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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: "Just don’t go!" 2,613 comments · Page 59 of 105
if you think Brampton is bad, then go to Surrey lol
if you think Brampton is bad, then go to Surrey lol
Identity Attack0.03249594
Insult0.075868964
Profanity0.052934792
Threat0.0084793
Severe Toxicity0.0037002563
Low Tox 0.19694418 Low Con 0.253 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
is someone going to tell the guy at 15:00 that Hinduism has more then 1 god.....
is someone going to tell the guy at 15:00 that Hinduism has more then 1 god.....
Identity Attack0.22631748
Insult0.039444692
Profanity0.024541125
Threat0.009307829
Severe Toxicity0.005874634
Low Tox 0.19599396 Low Con 0.246
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Not unlike the problem in the USA with Illegal Aliens. They simply need to go.
Not unlike the problem in the USA with Illegal Aliens. They simply need to go.
Identity Attack0.10775458
Insult0.036716945
Profanity0.00013964473
Threat0.0013180199
Severe Toxicity0.000008605419
Low Tox 0.19569367 Policy_Critique
Apr 15, 2025
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
Identity Attack0.23770751
Insult0.046764325
Profanity0.027547138
Threat0.0074306927
Severe Toxicity0.0051116943
Low Tox 0.19504376 Moderate Con 0.383 Question
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
They come here, fly their own flag, as if the country they come from is soooo good, but won't go back. We need 🧊 north of the boarder
They come here, fly their own flag, as if the country they come from is soooo good, but won't go back. We need 🧊 north of the boarder
Identity Attack0.105256535
Insult0.06267534
Profanity0.023789622
Threat0.012647836
Severe Toxicity0.007209778
Low Tox 0.19504376 Moderate Con 0.347 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 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 …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t a giant dumping ground like back home, there’s bathrooms in homes and businesses, and we mainly speak English. Don’t like it.. well you found your way here, not hard to go HOME 😂😂
Identity Attack0.10221587
Insult0.06921569
Profanity0.022423252
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.19409354 Moderate Con 0.469 Identity_Assertion
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
So you can enter Canada with an app, that’s filed out by the individual hoping they are truthful and no security check,yet our government is trying to pass legislation to have the ability to go …
So you can enter Canada with an app, that’s filed out by the individual hoping they are truthful and no security check,yet our government is trying to pass legislation to have the ability to go through emails etc without a warrant on its own citizens? W T ACTUAL F?
Identity Attack0.00673361
Insult0.061451588
Profanity0.22552395
Threat0.0067898775
Severe Toxicity0.0061035156
Low Tox 0.19409354 Moderate Con 0.336
Nov 21, 2025 2 likes Thousands of refugees allowed into …
Here is reality check why Canada grants visa to these people which you are claiming threat to locals and dirty etc. becoz Canada has channel to seek asylum seeking visa for these people ask policy …
Here is reality check why Canada grants visa to these people which you are claiming threat to locals and dirty etc. becoz Canada has channel to seek asylum seeking visa for these people ask policy makers not on roads who used the policy to go there
Identity Attack0.029402243
Insult0.11616662
Profanity0.029460056
Threat0.009100696
Severe Toxicity0.0038146973
Low Tox 0.19409354 Constructive 0.541 Policy_Critique
Feb 17, 2026 Inside Canada's Indian Invasion...
Go home.
Go home.
Identity Attack0.008176526
Insult0.06424874
Profanity0.020373698
Threat0.018192071
Severe Toxicity0.005378723
Low Tox 0.19409354 Moderate Con 0.33
Nov 22, 2025 Quebec Ends Economic Immigration Program …
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because …
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because a lot of people, like former international students and foreign workers, think they scam the system to get PR.
Identity Attack0.10221587
Insult0.082866095
Profanity0.025497584
Threat0.00780612
Severe Toxicity0.0029945374
Low Tox 0.19409354 Constructive 0.532 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin …
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin Trudeau came in power. Welcome the WEF. So incredibly sad and futile, now because the average Canadian can not survive the government offers them MAID.
Identity Attack0.06340405
Insult0.089778624
Profanity0.025087673
Threat0.009178371
Severe Toxicity0.004310608
Low Tox 0.19314334 Constructive 0.546 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
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...
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these …
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these are the fastest growing and areas with best services because people there want to work hard, sell cheap, benefit and become rich. They do not want to raid countries and steal and then be so lost in everything they have without doing much and then losing it all because you had nothing left to do other than Drugs.
Identity Attack0.099072486
Insult0.0820023
Profanity0.041160982
Threat0.009981008
Severe Toxicity0.005302429
Low Tox 0.19314334 Constructive 0.631 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
Identity Attack0.06613251
Insult0.055547886
Profanity0.019622196
Threat0.05203775
Severe Toxicity0.005493164
Low Tox 0.19219314 Moderate Con 0.343 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just like what happening to Canada or Brampton.
Identity Attack0.06929302
Insult0.07967083
Profanity0.05168226
Threat0.010654188
Severe Toxicity0.0049591064
Low Tox 0.19124292 Moderate Con 0.483 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
Identity Attack0.16373143
Insult0.06512285
Profanity0.015625564
Threat0.008155655
Severe Toxicity0.0042915344
Low Tox 0.19124292 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Identity Attack0.17847598
Insult0.05964688
Profanity0.013610168
Threat0.007521313
Severe Toxicity0.0049591064
Low Tox 0.19124292 Constructive 0.512 Fear_Threat
Jan 2, 2026 Deportations From Canada at Their …
I remember going to Canada in the late 70s early 80s and it was full of Japanese. I guess they got replaced.
I remember going to Canada in the late 70s early 80s and it was full of Japanese. I guess they got replaced.
Identity Attack0.24462871
Insult0.053205602
Profanity0.018734055
Threat0.009074804
Severe Toxicity0.0059890747
Low Tox 0.19029272 Moderate Con 0.467 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
This one is going to hurt
This one is going to hurt
Identity Attack0.007214582
Insult0.021997316
Profanity0.0684662
Threat0.13815513
Severe Toxicity0.0064849854
Low Tox 0.19029272 Moderate Con 0.346 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …

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.