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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: "we call it bramladesh" 14 comments
This is why we got out Bramladesh. Thanks to the government they have allowed this to happen. Government needs to shut the doors on immigration. Brampton used to be called Flower Town, now it's a …
This is why we got out Bramladesh. Thanks to the government they have allowed this to happen. Government needs to shut the doors on immigration. Brampton used to be called Flower Town, now it's a shite hole
Identity Attack0.43896464
Insult0.5130944
Profanity0.541926
Threat0.015947454
Severe Toxicity0.14916596
Moderate 0.6308517 Moderate Con 0.437 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude you’re so close to where I am, I would’ve loved to have seen you out on the streets, also ever since I was a kid in the 90s, Brampton‘s always been called Bramladesh
Dude you’re so close to where I am, I would’ve loved to have seen you out on the streets, also ever since I was a kid in the 90s, Brampton‘s always been called Bramladesh
Identity Attack0.04023018
Insult0.06634661
Profanity0.08193458
Threat0.05397744
Severe Toxicity0.011444092
Low Tox 0.20102765 Constructive 0.623 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
There's a reason we call Brampton "Bramladesh"
There's a reason we call Brampton "Bramladesh"
Identity Attack0.028418748
Insult0.031697463
Profanity0.027683776
Threat0.0091524795
Severe Toxicity0.003452301
Low Tox 0.10002319 Moderate Con 0.309 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South …
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South Asia , China , Hong Kong ect. The old towns disapeared , the original and long time residents feel overwhelmed and unwelcome .
Identity Attack0.052035484
Insult0.025542418
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0018596649
Low Tox 0.08953904 Constructive 0.71 Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
we call it bramladesh
we call it bramladesh
Identity Attack0.038167715
Insult0.02618698
Profanity0.03189224
Threat0.009644418
Severe Toxicity0.0049209595
Low Tox 0.07291982 Low Con 0.172 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Theres a reason why people call it 'Bramladesh'
Theres a reason why people call it 'Bramladesh'
Identity Attack0.017766917
Insult0.01767874
Profanity0.025497584
Threat0.008815889
Severe Toxicity0.002746582
Low Tox 0.05280026 Low Con 0.244 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We call it "Bramladesh" btw
We call it "Bramladesh" btw
Identity Attack0.020178653
Insult0.02618698
Profanity0.030890211
Threat0.009929225
Severe Toxicity0.004463196
Low Tox 0.04711028 Low Con 0.274 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
IT's not called Bramladesh for no reason .
IT's not called Bramladesh for no reason .
Identity Attack0.011987305
Insult0.015872927
Profanity0.020100424
Threat0.007145886
Severe Toxicity0.0016117096
Low Tox 0.045378547 Low Con 0.178
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There’s a reason many Canadians call it “Bramladesh”
There’s a reason many Canadians call it “Bramladesh”
Identity Attack0.026609946
Insult0.018065477
Profanity0.013678487
Threat0.0065568537
Severe Toxicity0.0015163422
Low Tox 0.044388983 Low Con 0.261 Identity_Assertion
Sep 30, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Going back to the late 70s my dad used to call it Bramladesh
Going back to the late 70s my dad used to call it Bramladesh
Identity Attack0.010063417
Insult0.011312899
Profanity0.019280603
Threat0.008181547
Severe Toxicity0.0016880035
Low Tox 0.02873857 Moderate Con 0.362 Personal_Narrative
Jan 26, 2026 13 likes Inside Canada's Indian Metropolis (Brampton)
There's a reason we've called it Bramladesh for decades..... As a Canadian thank you for looking into this
There's a reason we've called it Bramladesh for decades..... As a Canadian thank you for looking into this
Identity Attack0.011321344
Insult0.0116169015
Profanity0.011150704
Threat0.0065050707
Severe Toxicity0.0010871887
Low Tox 0.025910228 Constructive 0.559 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
People have been calling it Bramladesh for a loooong time. Lots of great restaurants there.
People have been calling it Bramladesh for a loooong time. Lots of great restaurants there.
Identity Attack0.00725158
Insult0.011578901
Profanity0.01941724
Threat0.0068287146
Severe Toxicity0.0012969971
Low Tox 0.025674535 Moderate Con 0.461 Comparative_Framing
Jan 27, 2026 1 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.