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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 am from Brampton, and …" 1,012 comments · Page 7 of 41
😂😂😂 Brampton needs Tampons 😂😂😂 It’s bleeding 😂😂😂 Indianvasion 😂😂😂 Welkum to clownada 😂
😂😂😂 Brampton needs Tampons 😂😂😂 It’s bleeding 😂😂😂 Indianvasion 😂😂😂 Welkum to clownada 😂
Identity Attack0.44690517
Insult0.39743927
Profanity0.26586622
Threat0.10542984
Severe Toxicity0.16960317
Moderate 0.47473195 Low Con 0.149
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whole brampton needs to be deported to india or pakistan
Whole brampton needs to be deported to india or pakistan
Identity Attack0.5485698
Insult0.40243408
Profanity0.22673377
Threat0.34804323
Severe Toxicity0.18232453
Moderate 0.47473195 Low Con 0.145 Identity Attack
Dec 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I can't wait to move out of this cesspool called Brampton. As a resident for 20 years, I can confirm it's the sh*t stain of Canada. Shame on the liberal government and their voters for …
I can't wait to move out of this cesspool called Brampton. As a resident for 20 years, I can confirm it's the sh*t stain of Canada. Shame on the liberal government and their voters for letting this happen. The way things are going, all of Canada will look like Brampton in the next 10 years or less.
Identity Attack0.2331515
Insult0.44464502
Profanity0.4381921
Threat0.013476364
Severe Toxicity0.023223408
Moderate 0.47323486 Moderate Con 0.44 Personal_Narrative
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I swear the guy with the bike in the yellow vest you found a veteran of Brampton, the old straight racist
I swear the guy with the bike in the yellow vest you found a veteran of Brampton, the old straight racist
Identity Attack0.46028158
Insult0.4339631
Profanity0.17803068
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.47323486 Moderate Con 0.342 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This invasion has ruined the country, housing is inflated, daycares are inflated and back logged, Healthcare is backlogged, crime has gone up by 2-3x in ten years, insurance has gone up 10x in brampton. They …
This invasion has ruined the country, housing is inflated, daycares are inflated and back logged, Healthcare is backlogged, crime has gone up by 2-3x in ten years, insurance has gone up 10x in brampton. They also dont respect our culture and are extremely unintelligent
Identity Attack0.38238457
Insult0.48627716
Profanity0.07255927
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.47173777 Constructive 0.509 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
brampton is every white guy in the 80s worst nightmare
brampton is every white guy in the 80s worst nightmare
Identity Attack0.47178617
Insult0.40243408
Profanity0.19770569
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.219
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
Identity Attack0.5135796
Insult0.40243408
Profanity0.39409557
Threat0.0824309
Severe Toxicity0.13073033
Moderate 0.47119883 Constructive 0.706 Identity Attack Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A …
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A hot Indian mess. Milton? Same thing. Pickering is getting there quick. Even Oakville is being rapidly invaded by them. It's a literal plague.
Identity Attack0.46028158
Insult0.46173862
Profanity0.35597226
Threat0.016120117
Severe Toxicity0.02491361
Moderate 0.47119883 Constructive 0.547
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Without the Indians, Brampton would probably be like London, Ontario a drug ridden and zombie city Proof is in your other video. https://www.youtube.com/watch?v=Bh7no3OVjWY Be thankful.
Without the Indians, Brampton would probably be like London, Ontario a drug ridden and zombie city Proof is in your other video. https://www.youtube.com/watch?v=Bh7no3OVjWY Be thankful.
Identity Attack0.50515765
Insult0.4339631
Profanity0.09775851
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.246 Identity Attack Solidarity
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
i live in Toronto close to Brampton... this video is soooo fake
i live in Toronto close to Brampton... this video is soooo fake
Identity Attack0.058401883
Insult0.26957804
Profanity0.17752954
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.411 Meta_Commentary
Feb 21, 2026 Inside Canada's Indian Invasion...
Everything here is exaggerated, you just looking for views, I’m not Indian, Brampton is one of the best cities in Canada and none of these things you mentioned exists in Brampton. Stop the trash talks …
Everything here is exaggerated, you just looking for views, I’m not Indian, Brampton is one of the best cities in Canada and none of these things you mentioned exists in Brampton. Stop the trash talks already
Identity Attack0.16373143
Insult0.5130944
Profanity0.14754629
Threat0.0072235605
Severe Toxicity0.0127685545
Moderate 0.47119883 Moderate Con 0.466 Insult
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
i live in brampton and hate brampton
i live in brampton and hate brampton
Identity Attack0.44690517
Insult0.24928534
Profanity0.2356715
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.388 Personal_Narrative
Oct 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
My family moved there in 1977 and moved out in 1984. I stay far away from Brampton with the non assimilated Indians on the roads and London with the crazy drug addicts all over the …
My family moved there in 1977 and moved out in 1984. I stay far away from Brampton with the non assimilated Indians on the roads and London with the crazy drug addicts all over the sidewalks .
Identity Attack0.4931391
Insult0.4810288
Profanity0.17101645
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.547 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
the hindus don't denigrate anybody. ...except those untouchables over there. they're subhuman filth. i think most canadians aren't pissed off about the immigration, exactly, and are more annoyed by the shift in resources. it's a …
the hindus don't denigrate anybody. ...except those untouchables over there. they're subhuman filth. i think most canadians aren't pissed off about the immigration, exactly, and are more annoyed by the shift in resources. it's a pretty big country with a lot of empty space. they set up in a small town and didn't bother anyone. that's roughly in line with canadian values. however, during that time, we've seen a lot of cuts to systems that were intended to help people born in canada and a shift in resources to help people born elsewhere coming into the country. white canadians are correct in noticing that the government has picked a side, and is shifting it's resources to helping this one group at the expense of the other, and it's had visible results that you're helpfully documenting. it's relatively clear that, whatever the merit of that initial shift in resources, it's had some unexpected effects, and that policy needs to be reevaluated. it's relatively clear who needs government resources in brampton in 2025, and the answer is not the same as it was in 1995.
Identity Attack0.41222036
Insult0.5130944
Profanity0.2847897
Threat0.011974656
Severe Toxicity0.02444411
Moderate 0.47119883 Constructive 0.647 Insult Policy_Critique
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is an absolute dump. It's well known for a long distance in every direction that you do NOT go there, especially if you don't want to die in a car wreck.
Brampton is an absolute dump. It's well known for a long distance in every direction that you do NOT go there, especially if you don't want to die in a car wreck.
Identity Attack0.027614836
Insult0.5130944
Profanity0.16869035
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.46982017 Moderate Con 0.422 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Its NØT SAUGA??? I thought Brampton was where jane&finch flees to
Its NØT SAUGA??? I thought Brampton was where jane&finch flees to
Identity Attack0.018168874
Insult0.26957804
Profanity0.37993968
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.269 Meta_Commentary
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
i hate brampton
i hate brampton
Identity Attack0.37292135
Insult0.24928534
Profanity0.2659699
Threat0.018710058
Severe Toxicity0.021806452
Moderate 0.45921504 Moderate Con 0.344
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I wouldn't be surprised to find a hum*n tra**ick*ng ring in Brampton
I wouldn't be surprised to find a hum*n tra**ick*ng ring in Brampton
Identity Attack0.06704199
Insult0.3388922
Profanity0.5013569
Threat0.02682521
Severe Toxicity0.027833538
Moderate 0.45761138 Low Con 0.262
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is now…nothing but one big washroom full of 💩💩💩💩💩💩💩💩💩😈😈😈😈😈💩💩💩💩💩💩💩💩💩
Brampton is now…nothing but one big washroom full of 💩💩💩💩💩💩💩💩💩😈😈😈😈😈💩💩💩💩💩💩💩💩💩
Identity Attack0.034300596
Insult0.44464502
Profanity0.17380778
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.45761138 Low Con 0.173
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
WHY YOU WANT BRAMPTON A FULL OF INDIANS? MAYBE ITS MORE GOOD A BRAMPTON A FULL OF RUSSIANS !!!❤❤❤❤
WHY YOU WANT BRAMPTON A FULL OF INDIANS? MAYBE ITS MORE GOOD A BRAMPTON A FULL OF RUSSIANS !!!❤❤❤❤
Identity Attack0.46028158
Insult0.24928534
Profanity0.17008601
Threat0.036149003
Severe Toxicity0.07542343
Moderate 0.45751464 Low Con 0.217 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I hate brampton
I hate brampton
Identity Attack0.36873037
Insult0.25007802
Profanity0.26463717
Threat0.015602129
Severe Toxicity0.02116089
Moderate 0.45549932 Moderate Con 0.382 Identity_Assertion
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
Identity Attack0.2783691
Insult0.50440645
Profanity0.25824076
Threat0.008841781
Severe Toxicity0.018320406
Moderate 0.45396814 Constructive 0.515 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
racists goin crazy over here. Brampton is better now than it ever was thanks to hardworking immigrants.
racists goin crazy over here. Brampton is better now than it ever was thanks to hardworking immigrants.
Identity Attack0.3895355
Insult0.46476576
Profanity0.11477985
Threat0.00967031
Severe Toxicity0.01735206
Moderate 0.45396814 Moderate Con 0.414
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
Identity Attack0.48915586
Insult0.4125297
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.022322904
Moderate 0.45243698 Moderate Con 0.349 Unverified_Claim
Jan 28, 2026 2 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.