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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 6 of 8
imagine the smell 🤢🤮
imagine the smell 🤢🤮
Identity Attack0.00725158
Insult0.07016616
Profanity0.16589902
Threat0.008505191
Severe Toxicity0.010910034
Low Tox 0.2524482 Moderate Con 0.373 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
For real we have to cleanse Ontario of this. We can’t like actually. It smells everywhere here man fml 😭
For real we have to cleanse Ontario of this. We can’t like actually. It smells everywhere here man fml 😭
Identity Attack0.027413858
Insult0.12159709
Profanity0.09195647
Threat0.012958534
Severe Toxicity0.008430481
Low Tox 0.2524482 Moderate Con 0.39 Fear_Threat
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with …
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with b/o
Identity Attack0.06294931
Insult0.16831873
Profanity0.02119352
Threat0.0063432488
Severe Toxicity0.004310608
Low Tox 0.24924077 Moderate Con 0.454 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Worst things is that quite a bit of them smell like BO, and they nepo-hire each other in every business.
Worst things is that quite a bit of them smell like BO, and they nepo-hire each other in every business.
Identity Attack0.020982565
Insult0.18355975
Profanity0.03189224
Threat0.006861079
Severe Toxicity0.0038909912
Low Tox 0.24603334 Low Con 0.286 Unverified_Claim
Mar 3, 2026 Inside Canada's Indian Invasion...
Imagine thy smell
Imagine thy smell
Identity Attack0.007917541
Insult0.082866095
Profanity0.10982819
Threat0.008764107
Severe Toxicity0.008239746
Low Tox 0.24603334 Moderate Con 0.425 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I know the smell is insane
I know the smell is insane
Identity Attack0.006474625
Insult0.083112895
Profanity0.11168506
Threat0.0072882893
Severe Toxicity0.0049209595
Low Tox 0.23812068 Moderate Con 0.391 Meta_Commentary
Dec 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Identity Attack0.21668483
Insult0.07840354
Profanity0.075792134
Threat0.008466354
Severe Toxicity0.009460449
Low Tox 0.23739935 Moderate Con 0.463 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Probably smells so bad there
Probably smells so bad there
Identity Attack0.008509507
Insult0.0808917
Profanity0.0864606
Threat0.007870848
Severe Toxicity0.005340576
Low Tox 0.23667802 Moderate Con 0.312 Identity_Assertion
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You can smell the video from here.
You can smell the video from here.
Identity Attack0.009989422
Insult0.036325075
Profanity0.0935729
Threat0.015429466
Severe Toxicity0.009498596
Low Tox 0.2359567 Low Con 0.226 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
Identity Attack0.28034934
Insult0.043250903
Profanity0.04366605
Threat0.00756015
Severe Toxicity0.0065612793
Low Tox 0.23523538 Constructive 0.652 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You can smell the video through the screen
You can smell the video through the screen
Identity Attack0.0071405866
Insult0.033680726
Profanity0.10425757
Threat0.012803185
Severe Toxicity0.009841919
Low Tox 0.23451406 Low Con 0.247 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the …
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the smell.
Identity Attack0.094936445
Insult0.071116626
Profanity0.09518933
Threat0.011172019
Severe Toxicity0.008773804
Low Tox 0.22712809 Constructive 0.667 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Brampton? Flower Town? The smell alone is terrifying.😷
Brampton? Flower Town? The smell alone is terrifying.😷
Identity Attack0.008361516
Insult0.15698463
Profanity0.020920247
Threat0.0067963502
Severe Toxicity0.003452301
Low Tox 0.22043827 Low Con 0.295 Humor_Satire
Oct 11, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
It smells!!
It smells!!
Identity Attack0.0043657473
Insult0.07460167
Profanity0.058445938
Threat0.0067186756
Severe Toxicity0.0051116943
Low Tox 0.21374844 Moderate Con 0.346 Meta_Commentary
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
9:15 oh God, the smell of that room full of shoes was nothing but pleasant I bet 😅
9:15 oh God, the smell of that room full of shoes was nothing but pleasant I bet 😅
Identity Attack0.013244915
Insult0.033239998
Profanity0.10982819
Threat0.009877442
Severe Toxicity0.009841919
Low Tox 0.21107252 Moderate Con 0.488 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton - means the heartbeat of smells in the GTA
Brampton - means the heartbeat of smells in the GTA
Identity Attack0.01565665
Insult0.13969865
Profanity0.027683776
Threat0.0068028234
Severe Toxicity0.0031089783
Low Tox 0.20102765 Moderate Con 0.348
Oct 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
foot smells spreading
foot smells spreading
Identity Attack0.015757138
Insult0.0573046
Profanity0.10178173
Threat0.0079873605
Severe Toxicity0.007896423
Low Tox 0.19504376 Moderate Con 0.348 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
I can smell them through the phone😂
I can smell them through the phone😂
Identity Attack0.0074365693
Insult0.034451995
Profanity0.108590275
Threat0.016120117
Severe Toxicity0.008010864
Low Tox 0.19219314 Moderate Con 0.42 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
i bet it smells.
i bet it smells.
Identity Attack0.0036627878
Insult0.06407392
Profanity0.05393682
Threat0.0072365063
Severe Toxicity0.0036239624
Low Tox 0.18079062 Moderate Con 0.354 Humor_Satire
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I can smell it from here
I can smell it from here
Identity Attack0.008324518
Insult0.033901088
Profanity0.09324962
Threat0.009307829
Severe Toxicity0.0065612793
Low Tox 0.17891699 Moderate Con 0.398
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
great video my room smells now
great video my room smells now
Identity Attack0.010803374
Insult0.025929155
Profanity0.079025
Threat0.011249693
Severe Toxicity0.008583069
Low Tox 0.15932569 Moderate Con 0.423 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Im Canadian and this is truly getting a problem it smells like butter chicken everywhere they are taking all our jobs. The worst is most of them are truck drivers and have no experience driving …
Im Canadian and this is truly getting a problem it smells like butter chicken everywhere they are taking all our jobs. The worst is most of them are truck drivers and have no experience driving on the snowy mountains highways it's so dangerous to drive next to them. Thanks for shining a light on this.
Identity Attack0.031464707
Insult0.083359696
Profanity0.016547862
Threat0.006317357
Severe Toxicity0.002822876
Low Tox 0.15766735 Constructive 0.734 Fear_Threat
Jan 27, 2026 29 likes Inside Canada's Indian Invasion...
The smell must be unbearable
The smell must be unbearable
Identity Attack0.011099357
Insult0.043250903
Profanity0.053435806
Threat0.012233571
Severe Toxicity0.0046157837
Low Tox 0.15656179 Moderate Con 0.321 Humor_Satire
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I bet it smells curry.
I bet it smells curry.
Identity Attack0.006178642
Insult0.060752302
Profanity0.059447967
Threat0.0069646453
Severe Toxicity0.0038337708
Low Tox 0.15269235 Moderate Con 0.348
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I can smell it
I can smell it
Identity Attack0.0049577127
Insult0.0233509
Profanity0.09260304
Threat0.008323951
Severe Toxicity0.005683899
Low Tox 0.15213956 Moderate Con 0.415 Unverified_Claim
Feb 3, 2026 3 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.