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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: "In India, there is no …" 2,270 comments · Page 64 of 91
Come to NS. Canada needs to be renamed India
Come to NS. Canada needs to be renamed India
Identity Attack0.19495805
Insult0.05027775
Profanity0.019895468
Threat0.010809537
Severe Toxicity0.009307861
Low Tox 0.19409354 Low Con 0.218 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have any opportunities to build wealth down there because of poor governing
Identity Attack0.12735364
Insult0.07460167
Profanity0.041912504
Threat0.0076637166
Severe Toxicity0.0048065186
Low Tox 0.19409354 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
Ohh no they'll have to go elsewhere with their thousands of relatives from the same areas of India
Ohh no they'll have to go elsewhere with their thousands of relatives from the same areas of India
Identity Attack0.17925262
Insult0.04910661
Profanity0.032142747
Threat0.009747985
Severe Toxicity0.0059509277
Low Tox 0.19409354 Low Con 0.3
Jan 21, 2026 3 likes Why Canada’s immigration system has …
Import some 800000 dalits from India 🇮🇳🇮🇳🇮🇳 and ask them to live together and lets see how beautiful,peaceful and loving Hindusium is......
Import some 800000 dalits from India 🇮🇳🇮🇳🇮🇳 and ask them to live together and lets see how beautiful,peaceful and loving Hindusium is......
Identity Attack0.21866
Insult0.062150877
Profanity0.04867618
Threat0.022163315
Severe Toxicity0.0125103295
Low Tox 0.19314334 Moderate Con 0.308
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has been sold to China and India and has now been rebranded as Chindia
Canada has been sold to China and India and has now been rebranded as Chindia
Identity Attack0.21075934
Insult0.06477321
Profanity0.017982552
Threat0.0073789097
Severe Toxicity0.005760193
Low Tox 0.19314334 Low Con 0.108 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Identity Attack0.20878418
Insult0.06599696
Profanity0.029050145
Threat0.007935578
Severe Toxicity0.0049972534
Low Tox 0.19314334 Constructive 0.72 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the …
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the USA or other neighbouring countries.
Identity Attack0.17070955
Insult0.07491849
Profanity0.0137468055
Threat0.0065115434
Severe Toxicity0.003528595
Low Tox 0.19314334 Moderate Con 0.313
Oct 1, 2025 IRCC Names India in Study …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Identity Attack0.14233272
Insult0.06858205
Profanity0.04667213
Threat0.0077284453
Severe Toxicity0.003967285
Low Tox 0.19219314 Constructive 0.552 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
Identity Attack0.22631748
Insult0.06267534
Profanity0.01490822
Threat0.0077025536
Severe Toxicity0.0037002563
Low Tox 0.19219314 Moderate Con 0.329 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually …
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually migrates directly to the US, UK, UAE and Singapore. Canada and Australia used to be popular destinations, but there's so many lower class Indians in Canada and Australia that neither country is sought after by the richer Indians now.
Identity Attack0.26155844
Insult0.06285016
Profanity0.013371054
Threat0.006479179
Severe Toxicity0.004272461
Low Tox 0.19219314 Constructive 0.612 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates …
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates who find all possible loop holes and even defraud immigration rules and exploit it. Whole villages are emptying in India and moving to suburbs in the west.. One who see Indians in the west might think Sikhs are India, but they are a miniscule minority of about 2% concentrated in Punjab region..
Identity Attack0.21866
Insult0.07365121
Profanity0.047674157
Threat0.010990778
Severe Toxicity0.006904602
Low Tox 0.19124292 Constructive 0.581
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Thanks Tyler for letting people know about India invasion
Thanks Tyler for letting people know about India invasion
Identity Attack0.20680901
Insult0.046178754
Profanity0.03690237
Threat0.011353259
Severe Toxicity0.006828308
Low Tox 0.19029272 Moderate Con 0.364 Fear_Threat
Jan 27, 2026 132 likes Inside Canada's Indian Invasion...
Brampton is little india. House prices lower and crime way higher.
Brampton is little india. House prices lower and crime way higher.
Identity Attack0.17070955
Insult0.076502606
Profanity0.023721304
Threat0.0077154995
Severe Toxicity0.0051498413
Low Tox 0.19029272 Moderate Con 0.375 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All the West is turning into India and Africa and Middle East
All the West is turning into India and Africa and Middle East
Identity Attack0.19298288
Insult0.043250903
Profanity0.037904397
Threat0.011223801
Severe Toxicity0.0075912476
Low Tox 0.19029272 Low Con 0.134 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Where ever they go. Move in, create a clique, multiply, influence politics, multiply more, another India! One by one... What a sad, sad end.
Where ever they go. Move in, create a clique, multiply, influence politics, multiply more, another India! One by one... What a sad, sad end.
Identity Attack0.11976352
Insult0.076819435
Profanity0.020851927
Threat0.012130005
Severe Toxicity0.005455017
Low Tox 0.1893425 Low Con 0.166
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If Hanoman god is brave then why he left India 😂
If Hanoman god is brave then why he left India 😂
Identity Attack0.11860296
Insult0.06285016
Profanity0.05543986
Threat0.011146127
Severe Toxicity0.008468628
Low Tox 0.1893425 Low Con 0.255
Jan 27, 2026 Inside Canada's Indian Invasion...
If you think India's better go back
If you think India's better go back
Identity Attack0.16993292
Insult0.053205602
Profanity0.032643758
Threat0.012181788
Severe Toxicity0.007133484
Low Tox 0.1883923 Low Con 0.189 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
RIP Canada- loving message from Liberal Trudo Carney who sold Canada to India
RIP Canada- loving message from Liberal Trudo Carney who sold Canada to India
Identity Attack0.10221587
Insult0.07333439
Profanity0.014327513
Threat0.009281937
Severe Toxicity0.0038719177
Low Tox 0.1883923 Low Con 0.221 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the employees are Canadian, and the rest are mostly Indians and refugees (from Syria, Laos, Vietnam, etc.). I think that when people don't want to accept the laws and want to live outside the law, they choose refugee status, doing whatever they want and trying to cheat the system. Canadian employers then find an opportunity to line their pockets with cheap labor, harming Canadians themselves. My view of Canada is like living on a pirate ship in the 21st century...bye, bye Canada... God help the Canadians.
Identity Attack0.16801116
Insult0.070799805
Profanity0.06546012
Threat0.008155655
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.617
Nov 22, 2025 Thousands of refugees allowed into …
Just dont ship then to Saskatchewan keep them in Brampton or India 😂😂😂
Just dont ship then to Saskatchewan keep them in Brampton or India 😂😂😂
Identity Attack0.13805299
Insult0.053205602
Profanity0.021808386
Threat0.011146127
Severe Toxicity0.00541687
Low Tox 0.18744208 Low Con 0.164 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
India Indian everywhere in Alberta
India Indian everywhere in Alberta
Identity Attack0.20483385
Insult0.045593183
Profanity0.03765389
Threat0.008375733
Severe Toxicity0.008544922
Low Tox 0.18744208 Moderate Con 0.339 Identity_Assertion
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any …
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any midsize american city will have more people with 130 IQ than all of india.
Identity Attack0.19495805
Insult0.06739554
Profanity0.028776871
Threat0.008336896
Severe Toxicity0.0061798096
Low Tox 0.18744208 Low Con 0.238 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like Canada, USA to build a better professional life but not for a long time. Definitely not. It is someone else country. We don't have the right to take away their property.
Identity Attack0.17226285
Insult0.061626412
Profanity0.0166845
Threat0.007365964
Severe Toxicity0.003566742
Low Tox 0.18744208 Constructive 0.681
Oct 7, 2025 1 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.