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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: "Our government did this to …" 1,794 comments · Page 20 of 72
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son …
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son is currently still running this scam with indian agents who lie and commit fraud and other wise lie on the application the ileds and also lie to the government about money in there bank 😂😂😂 i have more i have been trying to tell mps from coast to coast but no one will listen i have names and times and i have even know one of the indians that fled canada cause the government wanted him too and still scamming canada 😂 i have all the information if you guys are even slight curious 😂😂 😂
Identity Attack0.22935481
Insult0.3388922
Profanity0.1589207
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.593
Nov 23, 2025 Quebec Ends Economic Immigration Program …
⚠️ 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...
This is not Canada, they don't care about Canadians. They have Indian values. Shame on the government
This is not Canada, they don't care about Canadians. They have Indian values. Shame on the government
Identity Attack0.3825363
Insult0.25998658
Profanity0.070942834
Threat0.009048914
Severe Toxicity0.014317908
Moderate 0.37751234 Low Con 0.282
Oct 1, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
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)
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
Identity Attack0.44690517
Insult0.191015
Profanity0.03389629
Threat0.054624002
Severe Toxicity0.021548226
Moderate 0.37751234 Low Con 0.157 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
I cannot believe our government is letting them build temples to demons and have demon statues in our streets.
I cannot believe our government is letting them build temples to demons and have demon statues in our streets.
Identity Attack0.28034934
Insult0.34101152
Profanity0.1554785
Threat0.013113883
Severe Toxicity0.015092585
Moderate 0.37751234 Low Con 0.245 Fear_Threat
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
800000 Indian in Canada, that’s sad !!! Why is Canadian government doing that. Dump idea.
800000 Indian in Canada, that’s sad !!! Why is Canadian government doing that. Dump idea.
Identity Attack0.3817989
Insult0.3388922
Profanity0.05243378
Threat0.009540852
Severe Toxicity0.013866014
Moderate 0.37751234 Low Con 0.274 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Invasion by the third world. Thanks Government of Canada. How to ruin a country.
Invasion by the third world. Thanks Government of Canada. How to ruin a country.
Identity Attack0.38445538
Insult0.24171697
Profanity0.02474608
Threat0.049128212
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.18 Fear_Threat
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The entire security industry is fully funded and operated by East Indian students and possible PRS etc. Another corrupt comromised components of the government of Canada
The entire security industry is fully funded and operated by East Indian students and possible PRS etc. Another corrupt comromised components of the government of Canada
Identity Attack0.19693321
Insult0.40975618
Profanity0.02303812
Threat0.0071717775
Severe Toxicity0.007247925
Moderate 0.37751234 Low Con 0.201
Nov 16, 2025 1 likes IRCC Names India in Study …
DEPORT THEM...and send our government with them.
DEPORT THEM...and send our government with them.
Identity Attack0.2839175
Insult0.14150882
Profanity0.030890211
Threat0.2836219
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.16
Aug 27, 2025 Why Canadians Are Turning Against …
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
Identity Attack0.44690517
Insult0.18107465
Profanity0.09324962
Threat0.020609349
Severe Toxicity0.020515325
Moderate 0.37751234 Moderate Con 0.412 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
Identity Attack0.10221587
Insult0.1935001
Profanity0.39842105
Threat0.008712323
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.414
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
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...
How can they even say they are the Government! A Gov system is supposed to be in place in order to protect its citizens. Their negligence is criminal!
How can they even say they are the Government! A Gov system is supposed to be in place in order to protect its citizens. Their negligence is criminal!
Identity Attack0.02128403
Insult0.42167732
Profanity0.03189224
Threat0.010964886
Severe Toxicity0.0073623657
Moderate 0.37751234 Low Con 0.223 Moral_Argument
Nov 22, 2025 Thousands of refugees allowed into …
These fake students and work permit holder eating Canadian jobs. What is government doing???.the only way to servive Canadian to leave the Canada.😢😢😢😢😢
These fake students and work permit holder eating Canadian jobs. What is government doing???.the only way to servive Canadian to leave the Canada.😢😢😢😢😢
Identity Attack0.2816105
Insult0.36709076
Profanity0.027137227
Threat0.010032792
Severe Toxicity0.012833111
Moderate 0.37694603 Moderate Con 0.324
Oct 13, 2025 IRCC Names India in Study …
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't …
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't handing anything appropriately or even objectively being managed in a sensible way. however, you saying "greatest country in the world" instead of "USA" every time, is probably why people think you're racist and mocking other societies. I defended your India poop video because it was clear you weren't saying that all Indians live in filth like people claimed you were. But again, referencing the US as the best or greatest is just condescending and portentous. Now I'm not your Dad, say and do whatever you want, I'm still enjoying the content. Just saying being more humble and remembering the many problems the US has and how many self-inflicted 3rd world issues it places on itself, would be wise.
Identity Attack0.29035977
Insult0.36798462
Profanity0.2366394
Threat0.010472948
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.798 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for …
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for over 200 years so bad and people lost there wealth, the property from the famine, there culture had been ruined particularly in the north-eastern India, these Indians are not north-eastern. They are not doing anything evil, satanic, look to your churches for that, there were some really twisted things happening there with the authority and church fathers and pedophilia and buried of children and countless other scanerios torture chambers, torturing women, church vs government...
Identity Attack0.41052565
Insult0.2659317
Profanity0.21564959
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.536
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
This liberal government allowed those fraudster to enter Canada without proper betting.
This liberal government allowed those fraudster to enter Canada without proper betting.
Identity Attack0.08087392
Insult0.40420914
Profanity0.033144772
Threat0.0083886795
Severe Toxicity0.0066375732
Moderate 0.37576625 Low Con 0.123 Policy_Critique
Oct 3, 2025 2 likes IRCC Names India in Study …
Yeah. They are despised. And only here to prop up the liberal government and ruin our country.
Yeah. They are despised. And only here to prop up the liberal government and ruin our country.
Identity Attack0.12735364
Insult0.3388922
Profanity0.054938845
Threat0.045895394
Severe Toxicity0.010070801
Moderate 0.37576625 Low Con 0.242 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Where is the Canadian government? Why let senseless Punjap migration into their country? Not no traffic controls and rules 😮
Where is the Canadian government? Why let senseless Punjap migration into their country? Not no traffic controls and rules 😮
Identity Attack0.36702603
Insult0.3486032
Profanity0.02474608
Threat0.00866054
Severe Toxicity0.013543231
Moderate 0.37576625 Low Con 0.227 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
CANADIANS CIVILIANS that loves, cares about Canada 🇨🇦, must stand up.now.. let's create our own military army, we can build millions of soliders while our traitors military rcmp.nazi ss police, government, policitians can't beat us..
CANADIANS CIVILIANS that loves, cares about Canada 🇨🇦, must stand up.now.. let's create our own military army, we can build millions of soliders while our traitors military rcmp.nazi ss police, government, policitians can't beat us..
Identity Attack0.19890837
Insult0.3682569
Profanity0.06495911
Threat0.022335978
Severe Toxicity0.014188796
Moderate 0.37458646 Moderate Con 0.384
Nov 23, 2025 Thousands of refugees allowed into …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard in workplaces,hospitals,schools,retail,IT,manufacturing,government etc. ... Otherwise the so called mainstream bankrupt Cauca***n people dont even have money for retirement....Entitled lot dont want to work, they just want to make hateful videos and get attention. While they make such videos, Immigrants are focusing on working hard and getting ahead in life.
Identity Attack0.38176915
Insult0.3388922
Profanity0.22723788
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.656
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
People from India have to assimilate! Government sholud not allow worship statutes/temples. They are invading this country. Canada should mostly allow people from north america (US, Mex) or europe, Not Asia, nor Middle East, not …
People from India have to assimilate! Government sholud not allow worship statutes/temples. They are invading this country. Canada should mostly allow people from north america (US, Mex) or europe, Not Asia, nor Middle East, not Russia, etc...
Identity Attack0.46028158
Insult0.15911613
Profanity0.026044132
Threat0.009256045
Severe Toxicity0.019224197
Moderate 0.37458646 Moderate Con 0.311 Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Identity Attack0.10221587
Insult0.3388922
Profanity0.19524631
Threat0.030278467
Severe Toxicity0.015286255
Moderate 0.37458646 Moderate Con 0.306 Fear_Threat
Sep 27, 2025 1 likes IRCC Names India in Study …

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.