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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: "The colleges should be shut …" 8 comments
Shut down ALL FAKE COLLEGES🤔
Shut down ALL FAKE COLLEGES🤔
Identity Attack0.084182754
Insult0.16773392
Profanity0.09098661
Threat0.033386398
Severe Toxicity0.01159668
Low Tox 0.29771072 Low Con 0.165 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Shut down All the private colleges , schools including fake truck driving schools
Shut down All the private colleges , schools including fake truck driving schools
Identity Attack0.031464707
Insult0.082866095
Profanity0.02836696
Threat0.012181788
Severe Toxicity0.0050735474
Low Tox 0.20265625 Low Con 0.11 Call_To_Action
Sep 28, 2025 578 likes IRCC Names India in Study …
The colleges should be shut down.
The colleges should be shut down.
Identity Attack0.034300596
Insult0.020966014
Profanity0.025770858
Threat0.02440793
Severe Toxicity0.00333786
Low Tox 0.11223003 Low Con 0.214 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just puzzling? How did they get here in the first place? Well in the first place? You need to have a good ielts score, money to provide for yourself? It’s just mind boggling that these are happening? Right under in the governments noses.
Identity Attack0.0075845607
Insult0.04207976
Profanity0.021876704
Threat0.009463178
Severe Toxicity0.0025177002
Low Tox 0.11171334 Moderate Con 0.484
Nov 8, 2025 1 likes IRCC Names India in Study …
They the government does not shut down all fake colleges?
They the government does not shut down all fake colleges?
Identity Attack0.018771807
Insult0.036325075
Profanity0.016616182
Threat0.0068999166
Severe Toxicity0.0014877319
Low Tox 0.103928015 Low Con 0.182 Question
Oct 4, 2025 IRCC Names India in Study …
Shut down the colleges till they can reign it in and be responsible.
Shut down the colleges till they can reign it in and be responsible.
Identity Attack0.014249804
Insult0.019934712
Profanity0.014874061
Threat0.020091362
Severe Toxicity0.0023460388
Low Tox 0.085582085 Low Con 0.139
Sep 28, 2025 1 likes IRCC Names India in Study …
Shut down diploma mills such as Conestoga College
Shut down diploma mills such as Conestoga College
Identity Attack0.010211408
Insult0.018645585
Profanity0.014634945
Threat0.010576514
Severe Toxicity0.0018501282
Low Tox 0.063027434 Low Con 0.101 Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …

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.