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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: "Where are the people who …" 4,268 comments · Page 63 of 171
⚠️ Freedom of Speech ≠ Freedom of Hate Speech. 1. Do they have any Valid Answer for Why They Hate Indians? 2. Do they have any Logical Explanation for How Indians are Harming People Across …
⚠️ Freedom of Speech ≠ Freedom of Hate Speech. 1. Do they have any Valid Answer for Why They Hate Indians? 2. Do they have any Logical Explanation for How Indians are Harming People Across the World? 📌 The Answer is NO. 👾 Any Negative Action or Thought By An Individual from India ≠ Every or Many Indians' Action or Thought. 👾 Minor Exceptions Do Not Represent Most of the Indians. 🤖 Spreading Hatred Because of a Minor or No Reason is a Sign of Poor Mental Condition or Lack of Proper Education & Awareness. 🇮🇳 India is Much Bigger than Someone's Imagination. 🇮🇳 Being An Indian is a Matter of Pride. 1. India is the World's Largest Democracy. 2. India is One of the World’s Oldest Civilizations. 3. India has the World's Oldest Religion. 4. India is One of the Most Diverse Countries in the World. 5. India is One of the Fastest-growing Major Economies in the World. 6. India is the 4th Largest Economy in the World. 7. India has One of the Fastest-growing Startup Ecosystems in the World. 8. India is the Home to 18% of Total Humanity on Earth. 9. India has One of the Most Influencial Cultural Diversities in the World. 10. India Produces World's 2nd Most STEM (Science, Technology, Engineering & Mathematics) Graduates Every Year. 11. India has One of the Largest Youth Work forces in the World. 12. India has the 2nd Largest Active Military Personnel in the World. 13. India is the 4th Powerful Military in the World. 14. India is the World's Pharmacy that Provides 20% of the World’s Generic Medicines. 15. India is the First Country to Reach Mars Orbit on its First Attempt. 16. India is the First Country to Land near the Moon’s South Pole. 17. Many Scientific & Mathematical Concepts Like Zero, Decimal System, Yoga, Astronomy, Metallurgy were Originated in India. 18. India has the World's Largest Highly Skilled Diaspora across the Countries. 19. India is the CEO Capital of the World leading World's Largest Corporations. 20. India has 3rd Highest Billionaires in the World. 21. About 11% of All the American Unicorn Startups are Co-founded by Indian Origin Citizens. 22. About 10% of Total US Patents are Attributed to the Indian-origin Inventors. 23. About 10% of Total US Physicians are of Indian Origin. 24. Indian Diaspora Contributes more than 5% of Total US Income Taxes Annually. 25. Indian Diaspora Contributes more than 5% of the UK’s Total GDP. 26. About 60% of all Hotels in the United States are Owned By Indian-origin Businessmen. 27. About 40% of all Convenience Stores in the US are Owned By Indian-origins. 28. Indian Origins are the Highest-earning Ethnic Group in the U.S. 29. Indian Diaspora Holds over 300 High-ranking Government Positions Across the Countries. 30. India Survived & Rebuilt itself after Centuries of Foreign Invasions & Colonization. 🤔 Actions of Individuals ≠ Actions of 1.4 Billion Indians.
Identity Attack0.39334553
Insult0.25998658
Profanity0.14313951
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.601 Moral_Argument
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
Identity Attack0.40713623
Insult0.21135417
Profanity0.068967216
Threat0.009256045
Severe Toxicity0.013543231
Moderate 0.37751234 Moderate Con 0.458 Moral_Argument
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
First off, the host is asking BS question from people who look they are on unemployment benefits. Second, getting ONE brown guy to says racist stuff doesn't makes the video less racist.
First off, the host is asking BS question from people who look they are on unemployment benefits. Second, getting ONE brown guy to says racist stuff doesn't makes the video less racist.
Identity Attack0.3908055
Insult0.25602314
Profanity0.12158839
Threat0.008738215
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.44 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. …
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. The religious community then pulls its resources and sets up all kinds of fake businesses across the city like daycares and special centers for people with Autism and mental retardation. They also take control of bodegas and gas stations across the city cash business is used to launder the money. Americans need to realize there's 1.5 billion Indians but there's only about 400 million Americans. They have quadruple or population and can easily send hundreds of millions of Indians to our country without losing any population. If they get caught doing crimes they just go to the Sikh temple and get help leaving the country with all their ill got in gains
Identity Attack0.39773783
Insult0.3388922
Profanity0.06495911
Threat0.010576514
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.601 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love …
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love others as long as you not call them out and if you do, all these angelic demeanor falls off, they come for you, your family, everyone. - complete respect for the countries they inhabit seeking absolute dominance and control. - then turn the country into sh.... then make their kids move to other countries to encroach and change demographics. Japanese, if you're reading this, don't tell us that the liberal left-wing Indians didn't warn you!!
Identity Attack0.32476485
Insult0.34314156
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.563 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand what happening right now. No one in Canada (except maybe Albertans) want to live in your fascist dictatorship.
Identity Attack0.19100772
Insult0.40243408
Profanity0.027410502
Threat0.0070164283
Severe Toxicity0.007972717
Moderate 0.37751234 Constructive 0.507 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
DONT TAKE ADVANTAGE OF THE SYSTEMS AND PATRIOTS AND CANADIAN PEOPLE, OR YOUR PENALTIES WILL BE DEATH PENALTIES BY THE CANADIAN PEOPLE
DONT TAKE ADVANTAGE OF THE SYSTEMS AND PATRIOTS AND CANADIAN PEOPLE, OR YOUR PENALTIES WILL BE DEATH PENALTIES BY THE CANADIAN PEOPLE
Identity Attack0.2831485
Insult0.11978693
Profanity0.04516909
Threat0.43785736
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.181
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Mercenaries. This is like aliens making a video about people from earth and getting mad that humans are KKK.
Mercenaries. This is like aliens making a video about people from earth and getting mad that humans are KKK.
Identity Attack0.23163283
Insult0.27146968
Profanity0.16729468
Threat0.016465442
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.085 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The brown people take care of their own.. the “Canadian” or white people, let their fellow Canadians who are struggling to suffer with no help, support, or love
The brown people take care of their own.. the “Canadian” or white people, let their fellow Canadians who are struggling to suffer with no help, support, or love
Identity Attack0.46028158
Insult0.16897665
Profanity0.04266402
Threat0.009696201
Severe Toxicity0.01502803
Moderate 0.37751234 Moderate Con 0.326
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's a shame for the fraudlent people, they are insulting and shaming yhe whole community. If found should be thrown out of Canada.
It's a shame for the fraudlent people, they are insulting and shaming yhe whole community. If found should be thrown out of Canada.
Identity Attack0.22458547
Insult0.38852
Profanity0.041661996
Threat0.07399795
Severe Toxicity0.01322045
Moderate 0.37751234 Moderate Con 0.352 Moral_Argument
Sep 30, 2025 2 likes IRCC Names India in Study …
Brampton is nut. A small plaza has like 20 stop signs because people do not have self regulation.
Brampton is nut. A small plaza has like 20 stop signs because people do not have self regulation.
Identity Attack0.025806036
Insult0.42167732
Profanity0.11354194
Threat0.0071847234
Severe Toxicity0.00831604
Moderate 0.37751234 Moderate Con 0.305 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure …
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure call him out, but do exactly the same for any other race or community. There are many hard working, law abiding Indians in Brampton. Painting all Indians with the same brush demotivates the genuine ones. This is like someone spotting 5 homeless white or refugee people on the road and filming them to then say all white and refugees are sh*t.
Identity Attack0.42615733
Insult0.3388922
Profanity0.30866358
Threat0.035113025
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.695 Moral_Argument
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
yeah the one white guy said it very correctly- "They just have low inteligence" yeah actually most of our people whethere they are rich or poor they act like they are the one. Our people …
yeah the one white guy said it very correctly- "They just have low inteligence" yeah actually most of our people whethere they are rich or poor they act like they are the one. Our people have a kind of attitude. That attitude is harming others also.
Identity Attack0.39461556
Insult0.26957804
Profanity0.07870171
Threat0.011379151
Severe Toxicity0.012962224
Moderate 0.37751234 Constructive 0.65 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
Identity Attack0.39773783
Insult0.2469859
Profanity0.10116278
Threat0.1115629
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.151 Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Why did you people reward the liberals for this dangerous incompetence
Why did you people reward the liberals for this dangerous incompetence
Identity Attack0.13377325
Insult0.40243408
Profanity0.049678206
Threat0.008738215
Severe Toxicity0.008049011
Moderate 0.37751234 Low Con 0.206 Policy_Critique
Aug 4, 2025 How Canada broke its immigration …
It's has forgotten Christianity in the name of diversity. But again it's the sold out politicians and the simple people who keep on unknowingly electing the same corrupt government
It's has forgotten Christianity in the name of diversity. But again it's the sold out politicians and the simple people who keep on unknowingly electing the same corrupt government
Identity Attack0.27991617
Insult0.40243408
Profanity0.047674157
Threat0.008013252
Severe Toxicity0.0077819824
Moderate 0.37751234 Low Con 0.267 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
All I see is a group of people who were friendly and nice to you, while you platformed low-lifes and junkies to denigrate them.
All I see is a group of people who were friendly and nice to you, while you platformed low-lifes and junkies to denigrate them.
Identity Attack0.08500996
Insult0.40243408
Profanity0.08355101
Threat0.007327127
Severe Toxicity0.008773804
Moderate 0.37751234 Moderate Con 0.328 Moral_Argument
Nov 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
Identity Attack0.46050715
Insult0.2469859
Profanity0.04266402
Threat0.011327368
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.411 Fear_Threat
Sep 28, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
@8:15 Oh, and why is that? No white people to coat tail?
@8:15 Oh, and why is that? No white people to coat tail?
Identity Attack0.44690517
Insult0.15414265
Profanity0.1067334
Threat0.044925548
Severe Toxicity0.019740647
Moderate 0.37751234 Low Con 0.219 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
Identity Attack0.4482637
Insult0.17361937
Profanity0.085167445
Threat0.008401625
Severe Toxicity0.019740647
Moderate 0.37751234 Moderate Con 0.454 Humor_Satire
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Your not human if your not racist. People act like its a bad thing
Your not human if your not racist. People act like its a bad thing
Identity Attack0.18546575
Insult0.3388922
Profanity0.13785136
Threat0.012181788
Severe Toxicity0.016771052
Moderate 0.37751234 Low Con 0.267 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m all for people to have safe and good lives, but it’s aggravating as hell, when East Indians in general here in Canada are 1.) Preying on women and children 2.) trying to shove their …
I’m all for people to have safe and good lives, but it’s aggravating as hell, when East Indians in general here in Canada are 1.) Preying on women and children 2.) trying to shove their beliefs on everyone else and threaten people 3.) get entitled benefits to the moon.
Identity Attack0.3895355
Insult0.26957804
Profanity0.22429734
Threat0.019055385
Severe Toxicity0.02116089
Moderate 0.37751234 Constructive 0.57
Aug 25, 2025 Why Canadians Are Turning Against …
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when …
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when the visa expired we returned back to India… stop telling on the whole…. Mention as North Indians, actually these hindi speaking people are frauds even in India. If India seperates as north and south I will support…. These North Indians are bringing down the country’s name….
Identity Attack0.45610145
Insult0.3388922
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.015673593
Moderate 0.37751234 Constructive 0.638
Sep 29, 2025 IRCC Names India in Study …
@1:56 THANK YOU FOR SPEAKING OUT, THIS IS ALL I WANT. I am TIRED of people coming here and not respecting our way of life and pushing their ways onto us. Also the lack of …
@1:56 THANK YOU FOR SPEAKING OUT, THIS IS ALL I WANT. I am TIRED of people coming here and not respecting our way of life and pushing their ways onto us. Also the lack of English speakers is fcking annoying as hell, especially when they are in a job that makes them have to serve the public. The amount of times that I have ordered food and that person not understand what I want is abysmal. Also @3:50 that is now reality in my city too. My own born and raised Canadian brother legit can't find a job even in neighboring cities.
Identity Attack0.10221587
Insult0.26957804
Profanity0.39026237
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.771 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
blaming the people for the failure of your government is diabolical
blaming the people for the failure of your government is diabolical
Identity Attack0.035589635
Insult0.3388922
Profanity0.2424468
Threat0.010887212
Severe Toxicity0.0127685545
Moderate 0.37751234 Low Con 0.17 Policy_Critique
Jan 27, 2026 2 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.