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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 don't blame them. We …" 384 comments · Page 10 of 16
That pos Justin Trudeau is to blame
That pos Justin Trudeau is to blame
Identity Attack0.021987455
Insult0.24767025
Profanity0.06345607
Threat0.008466354
Severe Toxicity0.005607605
Low Tox 0.25462922 Low Con 0.247
Aug 28, 2025 Why Canadians Are Turning Against …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give them a break. Look at Vancouver Eastside, the lump we’re all people Unless you are Indigenous, we are all immigrants here. Instead of blaming immigrants, we should focus on the real problems: low wages, lack of affordable housing, and exploitation. International students also bring money into Canada—they pay high tuition, rent, and living costs, which supports our economy. Many take jobs that others don’t want. Displacing the blame on them isn’t fair. Give them a break—we need unity, not division.”
Identity Attack0.2816105
Insult0.14150882
Profanity0.029050145
Threat0.008129764
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.767
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
Identity Attack0.08500996
Insult0.097093195
Profanity0.029888187
Threat0.012906751
Severe Toxicity0.008277893
Low Tox 0.25462922 Low Con 0.287 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …
Everyone like to blame the feds and yet their only part of the story. The rot is your provincial government and municipal… maybe it’s not working out for you.
Everyone like to blame the feds and yet their only part of the story. The rot is your provincial government and municipal… maybe it’s not working out for you.
Identity Attack0.009212466
Insult0.1935001
Profanity0.07449899
Threat0.008026198
Severe Toxicity0.004005432
Low Tox 0.2524482 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
I don’t blame them one bit with all the drugs coming across the boarder and flood of illegal migrants, we should do the same.
I don’t blame them one bit with all the drugs coming across the boarder and flood of illegal migrants, we should do the same.
Identity Attack0.0566773
Insult0.020667292
Profanity0.00040642565
Threat0.028808663
Severe Toxicity0.000025605284
Low Tox 0.2521586 Fear_Threat
Dec 9, 2025
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness is... Their numbers are unrivalled & you can blame the bilateral agreement involved... Look at all the Singh Hortons with these timigrants 😂... & Then they just hire each other and speak their language on the job constantly & close you out, while you have to repeat your order 5 times for them to understand... Canada, you did this!!... & Now all the chickens are coming home to roost!!
Identity Attack0.1769227
Insult0.15840563
Profanity0.038154904
Threat0.00899713
Severe Toxicity0.007209778
Low Tox 0.24763705 Constructive 0.636 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Identity Attack0.23694818
Insult0.0623257
Profanity0.020442016
Threat0.13734594
Severe Toxicity0.01083374
Low Tox 0.24763705 Constructive 0.536 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
Identity Attack0.18313584
Insult0.070799805
Profanity0.016479544
Threat0.00948907
Severe Toxicity0.00541687
Low Tox 0.24603334 Moderate Con 0.318 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the …
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the real problem getting free money and stay from the government and working on cash. Legalizing Cannabis store promoted youngsters and adults alike to try drugs, why was the needed even ? Problem is not indians or immigrants in general, problem is government policies.
Identity Attack0.2877625
Insult0.06669625
Profanity0.016479544
Threat0.007353018
Severe Toxicity0.004825592
Low Tox 0.23812068 Constructive 0.57 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame fn trudeau!
Blame fn trudeau!
Identity Attack0.012441003
Insult0.21135417
Profanity0.1067334
Threat0.010964886
Severe Toxicity0.009460449
Low Tox 0.23415339 Low Con 0.22
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Don’t blame the govt blame the ppl that scammed the system
Don’t blame the govt blame the ppl that scammed the system
Identity Attack0.016460562
Insult0.15840563
Profanity0.08807703
Threat0.008427517
Severe Toxicity0.0038337708
Low Tox 0.23090743 Low Con 0.245 Policy_Critique
Nov 20, 2025 1 likes Quebec Ends Economic Immigration Program …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
Identity Attack0.10221587
Insult0.0816321
Profanity0.0147374235
Threat0.010731863
Severe Toxicity0.004386902
Low Tox 0.22579013 Moderate Con 0.4
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame the liberal government and its immigration policy
Blame the liberal government and its immigration policy
Identity Attack0.17226285
Insult0.057890166
Profanity0.020988565
Threat0.011172019
Severe Toxicity0.0049972534
Low Tox 0.22311419 Low Con 0.221 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
you have the liberal government to blame for the mess we have here now .
you have the liberal government to blame for the mess we have here now .
Identity Attack0.055673428
Insult0.1505596
Profanity0.02433617
Threat0.008013252
Severe Toxicity0.0032615662
Low Tox 0.22043827 Low Con 0.218
Jul 23, 2025 2 likes How Canada broke its immigration …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same conclusion. Immigrants are interrogated about their presence and legality, while others are invited to pass judgment on them. When racial stereotypes are voiced, you don’t challenge them — you laugh. That’s not an accident, and it’s not neutral. You clearly understand that housing shortages, sanitation issues, and infrastructure strain are the result of policy failures and poor planning. Yet you repeatedly avoid those causes because blaming systems doesn’t generate clicks the way racial implication does. Reducing complex, structural problems to identity isn’t investigative — it’s lazy, cynical, and intellectually shallow. When a city worker gives a grounded response that doesn’t fit the narrative you’re pushing, it’s brushed aside. When visuals can be used to imply blame, they’re highlighted. That pattern makes the “just asking questions” defense ring hollow. This isn’t exposing truth — it’s manufacturing outrage and calling it journalism. With your reach, that’s not just irresponsible, it’s embarrassing. You're not a journalist but just a racist. That's all
Identity Attack0.1064171
Insult0.123407245
Profanity0.022354934
Threat0.007961469
Severe Toxicity0.004272461
Low Tox 0.22043827 Constructive 0.527 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You can't blame anyone because of drug addicts and homelessness.
You can't blame anyone because of drug addicts and homelessness.
Identity Attack0.019374741
Insult0.15485314
Profanity0.021808386
Threat0.007598988
Severe Toxicity0.003376007
Low Tox 0.2191003 Moderate Con 0.326
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't blame immigrants it's government that is allowing all these things
Don't blame immigrants it's government that is allowing all these things
Identity Attack0.25478655
Insult0.05144889
Profanity0.030389199
Threat0.007741391
Severe Toxicity0.005378723
Low Tox 0.21776234 Moderate Con 0.305
Aug 26, 2025 Why Canadians Are Turning Against …
Blame it on Liberals Carney and Justin Trudeau they are not for the citizens of Canadian ❤❤❤❤❤❤
Blame it on Liberals Carney and Justin Trudeau they are not for the citizens of Canadian ❤❤❤❤❤❤
Identity Attack0.1294935
Insult0.08582769
Profanity0.014942379
Threat0.009566744
Severe Toxicity0.0050354004
Low Tox 0.21776234 Moderate Con 0.31
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Blame whomever voted Liberal. I’m Albertan. We want out
Blame whomever voted Liberal. I’m Albertan. We want out
Identity Attack0.1232452
Insult0.06921569
Profanity0.020442016
Threat0.019228047
Severe Toxicity0.0059509277
Low Tox 0.21107252 Moderate Con 0.437
Aug 26, 2025 8 likes Why Canadians Are Turning Against …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like this before. Want change clean up this liberal government. Its liberal supporters that allow this.
Identity Attack0.11976352
Insult0.13064787
Profanity0.014771583
Threat0.007262398
Severe Toxicity0.0036239624
Low Tox 0.21107252 Constructive 0.565 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes 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.