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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: "This is just racism" 326 comments · Page 10 of 14
Floor crossers, plunging in the polls… time to play the racism card.
Floor crossers, plunging in the polls… time to play the racism card.
Identity Attack0.18468912
Insult0.15627414
Profanity0.020646973
Threat0.027515862
Severe Toxicity0.008773804
Moderate 0.30464804 Low Con 0.136 Meta_Commentary
Feb 24, 2026 'We do know that there's …
This guy is trying to push a propaganda with racism.
This guy is trying to push a propaganda with racism.
Identity Attack0.17303948
Insult0.15769513
Profanity0.044167064
Threat0.010447056
Severe Toxicity0.008163452
Moderate 0.30319387 Low Con 0.171 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m actually appalled at the racism in this video. People have a right to search for a better life for themselves. Why do you think white people ended up in Canada in the first place? …
I’m actually appalled at the racism in this video. People have a right to search for a better life for themselves. Why do you think white people ended up in Canada in the first place? It’s not their country. Immigrants are typically highly educated and pay Canada exorbitant amounts of money to move here and/or go to school here. They also take a loss because most of the time their university degrees are not recognized in this country. They swallow their pride and take jobs beneath them. Immigrants bring value to this country. They’re extremely intelligent and hard working. In my 34 years living here not once have I seen ANY Indians or Africans in shelters or on the streets.
Identity Attack0.32476485
Insult0.16480011
Profanity0.036651865
Threat0.0086087575
Severe Toxicity0.009460449
Low Tox 0.29771072 Constructive 0.713 Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
the man at 5:49 had a point till he started getting personal with the racism i won't lie
the man at 5:49 had a point till he started getting personal with the racism i won't lie
Identity Attack0.11744241
Insult0.08212569
Profanity0.07740857
Threat0.011612174
Severe Toxicity0.01121521
Low Tox 0.29405528 Moderate Con 0.47 Meta_Commentary
Mar 3, 2026 Inside Canada's Indian Invasion...
Too much racism in Canada in my opinion
Too much racism in Canada in my opinion
Identity Attack0.31892163
Insult0.082372494
Profanity0.026863953
Threat0.008090926
Severe Toxicity0.008354187
Low Tox 0.29405528 Moderate Con 0.342 Moral_Argument
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at …
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at them to shut up. ME: She prob just wanted silence my gawd. Loud speaker phones, no sense of respect for the park....like come on. Give the lady some peace. its so disrespectful... I dont recall growing up being so annoyed with noise pollution. Even speaker phones on trains WTH
Identity Attack0.27759558
Insult0.16817254
Profanity0.11354194
Threat0.011042561
Severe Toxicity0.011291504
Low Tox 0.29039988 Constructive 0.683
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
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...
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's …
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's to thousands of economic migrants from India with no questions asked, what responsibility and accountability do Canadian voters demand from their own governments - both federal and provincial? While it's easy to videotape borderline racism and bigotry directed at immigrants from any one background or national origin (which is understandable btw), why not go interview videotape Sean Fraser and others like him who allowed (and signed off) this to occur in the first place? See what nuggets of wisdom you get from your own government perhaps.
Identity Attack0.2331515
Insult0.23237456
Profanity0.025087673
Threat0.009126588
Severe Toxicity0.0077438354
Low Tox 0.2854835 Constructive 0.621 Policy_Critique
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
As someone who lived in Brampton for several years, I learned that in the Indian culture they must look out for their own first. As a Black person looking to rent a place, it was …
As someone who lived in Brampton for several years, I learned that in the Indian culture they must look out for their own first. As a Black person looking to rent a place, it was extremely disheartening (I’m experiencing racism from people darker than me?!). Eventually one landlord told me what was up - they must help their own people and essentially only rent to other Indian people. You see it in all the companies where you have an Indian hiring manager - they are biased to employing only their own. I was left no choice but to leave Brampton.
Identity Attack0.36702603
Insult0.15556364
Profanity0.10178173
Threat0.010938995
Severe Toxicity0.013414118
Low Tox 0.28548008 Constructive 0.737
Sep 21, 2025 104 likes Inside Canada's Indian Metropolis (Brampton)
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly …
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly which are Less than 2% Idk but they are very humble ❤respectful toward me I have many friends from India CAN ANYONE EXPLAIN ME IS THIS RACISM?
Identity Attack0.23618884
Insult0.058475737
Profanity0.07676199
Threat0.0101363575
Severe Toxicity0.013414118
Low Tox 0.2853768 Constructive 0.731
Oct 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation …
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation like they were doing at time of colonial times. They looks modern but no change in their mentality & ideology. Even today they can’t tolerate different skin colors, cultures, religions etc. this should be changed. Racism & hatred is going out of control in Canada. Canadian government should take step against it. Right now Canada became world’s most dangerous country for immigrants & ‘non European’ people. It should be changed.
Identity Attack0.2816105
Insult0.15414265
Profanity0.04291453
Threat0.013702838
Severe Toxicity0.012574885
Low Tox 0.27975297 Moderate Con 0.433
Aug 25, 2025 Why Canadians Are Turning Against …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of racism online or in real life, and the hatred is real. I wish it wasn’t so, but Brampton and for that matter the GTA is not equipped to handle these many people. Then you get the sheer number of illegal rooming houses, fraud, general disrespect for the norms and traditions of Canada from the newer generations of immigrants it just really paints a bad picture of Indian people. I hope things can change and both Indians and Canadians can live together and foster mutual respect for each other, but we are a long ways away
Identity Attack0.2831485
Insult0.16831873
Profanity0.02795705
Threat0.009204263
Severe Toxicity0.008964539
Low Tox 0.2786282 Constructive 0.788 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise …
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise racism! Seeing people praising the bike guy as "honest" is quite frankly very disturbing and sad!
Identity Attack0.17769934
Insult0.18604483
Profanity0.020783609
Threat0.0076119336
Severe Toxicity0.00541687
Low Tox 0.2786282 Constructive 0.665 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Wow the racism is insane
Wow the racism is insane
Identity Attack0.18313584
Insult0.082372494
Profanity0.09868695
Threat0.009256045
Severe Toxicity0.011367798
Low Tox 0.2763787 Low Con 0.212 Moral_Argument
Jan 28, 2026 3 likes 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, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are …
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are advocating. One has to wonder about white european migrants who become outraged when non white customs and culture begin to be visible. Its like they are offended by the results of what they themselves created. I get it , the mind frame of now we have developed these countries and technology has improved, now let's dial this down. This is racism making a come back. And I think most of these places began in a purely racist fashion and will try to maintain themselves in a similar way. So long as there is predatory population around. These folks want to benefit of migrants and their labour but then get offended by their presence. I have heard of gulf Arab racism and maybe that's the track these countries are willing to adopt. Who knows but the future appears to be grim unless a way forward of co existing is carved out.
Identity Attack0.33352965
Insult0.083359696
Profanity0.05268429
Threat0.013528148
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.675 Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Racism is disgusting
Racism is disgusting
Identity Attack0.14019285
Insult0.11172232
Profanity0.18294942
Threat0.0115345
Severe Toxicity0.013349563
Low Tox 0.27047762 Moderate Con 0.322 Moral_Argument
Dec 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
This is just racism
This is just racism
Identity Attack0.18903255
Insult0.060927123
Profanity0.09066332
Threat0.009722093
Severe Toxicity0.011367798
Low Tox 0.2667042 Moderate Con 0.331 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
The Word Racism. Is A Word Invented By People In A Caucasian Country.
The Word Racism. Is A Word Invented By People In A Caucasian Country.
Identity Attack0.28034934
Insult0.07016616
Profanity0.035399333
Threat0.0076507707
Severe Toxicity0.009841919
Low Tox 0.2648175 Low Con 0.095 Unverified_Claim
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
When the guy with no shirt on said they dont cover their windows and walk naked 😂. Then said they all look same ! Thats Racism at its best. Would love to know contribution his …
When the guy with no shirt on said they dont cover their windows and walk naked 😂. Then said they all look same ! Thats Racism at its best. Would love to know contribution his kids are making in economy. Guess what
Identity Attack0.10221587
Insult0.1469393
Profanity0.035399333
Threat0.009903334
Severe Toxicity0.008544922
Low Tox 0.26293078 Moderate Con 0.431
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A change all this being. Said this they want you to toe the line and not thinku sweat the narrative as Marxism totalitarian covered in communism destroys our country.culture and rights Our birthright as peacekeepers even at stake they all say and do nothing tell lies and do nothing giving everything to everyone else while not taking of there own u know we all bleed red our fathers and mother s of all colours sacrificed and died for our freedoms and choices.as they say " if we don't learn from history we are bound to it again
Identity Attack0.18391247
Insult0.16788013
Profanity0.054437835
Threat0.05171447
Severe Toxicity0.01302678
Low Tox 0.26293078 Moderate Con 0.495 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something change there life do you give away money every month to help homeless people no body sleep empty stomach we re far from homeland we love our homeland butt canada is now our homeland because we work live here pay taxes helping Canada to grow to we re Indian we know India is not clean like Canada butt our roots family value culture value is more clean then spring water 💦 life is not all racism talking shett about other people check the facts population of Indian lives in Canada 99.9 working paying tax check canadian born status working class Canadian don’t talk shett still god bless you
Identity Attack0.18235919
Insult0.1711343
Profanity0.10054382
Threat0.0082074385
Severe Toxicity0.013866014
Low Tox 0.26104406 Constructive 0.648 Moral_Argument
Feb 10, 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.