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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

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Active: "America, is with you, Canada!" 190 comments · Page 7 of 8
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Brit, my perception of Canada only ten years ago was of lumberjacks, pine forrests, maple syrup and generally just being a cleaner, more orderly version of America. Now when I think of Canada …
As a Brit, my perception of Canada only ten years ago was of lumberjacks, pine forrests, maple syrup and generally just being a cleaner, more orderly version of America. Now when I think of Canada I think of Sikhs and Hindus. Mindblowing how quickly things can change (if the powers that be facilitate it!)
Identity Attack0.08500996
Insult0.03136692
Profanity0.015864678
Threat0.007197669
Severe Toxicity0.0030708313
Low Tox 0.11078331 Constructive 0.56 Identity_Assertion
Oct 3, 2025 97 likes Inside Canada's Indian Metropolis (Brampton)
It is a Hindu Crusade of this century, and just like here in America, Canada's government encourages the establishment of every other culture except their own. It is the hard truth.
It is a Hindu Crusade of this century, and just like here in America, Canada's government encourages the establishment of every other culture except their own. It is the hard truth.
Identity Attack0.10221587
Insult0.025542418
Profanity0.011663092
Threat0.0063885585
Severe Toxicity0.002193451
Low Tox 0.10956833 Low Con 0.255
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Identity Attack0.078392304
Insult0.025929155
Profanity0.014327513
Threat0.007857903
Severe Toxicity0.0030136108
Low Tox 0.10870059 Low Con 0.169 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Invasion...
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very …
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very selective in taking in Syrian refugees in 2015 and they were the only country in the Americas to not be impacted by The Venezuelan crisis. The govt brought this on themselves lol
Identity Attack0.053854458
Insult0.028612386
Profanity0.016889455
Threat0.007624879
Severe Toxicity0.0020885468
Low Tox 0.10175867 Moderate Con 0.438 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
She's talking about Canada not America. in America they just walk across the border And get everything free because it's unconstitutional to deport them and not support them
She's talking about Canada not America. in America they just walk across the border And get everything free because it's unconstitutional to deport them and not support them
Identity Attack0.04641757
Insult0.024382202
Profanity0.011936366
Threat0.00756015
Severe Toxicity0.0017929077
Low Tox 0.08795626 Moderate Con 0.396
Feb 15, 2020 1 likes How much do refugees and …
I got a buddy in canada, i feel so much worry and hope everythings improves, or just make it apart of america
I got a buddy in canada, i feel so much worry and hope everythings improves, or just make it apart of america
Identity Attack0.053399716
Insult0.01890341
Profanity0.015318131
Threat0.009877442
Severe Toxicity0.0025177002
Low Tox 0.08479069 Constructive 0.523
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Trudeau and Carney sold out Canada and North America
Trudeau and Carney sold out Canada and North America
Identity Attack0.010655383
Insult0.027841117
Profanity0.011782649
Threat0.0072365063
Severe Toxicity0.0016021729
Low Tox 0.069754265 Low Con 0.26
Jan 27, 2026 302 likes Inside Canada's Indian Invasion...
doesnt matter how many peopel america deports if canada just keeps importing tens of millions into north america
doesnt matter how many peopel america deports if canada just keeps importing tens of millions into north america
Identity Attack0.0376521
Insult0.017012933
Profanity0.011782649
Threat0.00780612
Severe Toxicity0.0016784668
Low Tox 0.06579731 Low Con 0.203 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Free health care and benefits in Canada 🇨🇦 no free health care in America 🇺🇸
Free health care and benefits in Canada 🇨🇦 no free health care in America 🇺🇸
Identity Attack0.041003603
Insult0.019354604
Profanity0.010228404
Threat0.0062979385
Severe Toxicity0.0020313263
Low Tox 0.06500591 Moderate Con 0.323
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
America has nothing Canada needs,especially Donald Trump.
America has nothing Canada needs,especially Donald Trump.
Identity Attack0.0064120363
Insult0.03198573
Profanity0.00012539669
Threat0.00038036652
Severe Toxicity0.0000038658154
Low Tox 0.062322762
Dec 8, 2025 1 likes
This is the beginning of what they are doing to America and what they've already done to Europe, wake up Canada
This is the beginning of what they are doing to America and what they've already done to Europe, wake up Canada
Identity Attack0.026408968
Insult0.020192537
Profanity0.012551232
Threat0.009256045
Severe Toxicity0.0022506714
Low Tox 0.062236045 Low Con 0.211 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
America is trying to fix ours but here comes Canada telling us we are being unfair
America is trying to fix ours but here comes Canada telling us we are being unfair
Identity Attack0.031464707
Insult0.022448512
Profanity0.011970525
Threat0.007029374
Severe Toxicity0.0014400482
Low Tox 0.058737632 Moderate Con 0.311
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
Welcome to America Alberta and all conservative ppl from the failed state of canada
Welcome to America Alberta and all conservative ppl from the failed state of canada
Identity Attack0.003862237
Insult0.034872442
Profanity0.000120081626
Threat0.00028181527
Severe Toxicity0.0000028187105
Low Tox 0.054697383 Identity_Assertion
Apr 15, 2025
Canada is going to be America soon Think of that. You need more,to fight
Canada is going to be America soon Think of that. You need more,to fight
Identity Attack0.014350293
Insult0.014352918
Profanity0.013268576
Threat0.016638106
Severe Toxicity0.0022792816
Low Tox 0.05255287 Low Con 0.155
Jan 8, 2026 Inside Canada's Indian Metropolis (Brampton)
Your in Canada, its the exact same as america only safer and more expensive.
Your in Canada, its the exact same as america only safer and more expensive.
Identity Attack0.03223813
Insult0.01961243
Profanity0.00995513
Threat0.0062914654
Severe Toxicity0.001745224
Low Tox 0.051563308 Moderate Con 0.367 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, I believe that we should reduce immigration while not completely removing it like America has. Especially because crime rate has increased a little since canada became so international
As a Canadian, I believe that we should reduce immigration while not completely removing it like America has. Especially because crime rate has increased a little since canada became so international
Identity Attack0.036105253
Insult0.013326911
Profanity0.010689554
Threat0.009307829
Severe Toxicity0.0018310547
Low Tox 0.049336795 Constructive 0.521 Policy_Critique
Feb 18, 2026 Inside Canada's Indian Invasion...
America wants to occupy Greenland to encircle Canada
America wants to occupy Greenland to encircle Canada
Identity Attack0.019073274
Insult0.014086916
Profanity0.013507691
Threat0.010343489
Severe Toxicity0.0019931793
Low Tox 0.044883765 Low Con 0.154 Unverified_Claim
Jan 20, 2026 Why Canada’s immigration system has …
America wants to occupy Greenland to encircle Canada
America wants to occupy Greenland to encircle Canada
Identity Attack0.019073274
Insult0.014086916
Profanity0.013507691
Threat0.010343489
Severe Toxicity0.0019931793
Low Tox 0.044883765 Low Con 0.151 Unverified_Claim
Jan 20, 2026 Why Canada’s immigration system has …
America wants to occupy Greenland to encircle Canada
America wants to occupy Greenland to encircle Canada
Identity Attack0.019073274
Insult0.014086916
Profanity0.013507691
Threat0.010343489
Severe Toxicity0.0019931793
Low Tox 0.044883765 Low Con 0.154 Unverified_Claim
Jan 20, 2026 Why Canada’s immigration system has …
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT …
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT U.S.A?! HOW DOES IT AFFECT US!?’ Because everything is about you guys. Bro gave us 12 minutes before it turned into ‘BUT AMERICA!’
Identity Attack0.010803374
Insult0.016556932
Profanity0.014874061
Threat0.0065115434
Severe Toxicity0.001411438
Low Tox 0.038519915 Moderate Con 0.461 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
America targeting canada to become 51st state but it's actually 29th state of india😂
America targeting canada to become 51st state but it's actually 29th state of india😂
Identity Attack0.019475231
Insult0.014086916
Profanity0.013268576
Threat0.0069905366
Severe Toxicity0.0013923645
Low Tox 0.036162965 Low Con 0.192
Jan 27, 2026 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.