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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: "Pakistan ❤🇵🇰" 129 comments · Page 3 of 6
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Identity Attack0.43256098
Insult0.20901857
Profanity0.043916557
Threat0.010265815
Severe Toxicity0.017416617
Moderate 0.36095104 Low Con 0.179 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
Niagra falls is all India 🇮🇳 Pakistan 🇵🇰...thanks to LIBERAL PARTY
Niagra falls is all India 🇮🇳 Pakistan 🇵🇰...thanks to LIBERAL PARTY
Identity Attack0.3819294
Insult0.3388922
Profanity0.20916378
Threat0.09776353
Severe Toxicity0.06011435
Moderate 0.36095104 Low Con 0.298 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
Identity Attack0.3817989
Insult0.15911613
Profanity0.11725569
Threat0.050744623
Severe Toxicity0.041283876
Moderate 0.36043653 Low Con 0.229 Humor_Satire
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations going and they flooded Canada because of Justin Trudeau, comrade Freeland, Comrade,Carney and the WEF.. whose goal to undermine Canada as a nation for globalist through infiltrating of government criminal in its content. Many in the federal liberal cabinet are also involved even willing to break the constitution.
Identity Attack0.36702603
Insult0.34101152
Profanity0.028230323
Threat0.009540852
Severe Toxicity0.013801457
Moderate 0.36043653 Moderate Con 0.36 Unverified_Claim
Sep 29, 2025 3 likes IRCC Names India in Study …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
*Sikhs were invited in Canada because their sweet relation with ISI (Pakistan spy agency) & their hatred towards Hindus, they wanted to carve a landlocked country from India since 80s. Canada wholeheartedly invited Sikhs so …
*Sikhs were invited in Canada because their sweet relation with ISI (Pakistan spy agency) & their hatred towards Hindus, they wanted to carve a landlocked country from India since 80s. Canada wholeheartedly invited Sikhs so they can tame Hindus of India & get things done, agencies even turned blind eye about their drug activities & crimes. Fast forward to 2025, these people are now liability for Canada with massive trans national drug cartels (Trucks), crimes & their anti Canada activities.*
Identity Attack0.39870077
Insult0.26395
Profanity0.026454043
Threat0.012337137
Severe Toxicity0.01754573
Moderate 0.3561489 Moderate Con 0.358 Unverified_Claim
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
SO MANY PUNJABIS, IT BECAME MINI PAKISTAN
SO MANY PUNJABIS, IT BECAME MINI PAKISTAN
Identity Attack0.38318536
Insult0.3388922
Profanity0.16636424
Threat0.06432246
Severe Toxicity0.104393706
Moderate 0.3389984 Low Con 0.21 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years …
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years ago. Indians cause too many problems and countries need to be like the US and expel them or make it harder for them to come in. I can say in London, London Metropolitan University and University of East London have way too many Indians and Pakistanis who barely speak English and from what I heard, some take their visas and run off into the sunset. Luckily at my university, in my program, only 1 or 2 Indians.
Identity Attack0.43896464
Insult0.24171697
Profanity0.07805514
Threat0.029933142
Severe Toxicity0.01935331
Moderate 0.3389984 Constructive 0.741 Unverified_Claim
Nov 2, 2025 IRCC Names India in Study …
Its not the Indiams you need to worry about, its Pakistan backed Khalistanis in Canada
Its not the Indiams you need to worry about, its Pakistan backed Khalistanis in Canada
Identity Attack0.40447855
Insult0.16751462
Profanity0.051932767
Threat0.0103175985
Severe Toxicity0.013091337
Moderate 0.33338684 Low Con 0.148 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada is the new Bharat. We need to maintain an open border with India so that we can flood this new land with the wealth of diversity and corruption. Jagmeet Singh was paid millions to …
Canada is the new Bharat. We need to maintain an open border with India so that we can flood this new land with the wealth of diversity and corruption. Jagmeet Singh was paid millions to keep Canada unified. Pakistan wants piece 🔫!!! Next time I come to Canada I must bring at least one servant. Pass the butter chicken, you will only be served if you wear a head dress.
Identity Attack0.24970764
Insult0.26957804
Profanity0.056441884
Threat0.03856628
Severe Toxicity0.014963473
Moderate 0.33338684 Moderate Con 0.353
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Identity Attack0.36942887
Insult0.26196828
Profanity0.026727317
Threat0.011430934
Severe Toxicity0.0119018555
Moderate 0.3281604 Moderate Con 0.38 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
World population is 8.2 BILLION. indian subcontinent is 2 BILLION (india, Pakistan, Bangladesh - all are the same nation, just divided by artificiai borders ). Plus Indian disapora around the world over 50 million. Fertility …
World population is 8.2 BILLION. indian subcontinent is 2 BILLION (india, Pakistan, Bangladesh - all are the same nation, just divided by artificiai borders ). Plus Indian disapora around the world over 50 million. Fertility rate is 1.95 (in 2025), one of the highest in the world. Every fourth person in the world is Indian. They cannot assimilate anywhere because they stubbornly stick to their traditions, religions and gods (in that they are fanatics) and style of clothing to deliberately underscore theit difference.
Identity Attack0.3817989
Insult0.24561718
Profanity0.12220735
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.32764325 Moderate Con 0.357
Nov 21, 2025 Why Canadians Are Turning Against …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make anchor babies and take our jobs and use up our resources ( jobs, medical, housing). Everything said by that woman is 100% correct and I approve that message. My wife has been unemployed since Christmas of 2024 and I've been off since March of 2025 and it's now mid September 2025. Our bills and taxes don't stop coming in when the cheques stop coming in. I haven't been on EI in 20 years!
Identity Attack0.36598656
Insult0.24928534
Profanity0.038154904
Threat0.010162249
Severe Toxicity0.017029278
Moderate 0.32020867 Constructive 0.736
Sep 12, 2025 Why Canadians Are Turning Against …
One thing people should take note of is how only India or Pakistan work in a place . White people are worried about racism when they are looking at it in those stores as those …
One thing people should take note of is how only India or Pakistan work in a place . White people are worried about racism when they are looking at it in those stores as those Indians are only hiring their own. Happens everywhere in the west
Identity Attack0.38185352
Insult0.100019015
Profanity0.09098661
Threat0.009437286
Severe Toxicity0.012435913
Moderate 0.31963667 Constructive 0.508 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
To begin .... stop Refugees from India, Africa, Haiti, Pakistan, and many other countries. Scrutinize them properly, select legit refugees, right now, a lot of bogus claims have been entered, for god forsaken reasons, highest …
To begin .... stop Refugees from India, Africa, Haiti, Pakistan, and many other countries. Scrutinize them properly, select legit refugees, right now, a lot of bogus claims have been entered, for god forsaken reasons, highest refugee claims are from Africans countries and south America and Islamist countries. You gotta scrutiny these people, find out if there is legitimacy, find out if there is a value in accepting their claim, find out if they have skills or they are just entering for free loads! my point is , Good Immigrations is Welcome.....Bad Immigration is NOT !
Identity Attack0.3817989
Insult0.16195811
Profanity0.0715894
Threat0.02924249
Severe Toxicity0.017739398
Moderate 0.3140926 Constructive 0.627
Nov 21, 2025 Thousands of refugees allowed into …
Could be way worse Pakistan or Somalia
Could be way worse Pakistan or Somalia
Identity Attack0.36702603
Insult0.10294484
Profanity0.0816113
Threat0.034422375
Severe Toxicity0.015286255
Moderate 0.3127066 Low Con 0.222
Jan 27, 2026 Inside Canada's Indian Invasion...
Pakistan was built-up by the great replacement...muslims overtook india...making islamic Pakistan
Pakistan was built-up by the great replacement...muslims overtook india...making islamic Pakistan
Identity Attack0.3817989
Insult0.16758773
Profanity0.077731855
Threat0.025271246
Severe Toxicity0.023076924
Moderate 0.3127066 Low Con 0.2 Unverified_Claim
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised …
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised themselves as Holy warriors ironically their actions were against Sikh Principles. Long story short Indian Republic went to war with them, smashed their butts . Most of them started taking refuge in UK and Canada. Your Govt tried to fish in troubled waters in India. Back to present, these guys got rich due to better job opportunities. This attracted their relatives to shift as well. This started to take a form of movement in Punjab, India to go settle in Canada. Canadian govt supported this, I don't why they wanted that. Now these guys rally your streets, don't obey rules. Guess what, Canadian Govt is protecting them from Indian Govt. Destroying relationship with Indian Govt just for them.
Identity Attack0.26325142
Insult0.24903896
Profanity0.22612886
Threat0.051067904
Severe Toxicity0.017610285
Moderate 0.31132057 Constructive 0.645 Unverified_Claim
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Those who say Punjab, are not Indians, and their father belongs to Pakistan.
Those who say Punjab, are not Indians, and their father belongs to Pakistan.
Identity Attack0.36803186
Insult0.16551061
Profanity0.06145202
Threat0.010110466
Severe Toxicity0.014769804
Moderate 0.30527395 Low Con 0.249 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
I think in comments every Indian is trying to justifying the illegal immigrants. So every indian, should also accept the illegal immigrants from bangladesh and Pakistan which are coming to India
I think in comments every Indian is trying to justifying the illegal immigrants. So every indian, should also accept the illegal immigrants from bangladesh and Pakistan which are coming to India
Identity Attack0.38176915
Insult0.15343215
Profanity0.06345607
Threat0.011353259
Severe Toxicity0.013478675
Moderate 0.30514878 Moderate Con 0.483
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check out the islamic community center located at 8069 Equesing Line Milton. There they are advocating jihad, and destruction of western culture and implementation of sharia law. You can get into the building pretending that you are a Uber driver.
Identity Attack0.3780483
Insult0.123407245
Profanity0.028503597
Threat0.019055385
Severe Toxicity0.013155893
Moderate 0.3048984 Moderate Con 0.494 Unverified_Claim
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your …
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your country
Identity Attack0.2816105
Insult0.15485314
Profanity0.078378424
Threat0.015774792
Severe Toxicity0.017739398
Moderate 0.3048984 Moderate Con 0.353 Identity_Assertion
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ …
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ Latina owned phone service stores and they were replaced with Indians. That's what our tax dollars are being fed to, and me as a Texan feeling replaced, radicalized, and fed up with the b.s I'm highly considering investing/ building my own compound in the newr future. I love for Pakistan 🇵🇰 I love Bangladesh 🇧🇩 I love Turkey 🇹🇷 I DO NOT love India 🚫 India 🚫
Identity Attack0.316
Insult0.16124763
Profanity0.17987521
Threat0.0138755
Severe Toxicity0.02077355
Low Tox 0.29771072 Constructive 0.767 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Punjab is also in pakistan why don't they say we want pakistani punjab reason as a khalistan.... 😅😅😅 This is called politic,
Punjab is also in pakistan why don't they say we want pakistani punjab reason as a khalistan.... 😅😅😅 This is called politic,
Identity Attack0.36702603
Insult0.24767025
Profanity0.16264248
Threat0.04201601
Severe Toxicity0.023199933
Low Tox 0.2854937 Low Con 0.286 Comparative_Framing
Jan 29, 2026 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...

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.