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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: "I imagine what will be …" 151 comments · Page 3 of 7
⚠️ 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 don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over …
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over the last 5 years.
Identity Attack0.44690517
Insult0.21368977
Profanity0.10549548
Threat0.009981008
Severe Toxicity0.014898917
Moderate 0.37751234 Constructive 0.551 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s disgusting. Imagine this place in 50 years
It’s disgusting. Imagine this place in 50 years
Identity Attack0.014852738
Insult0.3406697
Profanity0.13961408
Threat0.008194493
Severe Toxicity0.008926392
Moderate 0.37694603 Low Con 0.163 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
Identity Attack0.45348886
Insult0.21836096
Profanity0.07611542
Threat0.008686432
Severe Toxicity0.014963473
Moderate 0.37073207 Constructive 0.591 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Imagine these people build a 20ft tall statue and say it is god and puts it near the road for all to see, really?? Who is really in charge in Canada. All these false gods …
Imagine these people build a 20ft tall statue and say it is god and puts it near the road for all to see, really?? Who is really in charge in Canada. All these false gods with eight hands?? They are just inviting destruction on Canada!!
Identity Attack0.29035977
Insult0.2817503
Profanity0.040158957
Threat0.05721026
Severe Toxicity0.014447021
Moderate 0.3625127 Low Con 0.208 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , MEK, HTS, … In the number Indians are moving abroad Just imagine if there were a million azov were in Canada 💀
Identity Attack0.3817989
Insult0.2659317
Profanity0.048425674
Threat0.011379151
Severe Toxicity0.017287504
Moderate 0.36095104 Moderate Con 0.309 Unverified_Claim
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
imagine if white people flooded into India by the millions and then bought out the local temples to turn them into Christian Churches,,,,,
imagine if white people flooded into India by the millions and then bought out the local temples to turn them into Christian Churches,,,,,
Identity Attack0.41975367
Insult0.08459369
Profanity0.07191269
Threat0.021300001
Severe Toxicity0.015221698
Moderate 0.34757367 Low Con 0.166
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming here we are all angry about the ones that are coming to the country undocumented and just walking straight into the country and we haven't got a clue what convictions they all have. The media and the government trying to make us look racist when we are not it's absolutely disgusting. The governments haven't got a clue who's these undocumented and most of them are all men coming in as well. The governments have devastated the west countries they've lost control and the amount that's in they lie the government hasn't a clue where they are and who's come into the country either. And suprise suprise look at all the crime and murders happening nowadays everyone in the government should be stood and trailed for what they have done it's all corrupt everywhere I don't trust anything no more I don't even wanna give my hard earned money to them either. Fuck the government.....
Identity Attack0.19495805
Insult0.33964422
Profanity0.098067984
Threat0.010731863
Severe Toxicity0.012054443
Moderate 0.3389984 Constructive 0.601 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
If this is happening to the second biggest country in the world, now imagine what is going on in my little country half of an island in the Caribbean neighboring the poorest and most corrupt …
If this is happening to the second biggest country in the world, now imagine what is going on in my little country half of an island in the Caribbean neighboring the poorest and most corrupt country in the americas … DR!
Identity Attack0.25647953
Insult0.3388922
Profanity0.02385794
Threat0.008285114
Severe Toxicity0.008163452
Moderate 0.3389984 Low Con 0.298 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations …
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations who's companies depend on workers and an ever increasing profit share, are being gutted from within by greedy shareholders. These corporations have borrowed money based on past, present, real and IMAGINED INCOME...and that model collapses if there are not enough consumers to buy their products. These corporations will go bankrupt and fall into ruin if we continue along with the current climate change model fear mongering about too many people. The fact is Canada has NEVER had too many people. We run at a carbon DEFICIT compared to other nations with same population. The world doesn't have a population problem - the middle East has a population problem, and since we share NO BOARDERS with any of these nations - NOT ONE OF THESE PEOPLE IS OUR RESPONSIBILITY. DEPORT THEM ALL
Identity Attack0.073429056
Insult0.16831873
Profanity0.18663849
Threat0.013010317
Severe Toxicity0.019611536
Moderate 0.3389984 Constructive 0.506
Aug 27, 2025 Why Canadians Are Turning Against …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
Horrific - just imagine you meet such a person in the workplace, you immediately notice they are in over their head ... you spend a lot of hours of your own time trying to help …
Horrific - just imagine you meet such a person in the workplace, you immediately notice they are in over their head ... you spend a lot of hours of your own time trying to help them learn, and then you fall behind in your own assignments. That is my reality, always getting into trouble for trying to help the ungrateful.
Identity Attack0.006622616
Insult0.27763805
Profanity0.055940874
Threat0.008349842
Severe Toxicity0.004272461
Moderate 0.30464804 Constructive 0.657
Sep 29, 2025 IRCC Names India in Study …
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; …
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; provide them with some lead. Why do I even pay taxes? Imagine our grandfather who fought WW2 if they could see this... I really think that the wrong side won the war...
Identity Attack0.23618884
Insult0.10148193
Profanity0.2687007
Threat0.03718498
Severe Toxicity0.017481172
Moderate 0.30452284 Constructive 0.533 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
See, not all immigrants are bad. Canadians are not against immigration in this country. We're against our government treating us like second class citizens and erasing our culture while catering to immigrants. Let's be real, …
See, not all immigrants are bad. Canadians are not against immigration in this country. We're against our government treating us like second class citizens and erasing our culture while catering to immigrants. Let's be real, you LEFT your country for a reason. So why would you come here to trash this country and make it in the imagine of what you fled from??? It's pretty bad when immigrants themselves that have come here, integrated and follow the rules calling out our governments failure on immigration policy. Wake up Canada.
Identity Attack0.2846865
Insult0.20434737
Profanity0.04592061
Threat0.009877442
Severe Toxicity0.011291504
Low Tox 0.29953843 Constructive 0.678
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their …
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their own land.
Identity Attack0.34974504
Insult0.1342682
Profanity0.062454045
Threat0.010395273
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.551 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your …
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your thinking and you will start seeing the kindness and beauty of world outside of your imagination.
Identity Attack0.36598656
Insult0.076502606
Profanity0.07740857
Threat0.011612174
Severe Toxicity0.009536743
Low Tox 0.2854971 Constructive 0.566
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
They should hire young adults like the old days instead of ppl of imagination or maybe wyt ppl should stop being lazy and do the hard labor jobs... problem solved
They should hire young adults like the old days instead of ppl of imagination or maybe wyt ppl should stop being lazy and do the hard labor jobs... problem solved
Identity Attack0.038425524
Insult0.2659317
Profanity0.073529124
Threat0.008285114
Severe Toxicity0.0059509277
Low Tox 0.2854869 Low Con 0.231 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I used to go to high school there 10 years ago. it used to be a very pretty place, as far as urban places go. Back then it was called an Indian ghetto too, (despite …
I used to go to high school there 10 years ago. it used to be a very pretty place, as far as urban places go. Back then it was called an Indian ghetto too, (despite the fact we still had a lot of whites and blacks in the area) but I dont dare imagine what it looks like now.
Identity Attack0.36702603
Insult0.083359696
Profanity0.11725569
Threat0.01086132
Severe Toxicity0.013736901
Low Tox 0.2854835 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
C'est violent on pourrait jamais imaginer ca en inde c'est une colonisation dans les règles c'est flippant et angoissant je vous plein
C'est violent on pourrait jamais imaginer ca en inde c'est une colonisation dans les règles c'est flippant et angoissant je vous plein
Identity Attack0.28034934
Insult0.25800487
Profanity0.04742365
Threat0.009307829
Severe Toxicity0.030523606
Low Tox 0.2854733 Moderate Con 0.401 Fear_Threat
Feb 22, 2026 Inside Canada's Indian Invasion...
0:51 imagine being white
0:51 imagine being white
Identity Attack0.28883415
Insult0.06285016
Profanity0.07676199
Threat0.0104988385
Severe Toxicity0.01159668
Low Tox 0.28312725 Low Con 0.271 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of …
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of natural resources that Canadians didn't think was worth fighting for or defending. 'Mark Carney and his vultures in the WEF/China have plans for Canada that doesn't include Canadians'. Just like Brazil, the Brazilians lost their resources to the WEF/China. Imagine Chinese miners, factories and towns full of Chinese workers...because that is where Canada is headed.
Identity Attack0.12440576
Insult0.23704576
Profanity0.021740068
Threat0.008427517
Severe Toxicity0.006828308
Low Tox 0.27047762 Moderate Con 0.342 Fear_Threat
Nov 22, 2025 1 likes Thousands of refugees allowed into …
Imagine if a place in India had a town with almost a million white people living in it
Imagine if a place in India had a town with almost a million white people living in it
Identity Attack0.29798782
Insult0.061101943
Profanity0.06295506
Threat0.012181788
Severe Toxicity0.010223389
Low Tox 0.2648175 Low Con 0.153 Comparative_Framing
Oct 5, 2025 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.