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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: "well this is what you …" 686 comments · Page 16 of 28
The immigration system running well in 2010? Really. Under Harper? The man who wanted "Old Stock"? The federal government spends 9000 per year per canadian on health care. Do the math. This sum works out …
The immigration system running well in 2010? Really. Under Harper? The man who wanted "Old Stock"? The federal government spends 9000 per year per canadian on health care. Do the math. This sum works out to about 1400 per person. As a Canadian, I say big hairy deal!. Anothrr bunch of Old Stock Canadians creating a tempist in a teapot!
Identity Attack0.06249457
Insult0.07808672
Profanity0.015454767
Threat0.006925808
Severe Toxicity0.0030899048
Low Tox 0.1641865 Moderate Con 0.465 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! …
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! I love Canada more than any other place since l was accepted here being stateless , My little family has no other culture , we embraced a canadian one and we are confident to have well chosen!
Identity Attack0.058856625
Insult0.083359696
Profanity0.025087673
Threat0.006433869
Severe Toxicity0.0033569336
Low Tox 0.1641865 Constructive 0.779 Personal_Narrative
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I …
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I studied and learned English to fit in and be where I am now, why is this standard so skewed for people from former Asian, British colonies?
Identity Attack0.16373143
Insult0.055547886
Profanity0.02344803
Threat0.0067186756
Severe Toxicity0.0035095215
Low Tox 0.16331999 Constructive 0.701 Personal_Narrative
Oct 11, 2025 IRCC Names India in Study …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they are willing to work and pay taxes. In fact, we should look at the root cause of these problems. It is the colleges making money off these immigrants, it is the corporations who do not want to pay decent living wages to Canadians so they are hiring these immigrants at minimum wage jobs. This is called capitalism where the corporate has to save as much money as possible for their shareholders. So yes immigration is a huge problem but immigrants alone are not at fault. The fault lies with the government (federal, provincial and municipal) and the corporate entities in Canada as well.
Identity Attack0.08831879
Insult0.0816321
Profanity0.018665737
Threat0.007081157
Severe Toxicity0.0032615662
Low Tox 0.16245349 Constructive 0.663 Policy_Critique
Feb 14, 2026 1 likes Canada's tighter immigration policy divides …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Well on our way to becoming a low-trust society. Thank a liberal voter.
Well on our way to becoming a low-trust society. Thank a liberal voter.
Identity Attack0.040745795
Insult0.075868964
Profanity0.013473531
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.16043124 Low Con 0.269 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
I have worked my entire life and paid taxes and live well under the poverty line with young children and come from multy cultural family but I can't get assistance and most immigrants can. We …
I have worked my entire life and paid taxes and live well under the poverty line with young children and come from multy cultural family but I can't get assistance and most immigrants can. We are so lost as a country. We need to bring back unabashed pride for our country again
Identity Attack0.105256535
Insult0.053791173
Profanity0.020168742
Threat0.0072882893
Severe Toxicity0.0039100647
Low Tox 0.16043124 Constructive 0.704
Aug 27, 2025 Why Canadians Are Turning Against …
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
Identity Attack0.15731181
Insult0.034782536
Profanity0.018665737
Threat0.009463178
Severe Toxicity0.0038337708
Low Tox 0.16043124 Constructive 0.567
Aug 25, 2025 Why Canadians Are Turning Against …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Well done Liberals. Bullet Proof Vests Up!
Well done Liberals. Bullet Proof Vests Up!
Identity Attack0.029660052
Insult0.04852104
Profanity0.019963788
Threat0.07399795
Severe Toxicity0.0061798096
Low Tox 0.15987846 Low Con 0.186 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the point they want to go back to were they came from.
Identity Attack0.059311368
Insult0.03827355
Profanity0.019690514
Threat0.034422375
Severe Toxicity0.005340576
Low Tox 0.15932569 Moderate Con 0.305 Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Identity Attack0.12556632
Insult0.047935467
Profanity0.012380436
Threat0.0064079775
Severe Toxicity0.0031471252
Low Tox 0.1587729 Constructive 0.521 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. …
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. It’s hard to watch my mom seriously in fear of never being able to see her home again. Or how it once was.
Identity Attack0.19298288
Insult0.033790905
Profanity0.053435806
Threat0.0076637166
Severe Toxicity0.004196167
Low Tox 0.15711457 Constructive 0.744 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
go to any well established foreign cultured areas and you will never see this. China town, little italy, they offer a little taste of their culture, but never stopped being Canadian. Indians on the other …
go to any well established foreign cultured areas and you will never see this. China town, little italy, they offer a little taste of their culture, but never stopped being Canadian. Indians on the other hand... are trying to change Canada into India.
Identity Attack0.19693321
Insult0.034011267
Profanity0.013951761
Threat0.007145886
Severe Toxicity0.0031661987
Low Tox 0.15711457 Moderate Con 0.449 Identity_Assertion
Jan 31, 2026 Inside Canada's Indian Metropolis (Brampton)
Many Punjabis are from Pakistan n people who migrated before independence n those who not willing to connect themselves with Indians that's why they make a strong community abroad...this applies to srilankan refugees as well.... …
Many Punjabis are from Pakistan n people who migrated before independence n those who not willing to connect themselves with Indians that's why they make a strong community abroad...this applies to srilankan refugees as well.... India pakistan division is the major reason for such migration Indians from other states move only if they get job n bring only their wife n move back to India later....
Identity Attack0.18235919
Insult0.06250052
Profanity0.025087673
Threat0.008867673
Severe Toxicity0.0062561035
Low Tox 0.15656179 Constructive 0.672 Comparative_Framing
Feb 6, 2026 Inside Canada's Indian Invasion...
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other …
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other countries
Identity Attack0.18158256
Insult0.030154925
Profanity0.04291453
Threat0.008129764
Severe Toxicity0.004234314
Low Tox 0.15600902 Moderate Con 0.459 Unverified_Claim
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Lots of these people are causing crimes as well.
Lots of these people are causing crimes as well.
Identity Attack0.017766917
Insult0.06302499
Profanity0.01627459
Threat0.010628296
Severe Toxicity0.002746582
Low Tox 0.15600902 Low Con 0.242 Unverified_Claim
Aug 30, 2025 11 likes Why Canadians Are Turning Against …
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
Identity Attack0.059311368
Insult0.0670459
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.0042152405
Low Tox 0.15545623 Constructive 0.518
Dec 24, 2025 4 likes Deportations From Canada at Their …
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get …
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get their regular breaks as well asbreaks to pray when ever they feel like it,it is totally not fair for the other workers as we dont let our religion dictate our lives. Enough is enough!!
Identity Attack0.11744241
Insult0.03423163
Profanity0.019348921
Threat0.0069905366
Severe Toxicity0.0031661987
Low Tox 0.15545623 Constructive 0.721
Aug 26, 2025 182 likes Why Canadians Are Turning Against …
I'm an immigrant. I came to Canada 55 years ago. Legally and I couldn't speak english that well. I couldn't get a job as I was used to always work and with the public. And …
I'm an immigrant. I came to Canada 55 years ago. Legally and I couldn't speak english that well. I couldn't get a job as I was used to always work and with the public. And I couldn't get a job. The only place I could get a job. Was at the factory because I couldn't speak english. Good enough. Nobody would give me a job and it makes me very angry that this immigrants come in here now and take a job without speaking any english. That is not fair.
Identity Attack0.1232452
Insult0.042665333
Profanity0.013951761
Threat0.0064144502
Severe Toxicity0.002937317
Low Tox 0.15490346 Constructive 0.713
Aug 25, 2025 Why Canadians Are Turning Against …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Identity Attack0.10221587
Insult0.045593183
Profanity0.019348921
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.15435068 Moderate Con 0.352 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because …
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because of fake mass graves that were never dug up. We're being accused of genocide and replaced by people who think were evil. Not gonna end well!
Identity Attack0.043581683
Insult0.04149419
Profanity0.01893901
Threat0.031314444
Severe Toxicity0.004272461
Low Tox 0.15324512 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
After covid 19 and lax immigration laws opened the flood gates of Indians to come in and what they did? Start buying houses making the prices reach unattainable levels now for any native. On top …
After covid 19 and lax immigration laws opened the flood gates of Indians to come in and what they did? Start buying houses making the prices reach unattainable levels now for any native. On top of that who's on every single job now? Well now it's literally impossible to get a job anywhere. Cost of food? Oh yeah it rose 2 folds. Quality of living? Well that dropped 2 folds too.
Identity Attack0.120924085
Insult0.036545437
Profanity0.020510335
Threat0.0067963502
Severe Toxicity0.003967285
Low Tox 0.15324512 Constructive 0.522 Economic_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...

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.