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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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "Too local 😭" 211 comments · Page 9 of 9
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the speaker!!!!
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.0019146391
Insult0.009279887
Profanity0.011423977
Threat0.0068416605
Severe Toxicity0.00079631805
Low Tox 0.01608456 Constructive 0.608 Humor_Satire
Dec 24, 2025 2 likes Deportations From Canada at Their …
Show us what the local government looks like there… I want to see something.
Show us what the local government looks like there… I want to see something.
Inside Canada's Indian Invasion... · 49: Cluster #48
Close reading → Discourse → Video sentiment →
Identity Attack0.0027563404
Insult0.008614883
Profanity0.0118338885
Threat0.007327127
Severe Toxicity0.00088214874
Low Tox 0.015581916 Moderate Con 0.315 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Where the earth is stepped on, there the sky is upheld. Appreciate local culture. Always cooperate and communicate.
Where the earth is stepped on, there the sky is upheld. Appreciate local culture. Always cooperate and communicate.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0034038029
Insult0.00813988
Profanity0.011475217
Threat0.0067769317
Severe Toxicity0.0008010864
Low Tox 0.015016444 Moderate Con 0.462 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Question is how much money these colleges made from all international students and banks ?? Where the profit goes after charging 4 times more fee then the locals..??
Question is how much money these colleges made from all international students and banks ?? Where the profit goes after charging 4 times more fee then the locals..??
IRCC Names India in Study Permit Fraud | … · 3: Cluster #2
Close reading → Discourse → Video sentiment →
Identity Attack0.0037922803
Insult0.008595883
Profanity0.010074687
Threat0.0058966195
Severe Toxicity0.0005865097
Low Tox 0.013382856 Moderate Con 0.336 Economic_Argument
Oct 14, 2025 1 likes IRCC Names India in Study …
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
IRCC Names India in Study Permit Fraud | … · 3: Cluster #2
Close reading → Discourse → Video sentiment →
Identity Attack0.0027193425
Insult0.00819688
Profanity0.011099464
Threat0.0062396824
Severe Toxicity0.00067710876
Low Tox 0.0131943645 Low Con 0.232 Economic_Argument
Oct 4, 2025 IRCC Names India in Study …
They said they wanted to ask the locals how they felt about it. I thought they moved the locals to a reservation.
They said they wanted to ask the locals how they felt about it. I thought they moved the locals to a reservation.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0032003147
Insult0.0075128763
Profanity0.010313802
Threat0.0062849927
Severe Toxicity0.00056266785
Low Tox 0.010618322 Moderate Con 0.453
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current time. Also question from this video can be asked in form of true/false, so it’s important to pay proper attention to what you reading. Good luck.
Canadian Citizenship Test 2025 – 414 Real Past-Test … · 73: Cluster #72
Close reading → Video sentiment →
Identity Attack0.0020071338
Insult0.0077408776
Profanity0.00950252
Threat0.0062267366
Severe Toxicity0.00051498413
Low Tox 0.009613037 Constructive 0.707
Jan 10, 2026 2 likes Canadian Citizenship Test 2025 – …
Many suggested to start at the local Tim Hortons...
Many suggested to start at the local Tim Hortons...
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0014336669
Insult0.0076268767
Profanity0.009767254
Threat0.006492125
Severe Toxicity0.00056266785
Low Tox 0.009110395 Moderate Con 0.369
Dec 24, 2025 100 likes Deportations From Canada at Their …
Law enforcement cherry pick the laws they wish to enforce. I can give proof of this with Federal law enforcement and local law enforcement. If you got the money, they will look the other way. …
Law enforcement cherry pick the laws they wish to enforce. I can give proof of this with Federal law enforcement and local law enforcement. If you got the money, they will look the other way. But if you are a poor victim, they will shug at you and tell you they are "sorry, but the system is Broken". The same system that pays them, and the crimes get worst.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00019276363
Insult0.0010778691
Profanity0.00046377935
Threat0.0023560824
Severe Toxicity0.000009323697
Low Tox 0.00876635
Apr 20, 2025 1 likes
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 likes
This is good news Canada established by British people and European people countries we Asian love and respect 🙏 local British people and European people ❤
This is good news Canada established by British people and European people countries we Asian love and respect 🙏 local British people and European people ❤
· 30: Cluster #29
Close reading → Video sentiment →
Identity Attack0.0001273114
Insult0.00012748063
Profanity0.000018757202
Threat0.00002239918
Severe Toxicity0.000002599605
Low Tox 0.00037873845
Apr 14, 2025 3 likes

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.