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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "imagine the smell 🤢🤮" 19 comments
This video made me vomit twice I cause I can just imagine the smell disgusting 🤢🤮
This video made me vomit twice I cause I can just imagine the smell disgusting 🤢🤮
Identity Attack0.09162762
Insult0.4196762
Profanity0.36230123
Threat0.046541955
Severe Toxicity0.19761463
Moderate 0.687436 Moderate Con 0.446 Fear_Threat
Oct 3, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who both were very dirty but overall it was a decent place but past forward to 2025 the building got a lot more dirty because of other new Indian Neighbors u can’t even use the lifter because of the smell one of them brought his family from India and I think the dad peeid in the lifter and they brought bugs with them imagine how bad the situation was 🤮… also one them was literally walking barefoot with a weird disgusting towel he scared the shit out of me for a moment I felt so unsafe as a girl thank god I wasn’t alone otherwise I know he would’ve done something bad to me … I would never go back to that place ever again.. I spoke to Canadians who lived there they all had plans to move out to other areas they couldn’t stand them anymore like I went to asian and arabs / North Africans and sub Saharan Africans Jewish Mexican neighborhoods yeah they weren’t 100% clean but it’s clean nice smell and people aren’t loud like u see decent looking civilized people even tho some are very poor so it’s not about poverty
Identity Attack0.4911651
Insult0.47384647
Profanity0.18049006
Threat0.012906751
Severe Toxicity0.024350211
Moderate 0.4574824 Constructive 0.737 Fear_Threat
Mar 2, 2026 2 likes Inside Canada's Indian Invasion...
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
Imagine the smell 🤮🤢🤢🤢🤮
Imagine the smell 🤮🤢🤢🤢🤮
Identity Attack0.006955597
Insult0.06250052
Profanity0.15107171
Threat0.008738215
Severe Toxicity0.012359619
Low Tox 0.2524482 Moderate Con 0.325
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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...
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...
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)
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 0.403 Humor_Satire
Feb 15, 2026 3 likes 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)
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...
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)
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)
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)
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)

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.