Moderate Con 0.343
Aug 26, 2025 Why Canadians Are Turning Against …
so why do we have 10+ immigrants living in a 2 bedroom house? on food stamps driving a new car, free medical, not paying tax. Then we are told. they pay tax? then how can …
so why do we have 10+ immigrants living in a 2 bedroom house? on food stamps driving a new car, free medical, not paying tax. Then we are told. they pay tax? then how can they pay when they don't have a as card? they get DL and can't read or speak english? the city and states welcome them for the money they collect from the gov. but yet we have homeless vets. what BS!
Identity Attack0.17925262
Insult0.16480011
Profanity0.12220735
Threat0.007961469
Severe Toxicity0.009841919
Low Tox 0.28312725 Constructive 0.615
Jan 26, 2020 How much do refugees and …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a free for all why are we even paying taxes anymore anyway? For lip service? If the conservatives aren’t going to do anything then shut up already. Quit wasting taxpayers money on this if nothing is going to happen about it.
Identity Attack0.025806036
Insult0.22770336
Profanity0.0569429
Threat0.013372798
Severe Toxicity0.007820129
Low Tox 0.28312725 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as sending money back to support my parents in Ottawa. I get nothing from Canada, and rightly so. I have to purchase my own health insurance when coming back. That's completely okay with me because I haven't paid into the system for over 10 years. How in the hell is someone who hops over the border with no previous ties to Canada entitled to ANYTHING though? They should be shipped back to their country of origin and duties assessed on any imports from that country should be raised to cover those costs or some other method of recouping that money should happen.
Identity Attack0.059311368
Insult0.16337912
Profanity0.28593817
Threat0.00789674
Severe Toxicity0.011138916
Low Tox 0.2820025 Constructive 0.765
May 26, 2018 6 likes How much do refugees and …
Its your Tax Money$$$ Soft on Crime Liberals in your pockets.
Its your Tax Money$$$ Soft on Crime Liberals in your pockets.
Identity Attack0.099899694
Insult0.24928534
Profanity0.019690514
Threat0.009877442
Severe Toxicity0.005874634
Low Tox 0.2820025 Low Con 0.128
Sep 30, 2025 3 likes IRCC Names India in Study …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
In the first place they haven’t come here for studies - when you started giving student visa to gangsters, criminals and without any credentials- this is what happens. You created a whole fake college visa …
In the first place they haven’t come here for studies - when you started giving student visa to gangsters, criminals and without any credentials- this is what happens. You created a whole fake college visa scam to pocket the money - giving dubious one year diploma which can never give any job skill. Advertising it’s a pathway for citizenship . There are better colleges in India where these visa seekers can never enter due to the standards
Identity Attack0.17769934
Insult0.24928534
Profanity0.040409464
Threat0.008867673
Severe Toxicity0.007896423
Low Tox 0.2786282 Low Con 0.294 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
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...
We are spending too much money on foreigners. End of story.
We are spending too much money on foreigners. End of story.
Identity Attack0.30103904
Insult0.06652143
Profanity0.021056883
Threat0.010757755
Severe Toxicity0.007972717
Low Tox 0.27525392 Low Con 0.221 Economic_Argument
Feb 24, 2026 8 likes 'We do know that there's …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape to South Korea. And Canada’s immigration program is selective. Funny how racists like to pretend that immigration isn’t selective. It’s to prevent immigrants from being on welfare more than the citizen population, which is how it should be. Higher-skilled workers are mostly chosen to immigrate. They make good money through their skills, and are giving back to the country through paying taxes. This includes Africans, especially Christian ones. This guy isn’t fully using his head, ironically.
Identity Attack0.24293575
Insult0.191015
Profanity0.020510335
Threat0.0073918556
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.545 Economic_Argument
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
10:25 free money... in 2026... chat is this shi real?
10:25 free money... in 2026... chat is this shi real?
Identity Attack0.018671319
Insult0.06617179
Profanity0.22713706
Threat0.010343489
Severe Toxicity0.01412424
Low Tox 0.27412915 Low Con 0.248 Question
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as …
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as a crocodile tears
Identity Attack0.10221587
Insult0.22303216
Profanity0.028230323
Threat0.010680079
Severe Toxicity0.005683899
Low Tox 0.27412915 Moderate Con 0.35 Policy_Critique
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
But notice she didn't give a example of a Muslim who have multiple wives and multiple kids sitting on welfare state funded money Vietnamese and Asian they always make their way they ain't going to …
But notice she didn't give a example of a Muslim who have multiple wives and multiple kids sitting on welfare state funded money Vietnamese and Asian they always make their way they ain't going to sit on people and collect the system's money
Identity Attack0.33675182
Insult0.0838533
Profanity0.025907494
Threat0.007948523
Severe Toxicity0.008087158
Low Tox 0.27412915 Moderate Con 0.454
Jun 29, 2018 75 likes 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.