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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: "As a Montrealer I know …" 10 comments
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...
Motel Pierre is the worst of the worst 🤢 I'm from Montreal I know!😉
Motel Pierre is the worst of the worst 🤢 I'm from Montreal I know!😉
Identity Attack0.04203484
Insult0.26957804
Profanity0.066963166
Threat0.007521313
Severe Toxicity0.007820129
Moderate 0.3127066 Constructive 0.546 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
That's crazy!! I lived in Montreal all my life and didn't know all these schemes happening lol. And QC has so many rules and laws to protect any kind of stuff.
That's crazy!! I lived in Montreal all my life and didn't know all these schemes happening lol. And QC has so many rules and laws to protect any kind of stuff.
Identity Attack0.0073995716
Insult0.06953252
Profanity0.04216301
Threat0.0065827454
Severe Toxicity0.0024986267
Low Tox 0.1537979 Constructive 0.65 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Montreal people know how notorious Motel Pierre is LOL should have called me 😂
Montreal people know how notorious Motel Pierre is LOL should have called me 😂
Identity Attack0.009545447
Insult0.026444806
Profanity0.018324144
Threat0.007197669
Severe Toxicity0.0017738342
Low Tox 0.067380086 Moderate Con 0.412 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh nah not the Montreal strays I know one of those places :sob:
Oh nah not the Montreal strays I know one of those places :sob:
Identity Attack0.009064475
Insult0.020321451
Profanity0.021876704
Threat0.007870848
Severe Toxicity0.0018596649
Low Tox 0.050821137 Moderate Con 0.427 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so they can go raid those places, big love from Quebec keep up the journalism
Identity Attack0.0061416444
Insult0.010780896
Profanity0.011167783
Threat0.010990778
Severe Toxicity0.0014400482
Low Tox 0.028974265 Constructive 0.736
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
Identity Attack0.003311308
Insult0.0107048955
Profanity0.010979908
Threat0.007301235
Severe Toxicity0.00096321106
Low Tox 0.02035702 Constructive 0.649 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I live in Montreal and I know exactly where that temple is on 430 Rue Saint-Roch, Montréal, QC H3N 1K2. I wonder if the cops know
I live in Montreal and I know exactly where that temple is on 430 Rue Saint-Roch, Montréal, QC H3N 1K2. I wonder if the cops know
Identity Attack0.0058826595
Insult0.007607877
Profanity0.011936366
Threat0.007094103
Severe Toxicity0.0008535385
Low Tox 0.014136819 Moderate Con 0.444 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Montrealer I know exactly where this is.
As a Montrealer I know exactly where this is.
Identity Attack0.0034777985
Insult0.0075888764
Profanity0.010689554
Threat0.0065115434
Severe Toxicity0.0006914139
Low Tox 0.011812098 Moderate Con 0.496 Personal_Narrative
Jan 29, 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.