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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: "So all you folks who …" 139 comments · Page 2 of 6
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
Identity Attack0.16801116
Insult0.5130944
Profanity0.16217725
Threat0.018019408
Severe Toxicity0.020127986
Moderate 0.46982017 Low Con 0.257 Insult
Jan 26, 2019 2 likes How much do refugees and …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones behind the crime rise in toronto are the new immigrants. I'm sorry to break it to y'all but if you do the research a lot of the people behind the crimes are born and raised canadian idiots (they could either be white canadian or children of immigrants aka 1st generation Canadians from any country). Its a big misconception people have regarding the crimes. All they see is a non white name and assume they're an immigrants. Majority of them are actually not even immigrants. I just had to stop the video and mention that.
Identity Attack0.4482637
Insult0.5130944
Profanity0.22622968
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.787 Insult
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Identity Attack0.5051593
Insult0.26957804
Profanity0.18909787
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.197 Identity Attack Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for …
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for 10-15 years and not even speak the local language! They change certain neighborhoods to "expat" neighborhoods with their bars and clubs and all that western garbage! This is not that different! If Indians immigrated to a south Asian country they would have no problem assimilating! These European immigrants of the olden days talk about their assimilation in to Canada as if they were assimilating into an entirely new culture. Please self reflect!
Identity Attack0.5135796
Insult0.40243408
Profanity0.2882351
Threat0.014048163
Severe Toxicity0.02425631
Moderate 0.44573322 Constructive 0.569 Identity Attack
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
You white folks arent native aswell.. greetings from pakistan punjab 🇵🇰
You white folks arent native aswell.. greetings from pakistan punjab 🇵🇰
Identity Attack0.5135796
Insult0.36798462
Profanity0.19032755
Threat0.03235042
Severe Toxicity0.08332442
Moderate 0.44039994 Moderate Con 0.368 Identity Attack Identity_Assertion
Feb 9, 2026 5 likes Inside Canada's Indian Invasion...
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
Identity Attack0.50515765
Insult0.3388922
Profanity0.16682947
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.297 Identity Attack Moral_Argument
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
Identity Attack0.5135796
Insult0.25800487
Profanity0.04592061
Threat0.011249693
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.501 Identity Attack Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
White folks are always unhappy. If they are majority and in charge, they are unhappy, and if they are the minority and in charge, they are unhappy. Can't make them happy.
White folks are always unhappy. If they are majority and in charge, they are unhappy, and if they are the minority and in charge, they are unhappy. Can't make them happy.
Identity Attack0.50515443
Insult0.25800487
Profanity0.11477985
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.281 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, aren't you a piece of work, a proud covert racist and master manipulator. Divide n conquer, psychological warfare and low iq yikes like you, makes the elite happy for the missionary work you're doing. …
Tyler, aren't you a piece of work, a proud covert racist and master manipulator. Divide n conquer, psychological warfare and low iq yikes like you, makes the elite happy for the missionary work you're doing. Hm, even they can't take their money with them when its their time to transition. Nothing to see here folks just the usual suspects doing the usual.
Identity Attack0.10221587
Insult0.4710501
Profanity0.044417568
Threat0.009722093
Severe Toxicity0.014898917
Moderate 0.42129645 Low Con 0.208 Moral_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
They question because they don't want the common folk questioning how they run things. When you suck at a job you don't want to hear about it....
They question because they don't want the common folk questioning how they run things. When you suck at a job you don't want to hear about it....
Identity Attack0.008065533
Insult0.3388922
Profanity0.37653163
Threat0.0076637166
Severe Toxicity0.015479924
Moderate 0.42129645 Low Con 0.274 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If you let them...they WILL take it from you.....wht ppl better quit being pzzys and blk folks need to stand with them and take back their homes instead of moving away.
If you let them...they WILL take it from you.....wht ppl better quit being pzzys and blk folks need to stand with them and take back their homes instead of moving away.
Identity Attack0.48915586
Insult0.3388922
Profanity0.19032755
Threat0.02682521
Severe Toxicity0.023076924
Moderate 0.40891263 Moderate Con 0.425 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This Country is on the brink of collapse thanks to unaccountable corrupt politicians, strap in folks.
This Country is on the brink of collapse thanks to unaccountable corrupt politicians, strap in folks.
Identity Attack0.046159767
Insult0.46327567
Profanity0.04667213
Threat0.03235042
Severe Toxicity0.009841919
Moderate 0.40336934 Low Con 0.176 Fear_Threat
Jan 21, 2026 Canada’s new rules in 2026
"just a couple of weeks ago" Folks, you dont need to even HAVE that kind of thing happen period! truly disgusting, truly EVIL is at work sending these people here to cause chaos
"just a couple of weeks ago" Folks, you dont need to even HAVE that kind of thing happen period! truly disgusting, truly EVIL is at work sending these people here to cause chaos
Identity Attack0.038425524
Insult0.42743355
Profanity0.087430455
Threat0.012906751
Severe Toxicity0.013155893
Moderate 0.4014846 Low Con 0.255 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone knows it,has put up with them for way too fing long. They don't appreciate sweet f all. All folks I know,,now hate them, hate them. Full blown hatred.
Everyone knows it,has put up with them for way too fing long. They don't appreciate sweet f all. All folks I know,,now hate them, hate them. Full blown hatred.
Identity Attack0.10221587
Insult0.32211447
Profanity0.25549942
Threat0.04029291
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.484
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't pay taxes is also Wild. And to claim that they don't have jobs is also wild. Also the white lady who bold face declared the Brampton used to be majority White, and is now upset that it's not is very telling lol. In her own words it used to be Multicultural but it's now bicultural. The gag is when it was majority white it wasn't bicultural because to her white people are always the norm lol. I'd like more evidence into how the Indian population has not assimilated. Wearing their own cultural clothes and worshiping where they choose to does not mean you have in a simulated LOL. Giving the mic to folks to spew unchecked nonsense is wild and you should all be utterly ashamed of yourselves. Did you feature any gudwara? Those are Sikh temples that provide lunger AKA free meals to people of any background. I've gone to Vancouver and seen it filled with tons of white and black who but looking for a meal and they were not turned away.
Identity Attack0.34000012
Insult0.40243408
Profanity0.12096943
Threat0.011379151
Severe Toxicity0.020257099
Moderate 0.4013387 Constructive 0.678
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government …
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government into a clown show after all said and done nothing will get done not one person will get deported
Identity Attack0.25817248
Insult0.39297962
Profanity0.10116278
Threat0.010990778
Severe Toxicity0.014382465
Moderate 0.39915034 Low Con 0.265
Oct 2, 2025 IRCC Names India in Study …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about …
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about assimilation? The world is changing.
Identity Attack0.4830652
Insult0.16817254
Profanity0.043415543
Threat0.00756015
Severe Toxicity0.015350811
Moderate 0.3827457 Moderate Con 0.451
Aug 27, 2025 Why Canadians Are Turning Against …
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have …
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have overstayed. And btw I just farted
Identity Attack0.024600167
Insult0.24903896
Profanity0.38413823
Threat0.025616571
Severe Toxicity0.021806452
Moderate 0.37751234 Constructive 0.65 Call_To_Action
Jan 22, 2026 2.9 million Canadian temporary visas …
Wiped out the natives, brought in Indians, and now complain about it—can't make this stuff up, folks.
Wiped out the natives, brought in Indians, and now complain about it—can't make this stuff up, folks.
Identity Attack0.4453683
Insult0.16853803
Profanity0.075468846
Threat0.13566011
Severe Toxicity0.021290002
Moderate 0.37576625 Low Con 0.195
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine …
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine about how they wish all these wops would leave and go back to Italy? Of course not. But, because these specific immigrants are also a visual minority, the racism factor goes up ten fold. Immigration has helped Canada exponentially more than it has hurt it. Be better - this is clearly very racist and xenophobic content.
Identity Attack0.3857254
Insult0.33964422
Profanity0.2801717
Threat0.0104988385
Severe Toxicity0.02167734
Moderate 0.37458646 Constructive 0.697 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Not supprising. Met alllllloot of dishonest folks from a predominant countries.
Not supprising. Met alllllloot of dishonest folks from a predominant countries.
Identity Attack0.23011416
Insult0.39297962
Profanity0.034397304
Threat0.010447056
Severe Toxicity0.008926392
Moderate 0.37458646 Moderate Con 0.301 Identity_Assertion
Oct 1, 2025 IRCC Names India in Study …
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians …
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians but they never colonised anyone so in this situation i support them over european heritage folks who dont believe in god.
Identity Attack0.39677486
Insult0.16124763
Profanity0.059948977
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3666224 Constructive 0.607 Moral_Argument
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Identity Attack0.46028158
Insult0.16551061
Profanity0.026044132
Threat0.04880493
Severe Toxicity0.015673593
Moderate 0.3625127 Constructive 0.557 Fear_Threat
Dec 25, 2025 2 likes Deportations From Canada at Their …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians who come to the US are vetted, are educated, and work hard. Since the 90s, most of the Indians who come to the US are not Punjabi Sikhs, nor are they Muslim. Punjabis came earlier, but since the tech boom, most who come are Hindus usually from Southern India. About 20% are also Christian. These Hindu and Christian Indians from Southern India are model minorities. Think of these kids who do well in the Spelling Bee. No crime, no trash, just educated hard working folks. Especially here where I am in San Jose, CA. So are these Canadians lying, or are the type of Indians who go to Canada worse? Those with fake diploomas or Sikhs claiming refugee status due to their religion and not being safe in Hindu India? Something is amiss bc how can these Indian immigrants be so different? If Canada is not vettung their immigrants why not? I also know that a coworker of mine who is from Southern India, his niece recently secured a visa to Canada and she is a Radiation Oncologist, an occupation Canada is in need of. So assumed lie the US, Canada is letting in needed skilled workers.
Identity Attack0.37361985
Insult0.3126888
Profanity0.06395709
Threat0.0076507707
Severe Toxicity0.0127685545
Moderate 0.36095104 Constructive 0.813
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)

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.