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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: "Even as an Indian, i …" 455 comments · Page 16 of 19
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian …
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian to their Culture.😂. He was so true in his words.😊
Identity Attack0.22859548
Insult0.04090862
Profanity0.018665737
Threat0.008893564
Severe Toxicity0.005340576
Low Tox 0.19694418 Constructive 0.752 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Even the UK Prime Minister is Indian
Even the UK Prime Minister is Indian
Identity Attack0.19890837
Insult0.061276767
Profanity0.042413518
Threat0.007793174
Severe Toxicity0.005722046
Low Tox 0.19314334 Low Con 0.235 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Even the law abiding Indians think it's too much.🤣
Even the law abiding Indians think it's too much.🤣
Identity Attack0.20483385
Insult0.05964688
Profanity0.049177196
Threat0.007935578
Severe Toxicity0.005645752
Low Tox 0.19219314 Low Con 0.226 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
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)
😂 even the answer seeker don't get an answer for the Indian people in there .
😂 even the answer seeker don't get an answer for the Indian people in there .
Identity Attack0.21075934
Insult0.04442204
Profanity0.030890211
Threat0.008026198
Severe Toxicity0.0051879883
Low Tox 0.19124292 Low Con 0.188
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Similar situation in the UK. Southall is basically British Brampton, a London suburb where even many British Indians who have been living in the UK for decades are repulsed by.
Similar situation in the UK. Southall is basically British Brampton, a London suburb where even many British Indians who have been living in the UK for decades are repulsed by.
Identity Attack0.17925262
Insult0.06774519
Profanity0.038154904
Threat0.008026198
Severe Toxicity0.003929138
Low Tox 0.18744208 Constructive 0.588
Oct 19, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Identity Attack0.21668483
Insult0.04090862
Profanity0.024541125
Threat0.006977591
Severe Toxicity0.004787445
Low Tox 0.18649188 Moderate Con 0.422 Personal_Narrative
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few …
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few whites or english being spoken. I even tried to get pizza from a place called pizza depot, it was indian run and owned. The pizza was good but it seemed as though every which way i turned i couldnt support anything actually canadian.
Identity Attack0.23998553
Insult0.037980765
Profanity0.019212283
Threat0.0069646453
Severe Toxicity0.004749298
Low Tox 0.18459146 Constructive 0.652 Identity_Assertion
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted for you don't tolerate your family members in your house if you feel you are being squeezed facing competition even if they pay you, its natural. If not today definitely tomorrow you have to return... so, make sure you don't do anything which shuts the door to return.
Identity Attack0.1769227
Insult0.054962315
Profanity0.025087673
Threat0.021472665
Severe Toxicity0.0064849854
Low Tox 0.18364124 Constructive 0.634 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
my best friends wife is from india, and even she says the amount of indian immigrants is to much.
my best friends wife is from india, and even she says the amount of indian immigrants is to much.
Identity Attack0.2308735
Insult0.034011267
Profanity0.039407436
Threat0.008893564
Severe Toxicity0.004863739
Low Tox 0.17891699 Constructive 0.533 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity in Hinduism. It symbolizes the protection. It’s like you filming a church, mosque, gurdwara, Buddhist Shinto temple or any place of worship . Even the Chinese population is more than Indian over all in North America us-Canada overall. Problem is we don’t spy or build ccp police stations . Weakness is a problem
Identity Attack0.16993292
Insult0.06250052
Profanity0.013507691
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.17891699 Moderate Con 0.471
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a …
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a long time ago, they adapted and changed and loved being in Canada, and these families had respect and worked hard and got along with everyone peacefully. New immigrants, they are here working for half the price for large companies getting kick backs. Why be here if you are trying to change everything?! Adapt like everyone else before you did. And those people have lived here for a long time and even say the same thing! We are losing our grip here people!
Identity Attack0.1232452
Insult0.071750276
Profanity0.027000591
Threat0.009178371
Severe Toxicity0.0050354004
Low Tox 0.17805049 Constructive 0.775
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start businesses but only hire other Indians because of the language barrier. They are also buying up all the houses and alot of them will only rent to their own making it very difficult for Canadians to find houses to rent. Even half the realtors are indian. We have no jobs left very few houses and its makkng Canadians go homeless
Identity Attack0.22707681
Insult0.037980765
Profanity0.014225035
Threat0.0069646453
Severe Toxicity0.0036811829
Low Tox 0.17025198 Constructive 0.646 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I …
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I studied and learned English to fit in and be where I am now, why is this standard so skewed for people from former Asian, British colonies?
Identity Attack0.16373143
Insult0.055547886
Profanity0.02344803
Threat0.0067186756
Severe Toxicity0.0035095215
Low Tox 0.16331999 Constructive 0.701 Personal_Narrative
Oct 11, 2025 IRCC Names India in Study …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the …
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the language is always an always has been English or French. Yet all the signs i see you put up in your businesses are written in Hindi or Punjabi. I have never seen a Indian owned business with English signs. Do you expect me to just learn your language to accustom you to living in my country? I'm not doing that, and I'm sure nobody else will want to either. If you come here, you need to get yourself adjusted to how we live and learn our language. You're not in India anymore, You're in Canada. I'm not angry at Indians for doing this, I'm angry at Canadians for allowing this.
Identity Attack0.10221587
Insult0.061451588
Profanity0.024882717
Threat0.007249452
Severe Toxicity0.0051498413
Low Tox 0.15656179 Constructive 0.695 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I just came back from Calgary Canada. They have a big African community and Indian community there. I don’t even know why they have French as their second language everywhere there anymore.
I just came back from Calgary Canada. They have a big African community and Indian community there. I don’t even know why they have French as their second language everywhere there anymore.
Identity Attack0.18391247
Insult0.030816011
Profanity0.02344803
Threat0.0067445673
Severe Toxicity0.0041770935
Low Tox 0.15545623 Constructive 0.513 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll money comes after tax. Maybe minor fraction like (0.01%) might be working in cash not paying tax. It’s just their frustration speaking. Almost all Indian immigrants are not refugee that they come free to Canada and live in hotels for free. Indian immigrants are economic immigrants, who came here legally with investing big money and working in country and giving back. Most people in this video are confusing refugee with Indian immigrants. Indian immigrants don’t get any extra benefits than any other Canadians, even gets less or exploited by locals…
Identity Attack0.120924085
Insult0.058475737
Profanity0.018324144
Threat0.0068999166
Severe Toxicity0.003376007
Low Tox 0.15490346 Constructive 0.797 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like the middle east where they can just pay the schools from their country to submit fraudulent papers saying they have a master's degree in computer science but when they start working, they couldn't even do proper coding!
Identity Attack0.10221587
Insult0.06459839
Profanity0.015079016
Threat0.0065827454
Severe Toxicity0.0028419495
Low Tox 0.1537979 Moderate Con 0.381
Oct 3, 2025 IRCC Names India in Study …
8:55 Mister 🇵🇱 Poland is correct. The hygiene issue is a major issue. Indians don’t regard personal space and that’s reflects in the urban layouts back home. I think it’s overconfidence more than anything. Not …
8:55 Mister 🇵🇱 Poland is correct. The hygiene issue is a major issue. Indians don’t regard personal space and that’s reflects in the urban layouts back home. I think it’s overconfidence more than anything. Not that they cannot afford a dollar worth of deo, or even fragrant laundry softener. It’s a cultural thing to ask “ been sometime you guys got married, so when will your wife deliver a baby. “
Identity Attack0.12208464
Insult0.036325075
Profanity0.027137227
Threat0.008582866
Severe Toxicity0.0049591064
Low Tox 0.15269235 Constructive 0.724 Comparative_Framing
Oct 5, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Canada, you are importing Indians from one single region/state of India. You have 22 MPs from one Indian state in your parliament- even we don't have that many. They have a political goal and you …
Canada, you are importing Indians from one single region/state of India. You have 22 MPs from one Indian state in your parliament- even we don't have that many. They have a political goal and you are enabling.
Identity Attack0.14233272
Insult0.036545437
Profanity0.013131939
Threat0.0067057298
Severe Toxicity0.0032424927
Low Tox 0.15103401 Moderate Con 0.468
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, …
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, their parents so easily. How is it so easy for them to get into Canada. Some can hardly speak English. Its hard to even get a basic job.
Identity Attack0.14233272
Insult0.03423163
Profanity0.014498309
Threat0.0065827454
Severe Toxicity0.0030517578
Low Tox 0.15048122 Constructive 0.631 Personal_Narrative
Nov 20, 2025 92 likes Quebec Ends Economic Immigration Program …

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.