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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: "So let me get this …" 162 comments · Page 7 of 7
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Identity Attack0.0042917514
Insult0.018516673
Profanity0.01220964
Threat0.0063238298
Severe Toxicity0.0010061264
Low Tox 0.031213367 Constructive 0.778 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Let's get it rolling .
Let's get it rolling .
Identity Attack0.003866276
Insult0.010248893
Profanity0.018665737
Threat0.01101667
Severe Toxicity0.0019931793
Low Tox 0.027206551 Low Con 0.294 Call_To_Action
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
Good for Quebec. Now lets get the rest of Canada on board.
Good for Quebec. Now lets get the rest of Canada on board.
Identity Attack0.010581387
Insult0.010286893
Profanity0.010040528
Threat0.008505191
Severe Toxicity0.0011968613
Low Tox 0.02543884 Moderate Con 0.348
Nov 25, 2025 Quebec Ends Economic Immigration Program …
👏 👏 👏 let's get those number
👏 👏 👏 let's get those number
Identity Attack0.0054756827
Insult0.010096892
Profanity0.017914234
Threat0.00967031
Severe Toxicity0.002336502
Low Tox 0.025320992 Moderate Con 0.395 Solidarity
Dec 24, 2025 Deportations From Canada at Their …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
40 yrs ago, when you let other car pass, usually you would get a wave thanks, not anymore
40 yrs ago, when you let other car pass, usually you would get a wave thanks, not anymore
Identity Attack0.0016834025
Insult0.008880884
Profanity0.011082385
Threat0.00704232
Severe Toxicity0.000834465
Low Tox 0.017341165 Moderate Con 0.411
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
This is Great News .Now lets get those numbers even higher!
This is Great News .Now lets get those numbers even higher!
Identity Attack0.0030153254
Insult0.008310881
Profanity0.012687869
Threat0.008052089
Severe Toxicity0.0013446808
Low Tox 0.016838523 Moderate Con 0.431 Solidarity
Dec 28, 2025 Deportations From Canada at Their …
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!!!!
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 …
Michelle is right! Lets get back to common sense law and order.
Michelle is right! Lets get back to common sense law and order.
Identity Attack0.0027748393
Insult0.00817788
Profanity0.010040528
Threat0.0064985976
Severe Toxicity0.00067710876
Low Tox 0.0131943645 Moderate Con 0.387 Solidarity
Feb 23, 2026 102 likes 'We do know that there's …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Identity Attack0.0058678384
Insult0.0021849244
Profanity0.00007391613
Threat0.00023666167
Severe Toxicity0.000004027586
Low Tox 0.011741031 Unverified_Claim
Dec 10, 2025
GREAT!! Lets get rid of these imports that use all of what people that were born here have paid for.
GREAT!! Lets get rid of these imports that use all of what people that were born here have paid for.
Identity Attack0.00030003712
Insult0.0005755397
Profanity0.00003203911
Threat0.0002352621
Severe Toxicity0.000002753686
Low Tox 0.0026706909
Apr 19, 2025
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025

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.