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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: "The only people that do …" 4,268 comments · Page 71 of 171
Really people can't being human it feels that why cant anyone stop being racist
Really people can't being human it feels that why cant anyone stop being racist
Identity Attack0.28034934
Insult0.25404143
Profanity0.14930901
Threat0.011482717
Severe Toxicity0.018449519
Moderate 0.36095104 Low Con 0.291 Moral_Argument
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
I just hope they realize they are stealing jobs.... I haven't been employed in years and everywhere I go its Indian people... Can't even get a job at mc donalds....
I just hope they realize they are stealing jobs.... I haven't been employed in years and everywhere I go its Indian people... Can't even get a job at mc donalds....
Identity Attack0.38215697
Insult0.24903896
Profanity0.058946952
Threat0.011042561
Severe Toxicity0.011367798
Moderate 0.36095104 Constructive 0.547 Economic_Argument
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
Identity Attack0.37361985
Insult0.22303216
Profanity0.11477985
Threat0.011456826
Severe Toxicity0.017222947
Moderate 0.36095104 Moderate Con 0.412 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
you should do one on the white people in South Africa or Thailand!
you should do one on the white people in South Africa or Thailand!
Identity Attack0.40713623
Insult0.08030447
Profanity0.0838743
Threat0.058180105
Severe Toxicity0.017158391
Moderate 0.36043653 Low Con 0.23
Jan 27, 2026 Inside Canada's Indian Invasion...
Our government hard at work doing 💩. Not even tracking why people withdraw an application?!
Our government hard at work doing 💩. Not even tracking why people withdraw an application?!
Identity Attack0.020078164
Insult0.26957804
Profanity0.27072498
Threat0.008168601
Severe Toxicity0.0126394415
Moderate 0.36043653 Low Con 0.209
Oct 2, 2025 IRCC Names India in Study …
Can you Tell me that why is the Trash and homeless people in the Thumbnail i mean why❓‼️
Can you Tell me that why is the Trash and homeless people in the Thumbnail i mean why❓‼️
Identity Attack0.043581683
Insult0.36798462
Profanity0.10425757
Threat0.008168601
Severe Toxicity0.0104522705
Moderate 0.36043653 Low Con 0.231 Meta_Commentary
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Sikhs are literally among the nicest people on earth. Just don't allow the hendos and the mozlies.
Sikhs are literally among the nicest people on earth. Just don't allow the hendos and the mozlies.
Identity Attack0.39334553
Insult0.24928534
Profanity0.13432594
Threat0.02492592
Severe Toxicity0.021290002
Moderate 0.36043653 Moderate Con 0.441 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
Identity Attack0.3817989
Insult0.15911613
Profanity0.11725569
Threat0.050744623
Severe Toxicity0.041283876
Moderate 0.36043653 Low Con 0.229 Humor_Satire
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfortunately, they're now moving out of Bramladesh to other cities because they want to live where the white people are.
Unfortunately, they're now moving out of Bramladesh to other cities because they want to live where the white people are.
Identity Attack0.43256098
Insult0.1342682
Profanity0.09899642
Threat0.011560392
Severe Toxicity0.014898917
Moderate 0.36043653 Moderate Con 0.333
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Allegedly the Biggest Demographic Change occurred in North America by annihilating and 🍇 Indigenous Peoples who were replaced by criminal and mentally unhealthy European invaders who traffycked in and enslaved people from Africa for centuries. …
Allegedly the Biggest Demographic Change occurred in North America by annihilating and 🍇 Indigenous Peoples who were replaced by criminal and mentally unhealthy European invaders who traffycked in and enslaved people from Africa for centuries. Allegedly there is no specific culture in 🇨🇦 🇬🇧 because the invaders promoted immigrations as they expanded across vast Indigenous lands who are allegedly the Owners of Culture throughout the Americas.
Identity Attack0.3895355
Insult0.26395
Profanity0.12551236
Threat0.04686524
Severe Toxicity0.023076924
Moderate 0.36043653 Moderate Con 0.305 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
White people working in Tim Hortons in now a rare sighting. 😢
White people working in Tim Hortons in now a rare sighting. 😢
Identity Attack0.3895355
Insult0.15698463
Profanity0.06295506
Threat0.011172019
Severe Toxicity0.014963473
Moderate 0.36043653 Moderate Con 0.39 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as …
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as well and imposed English , French and Spanish and your religion and European culture. I would say to all of you please do not get panic. This planet ,s language is not English French or Spanish only ,thousands of other languages do have same rights. If you love to your language ,religion or culture then go back to your ancestor ,s rich land. Every body ,s fundamental human rights to speak his mother tongue and promote his culture Religion is a different issue.
Identity Attack0.35624164
Insult0.18728738
Profanity0.12639372
Threat0.16067244
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.558 Moral_Argument
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations going and they flooded Canada because of Justin Trudeau, comrade Freeland, Comrade,Carney and the WEF.. whose goal to undermine Canada as a nation for globalist through infiltrating of government criminal in its content. Many in the federal liberal cabinet are also involved even willing to break the constitution.
Identity Attack0.36702603
Insult0.34101152
Profanity0.028230323
Threat0.009540852
Severe Toxicity0.013801457
Moderate 0.36043653 Moderate Con 0.36 Unverified_Claim
Sep 29, 2025 3 likes IRCC Names India in Study …
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Identity Attack0.46028158
Insult0.1798321
Profanity0.09775851
Threat0.008841781
Severe Toxicity0.016900165
Moderate 0.36043653 Constructive 0.602 Personal_Narrative
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same …
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same Kulpreets
Identity Attack0.3817989
Insult0.26957804
Profanity0.14754629
Threat0.037530303
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian light to speak their language, culture,.... And the equally support and love other cultures language systems and respect everyone equally in the world.... A Zoraster from Iran, a Syrian Christian or a Jew, or …
Indian light to speak their language, culture,.... And the equally support and love other cultures language systems and respect everyone equally in the world.... A Zoraster from Iran, a Syrian Christian or a Jew, or a Tibetan Buddhist...who came to India... Indian not amazing people believe me guys
Identity Attack0.38238457
Insult0.17858955
Profanity0.12158839
Threat0.015602129
Severe Toxicity0.02077355
Moderate 0.3561489 Constructive 0.646 Moral_Argument
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Within the last century these people destroyed their own country & now they all run to white countries. Finally, Governor Carney has restricted the number of students from India 🇮🇳 plus cut back on immigration.
Within the last century these people destroyed their own country & now they all run to white countries. Finally, Governor Carney has restricted the number of students from India 🇮🇳 plus cut back on immigration.
Identity Attack0.39677486
Insult0.16773392
Profanity0.043916557
Threat0.022681303
Severe Toxicity0.01502803
Moderate 0.3561489 Moderate Con 0.385 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport the criminals AND jail the criminals who helped these people get into our country
Deport the criminals AND jail the criminals who helped these people get into our country
Identity Attack0.23391083
Insult0.23237456
Profanity0.046171114
Threat0.13853464
Severe Toxicity0.016383713
Moderate 0.3561489 Low Con 0.242 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
yeah, but it’s not gonna be like ICE just grabbing random brown people walking around
yeah, but it’s not gonna be like ICE just grabbing random brown people walking around
Identity Attack0.39966375
Insult0.16773392
Profanity0.14578357
Threat0.09776353
Severe Toxicity0.019482423
Moderate 0.3561489 Low Con 0.215 Moral_Argument
Jan 18, 2026 2.9 million Canadian temporary visas …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
*Sikhs were invited in Canada because their sweet relation with ISI (Pakistan spy agency) & their hatred towards Hindus, they wanted to carve a landlocked country from India since 80s. Canada wholeheartedly invited Sikhs so …
*Sikhs were invited in Canada because their sweet relation with ISI (Pakistan spy agency) & their hatred towards Hindus, they wanted to carve a landlocked country from India since 80s. Canada wholeheartedly invited Sikhs so they can tame Hindus of India & get things done, agencies even turned blind eye about their drug activities & crimes. Fast forward to 2025, these people are now liability for Canada with massive trans national drug cartels (Trucks), crimes & their anti Canada activities.*
Identity Attack0.39870077
Insult0.26395
Profanity0.026454043
Threat0.012337137
Severe Toxicity0.01754573
Moderate 0.3561489 Moderate Con 0.358 Unverified_Claim
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very …
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very rare to se immigrants become drug addicts and homeless. That's reserved for the native and the white people. But they complain every day without looking to the mirrors 🪞. Immigrants keep Canada running. More you spend time complaining, more time you will be poor. immigrant succeed even with a 17 $ by h living in a 500$ room after 3 or 5 years they all have houses, nice cars, business and investment i the country. why local can not do it even whit a university degree? Because they are not strong to go work double shifts if need it. Why to buy a 1 million dollars house if you can not even eat correctly every day. The problem is that people live like king and they blame others like the new Inmigrants for their own choices. Have a humble life, respect everyone. And I promise you will succeed.
Identity Attack0.3817989
Insult0.26957804
Profanity0.033144772
Threat0.010265815
Severe Toxicity0.012435913
Moderate 0.3561489 Constructive 0.677
Aug 24, 2025 3 likes Why Canadians Are Turning Against …
As a legal immigrant , I can testify that Canada has collapsed thru unsecured borders and massive refugee influx while white people faces racial discrimination , Unbelievable !
As a legal immigrant , I can testify that Canada has collapsed thru unsecured borders and massive refugee influx while white people faces racial discrimination , Unbelievable !
Identity Attack0.42615733
Insult0.16337912
Profanity0.022013342
Threat0.008919456
Severe Toxicity0.010604858
Moderate 0.3561489 Constructive 0.531
Aug 26, 2025 Why Canadians Are Turning Against …
You people should just work for the Indians. They need yardwork and cars polished too. If you can't beat them, join then.
You people should just work for the Indians. They need yardwork and cars polished too. If you can't beat them, join then.
Identity Attack0.3817989
Insult0.10148193
Profanity0.09292633
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3561489 Moderate Con 0.334 Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whenever someone tries to strike up a racist conversation with me about immigration I say "I know what you mean, Canada needs more black people right?"
Whenever someone tries to strike up a racist conversation with me about immigration I say "I know what you mean, Canada needs more black people right?"
Identity Attack0.44690517
Insult0.1505596
Profanity0.044668075
Threat0.007586042
Severe Toxicity0.011520386
Moderate 0.3561489 Constructive 0.549 Humor_Satire
Jan 29, 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.