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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

click to expand

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 #}

Comment Explorer

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Active: "Brampton is a shit hole. …" 20 comments
Brampton is a shit hole. I hate going to Brampton. The Indians took over everything go to the beach there shit in the sand this ruining everything they like a fasciation with rats.
Brampton is a shit hole. I hate going to Brampton. The Indians took over everything go to the beach there shit in the sand this ruining everything they like a fasciation with rats.
Identity Attack0.6649212
Insult0.72868866
Profanity0.84506536
Threat0.0475118
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.333 Identity Attack Insult Fear_Threat
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Brampton is a SHIT-hole.
Brampton is a SHIT-hole.
Identity Attack0.14019285
Insult0.755201
Profanity0.84506536
Threat0.012803185
Severe Toxicity0.35368225
Toxic 0.89241093 Low Con 0.231 Insult Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is a shit hole. Contain it please.
Brampton is a shit hole. Contain it please.
Identity Attack0.10221587
Insult0.6798578
Profanity0.8255558
Threat0.029069828
Severe Toxicity0.2847981
Toxic 0.85850734 Low Con 0.191 Insult
Sep 21, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Brampton is one of Canadas shit hole cities
Brampton is one of Canadas shit hole cities
Identity Attack0.49584505
Insult0.6306599
Profanity0.8086746
Threat0.01101667
Severe Toxicity0.34981552
Toxic 0.8540474 Low Con 0.21 Insult Identity_Assertion
Sep 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Identity Attack0.3043136
Insult0.5497792
Profanity0.85672
Threat0.0130621
Severe Toxicity0.33047765
Toxic 0.8460273 Low Con 0.28 Insult Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
Man ive been waiting for someone to hit up brampton. Shit hole of canada
Man ive been waiting for someone to hit up brampton. Shit hole of canada
Identity Attack0.44690517
Insult0.5678696
Profanity0.7466957
Threat0.49142194
Severe Toxicity0.3525603
Toxic 0.82048255 Low Con 0.272 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Biggest shit hole in Canada is Brampton
Biggest shit hole in Canada is Brampton
Identity Attack0.38185352
Insult0.53014356
Profanity0.764141
Threat0.010472948
Severe Toxicity0.23223771
Toxic 0.78711975 Low Con 0.193 Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
im born and raised in brampton it now a shit hole
im born and raised in brampton it now a shit hole
Identity Attack0.10221587
Insult0.48569724
Profanity0.80158395
Threat0.012181788
Severe Toxicity0.16960317
Toxic 0.78711975 Moderate Con 0.302 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Grew up in Brampton in the 90's was very multicultural, now a straight shit hole now.
Grew up in Brampton in the 90's was very multicultural, now a straight shit hole now.
Identity Attack0.50515604
Insult0.5208188
Profanity0.7809412
Threat0.01187109
Severe Toxicity0.20067264
Toxic 0.7761081 Constructive 0.516 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
Identity Attack0.6649212
Insult0.6308392
Profanity0.6750904
Threat0.026479885
Severe Toxicity0.35022295
Toxic 0.7675452 Moderate Con 0.387 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I was as raised in Brampton during the 70’s - 90’s. It’s a shit hole now.
I was as raised in Brampton during the 70’s - 90’s. It’s a shit hole now.
Identity Attack0.052035484
Insult0.47020787
Profanity0.80158395
Threat0.009204263
Severe Toxicity0.15706694
Toxic 0.7510937 Moderate Con 0.474
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Brampton is apparently a shit hole in the first place from what I've heard. At least someone wants to live there. 😂
Brampton is apparently a shit hole in the first place from what I've heard. At least someone wants to live there. 😂
Identity Attack0.18903255
Insult0.5423875
Profanity0.764141
Threat0.010265815
Severe Toxicity0.16960317
Toxic 0.72028047 Moderate Con 0.417 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Identity Attack0.17847598
Insult0.5678696
Profanity0.67055607
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.384 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton isn't the worst place. I am glad I don't live in shit holes like Thunder Bay or Belleville.
Brampton isn't the worst place. I am glad I don't live in shit holes like Thunder Bay or Belleville.
Identity Attack0.109318495
Insult0.47384647
Profanity0.70864636
Threat0.009437286
Severe Toxicity0.052940834
Moderate 0.6588125 Constructive 0.525 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your …
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your own country
Identity Attack0.49032792
Insult0.5678696
Profanity0.5365423
Threat0.012181788
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.405 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
It is over for Canada, they wanted to open up to immigrants and for decades they did and now they live in a "shit hole." Brampton is one example, but there or more, just go …
It is over for Canada, they wanted to open up to immigrants and for decades they did and now they live in a "shit hole." Brampton is one example, but there or more, just go there!
Identity Attack0.37082586
Insult0.5130944
Profanity0.64080805
Threat0.01101667
Severe Toxicity0.07542343
Moderate 0.62702215 Moderate Con 0.416 Insult
Nov 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. …
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. You won't find too many South Indians, they are educated, they genuinely come to study or work in high skilled jobs and immigrate back to India later on
Identity Attack0.57150364
Insult0.5015486
Profanity0.5381406
Threat0.11309616
Severe Toxicity0.2733782
Moderate 0.60311776 Constructive 0.593 Identity Attack Insult Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
"the country they live in was a shit hole"? Really? So only white Europeans paid their dues to be in Brampton? So they saturate and elect their own politicians eh? Isn't that what Canada has …
"the country they live in was a shit hole"? Really? So only white Europeans paid their dues to be in Brampton? So they saturate and elect their own politicians eh? Isn't that what Canada has done federally, provincially, and municipally since inception? There is still no black person sitting in the supreme Court of Canada. There has never been a black, Indian, or indigenous prime minister.
Identity Attack0.5612457
Insult0.5130944
Profanity0.48510036
Threat0.011819307
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.462 Identity Attack Insult Moral_Argument
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian this is not just a problem in shit hole Brampton. Almost every single major city is becoming like Brampton. Look at Calgary, a big city in a very Conservative province but there's …
As a Canadian this is not just a problem in shit hole Brampton. Almost every single major city is becoming like Brampton. Look at Calgary, a big city in a very Conservative province but there's so many Indians and Somali they vote NDP to keep their BS social programs.
Identity Attack0.44690517
Insult0.48627716
Profanity0.541926
Threat0.009566744
Severe Toxicity0.07805709
Moderate 0.57271194 Constructive 0.554 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 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.