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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "They smell and are very …" 181 comments · Page 7 of 8
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to replace those who built the nation, its called treason. I smell the likes of marie antoinette on our politicians and i suspect a similar outcome for them very soon.
Identity Attack0.006696612
Insult0.070799805
Profanity0.015932998
Threat0.008738215
Severe Toxicity0.002002716
Low Tox 0.1460314 Moderate Con 0.453
Aug 26, 2025 Why Canadians Are Turning Against …
But really, why do they always smell like body odor?
But really, why do they always smell like body odor?
Identity Attack0.008916483
Insult0.031917825
Profanity0.057443913
Threat0.0066927844
Severe Toxicity0.003604889
Low Tox 0.121732734 Low Con 0.273 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These jets... Imagine the smell.🤢🤮
These jets... Imagine the smell.🤢🤮
Identity Attack0.0047357255
Insult0.030926194
Profanity0.05243378
Threat0.009178371
Severe Toxicity0.004673004
Low Tox 0.115658075 Low Con 0.279
Sep 20, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Imagine the smell. Do not Redeem.
Imagine the smell. Do not Redeem.
Identity Attack0.0032003147
Insult0.03599453
Profanity0.02303812
Threat0.0072882893
Severe Toxicity0.0021362305
Low Tox 0.112746716 Low Con 0.212
Jan 27, 2026 Inside Canada's Indian Invasion...
And they don’t shower often enough. They smell like a$$.
And they don’t shower often enough. They smell like a$$.
Identity Attack0.007806548
Insult0.03588435
Profanity0.044668075
Threat0.0067963502
Severe Toxicity0.0038528442
Low Tox 0.112436704 Low Con 0.248 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
imagine the smell
imagine the smell
Identity Attack0.0042917514
Insult0.026444806
Profanity0.054437835
Threat0.0075083673
Severe Toxicity0.003376007
Low Tox 0.112436704 Moderate Con 0.403 Humor_Satire
Feb 15, 2026 3 likes Inside Canada's Indian Invasion...
imagine the smell
imagine the smell
Identity Attack0.0042917514
Insult0.026444806
Profanity0.054437835
Threat0.0075083673
Severe Toxicity0.003376007
Low Tox 0.112436704 Moderate Con 0.405 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
imagine the smell
imagine the smell
Identity Attack0.0042917514
Insult0.026444806
Profanity0.054437835
Threat0.0075083673
Severe Toxicity0.003376007
Low Tox 0.112436704 Moderate Con 0.405 Humor_Satire
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Of course the smell of onions is strong every day
Of course the smell of onions is strong every day
Identity Attack0.00725158
Insult0.026960457
Profanity0.051181246
Threat0.0070164283
Severe Toxicity0.0040245056
Low Tox 0.11192002 Moderate Con 0.331 Unverified_Claim
Feb 16, 2026 Inside Canada's Indian Invasion...
Imagine the smell there
Imagine the smell there
Identity Attack0.0046987277
Insult0.025284592
Profanity0.04266402
Threat0.008000307
Severe Toxicity0.0033569336
Low Tox 0.11088664 Moderate Con 0.36 Humor_Satire
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
I can smell Brampton from Alberta...
I can smell Brampton from Alberta...
Identity Attack0.052490227
Insult0.03710241
Profanity0.015625564
Threat0.0066151097
Severe Toxicity0.0026130676
Low Tox 0.11088664 Moderate Con 0.382 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Imagine the smell
Imagine the smell
Identity Attack0.0039402717
Insult0.023479814
Profanity0.04742365
Threat0.0074824756
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Jan 27, 2026 Inside Canada's Indian Invasion...
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
Identity Attack0.0034592997
Insult0.053791173
Profanity0.01620627
Threat0.0071847234
Severe Toxicity0.0017356873
Low Tox 0.10826672 Moderate Con 0.312 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Smell begins at 0:00
Smell begins at 0:00
Identity Attack0.0061416444
Insult0.025800243
Profanity0.055940874
Threat0.008285114
Severe Toxicity0.0040245056
Low Tox 0.10826672 Low Con 0.248 Meta_Commentary
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Dec 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
As a Canadian apartment dweller, curry smell is common.
As a Canadian apartment dweller, curry smell is common.
Identity Attack0.036105253
Insult0.033901088
Profanity0.015659723
Threat0.006058442
Severe Toxicity0.002002716
Low Tox 0.103060275 Moderate Con 0.468 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I can't imagine the smell.
I can't imagine the smell.
Identity Attack0.0032558115
Insult0.025542418
Profanity0.027000591
Threat0.006822242
Severe Toxicity0.0022888184
Low Tox 0.102626406 Moderate Con 0.454
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Smells nice? Ha!
Smells nice? Ha!
Identity Attack0.0028673338
Insult0.029934563
Profanity0.025907494
Threat0.0062914654
Severe Toxicity0.0023460388
Low Tox 0.10045706 Moderate Con 0.346
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Hows the smell there?
Hows the smell there?
Identity Attack0.0032373124
Insult0.026960457
Profanity0.024131214
Threat0.0064015044
Severe Toxicity0.0019073486
Low Tox 0.09112182 Moderate Con 0.36 Meta_Commentary
Dec 7, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Imagine the smell...
Imagine the smell...
Identity Attack0.0020996283
Insult0.024382202
Profanity0.024951037
Threat0.006815769
Severe Toxicity0.0020313263
Low Tox 0.09033044 Moderate Con 0.389 Humor_Satire
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
what does it smell like there?
what does it smell like there?
Identity Attack0.0029598286
Insult0.02567133
Profanity0.027547138
Threat0.006317357
Severe Toxicity0.002002716
Low Tox 0.08795626 Moderate Con 0.32 Fear_Threat
Jan 27, 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.