Skip to content
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: "Do whatever you can to …" 113 comments · Page 5 of 5
Oh wait wait maybe to fix the problem that you have created you can impose a digital ID for Canadiens who respect the laws Like this at the next whatever what you can force a …
Oh wait wait maybe to fix the problem that you have created you can impose a digital ID for Canadiens who respect the laws Like this at the next whatever what you can force a vaccine on us or we will not be able to work
Identity Attack0.008620501
Insult0.016556932
Profanity0.010774951
Threat0.0075083673
Severe Toxicity0.0012779236
Low Tox 0.04067813 Low Con 0.202 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
I immigrated to Canada in 2020 during peak COVID. I lost my job working in the Middle East and I had my PR so it made sense moving to Canada for good. I’m a chemical …
I immigrated to Canada in 2020 during peak COVID. I lost my job working in the Middle East and I had my PR so it made sense moving to Canada for good. I’m a chemical engineer who worked in oil and gas for about 10 years in the Middle East. Once I landed in Canada, I went to work in Amazon Fullfillment Centre the week after I completed my quarantine. It was hard labor working for $16 per hour in Toronto. I worked for 10 months while working on my qualifications and engineering license. After that I was hired by an oil and gas contracting company and worked as a Trainee engineer after which I was promoted to Senior engineer in a year after I received my engineering license. I moved 4 cities in 4 years for my job. Now I am settled, own a home, got married to my long time girl friend and work at an Oil and Gas company which pays well. What I learnt through my experience is that Canada is a land of opportunities and people respect you for the work you do whatever it may be and do not judge you, all that we will have to do is work hard and improve on your skills. Integrate with the society, donate and volunteer. That’s how new immigrants can integrate. If you aren’t open minded and want to stay as you stayed in your country then you will not develop and it will hinder yours and the country’s progress.
Identity Attack0.011987305
Insult0.017292
Profanity0.018187506
Threat0.007029374
Severe Toxicity0.0017356873
Low Tox 0.037105743 Constructive 0.833 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa …
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa similar to a us citizen.
Identity Attack0.02048012
Insult0.013440913
Profanity0.011201942
Threat0.0062785195
Severe Toxicity0.0011348724
Low Tox 0.035220183 Moderate Con 0.323
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Whatever money they're giving, I'll take it. I can buy more bread.
Whatever money they're giving, I'll take it. I can buy more bread.
Identity Attack0.0021828737
Insult0.010058892
Profanity0.0137468055
Threat0.007094103
Severe Toxicity0.0010490417
Low Tox 0.021903414 Moderate Con 0.397 Personal_Narrative
Jan 14, 2026 Canada’s new rules in 2026
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
Identity Attack0.008916483
Insult0.008329881
Profanity0.011970525
Threat0.0063885585
Severe Toxicity0.0009012222
Low Tox 0.0201057 Moderate Con 0.454 Solidarity
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Whatever…..
Whatever…..
Identity Attack0.0013781702
Insult0.008367881
Profanity0.013507691
Threat0.0065827454
Severe Toxicity0.0009584427
Low Tox 0.014576632 Moderate Con 0.371
Jan 18, 2026 2.9 million Canadian temporary visas …
Do whatever you can to minimize your tax contributions.
Do whatever you can to minimize your tax contributions.
Identity Attack0.0012579272
Insult0.009241886
Profanity0.009784333
Threat0.006466233
Severe Toxicity0.0006914139
Low Tox 0.014513801 Low Con 0.231 Call_To_Action
Nov 20, 2025 16 likes Thousands of refugees allowed into …
Its easy to solve make student pay 10k refundable after 5 months from attending university or whatever program they are joining to guarantee they are here to study also please start taking their finger print …
Its easy to solve make student pay 10k refundable after 5 months from attending university or whatever program they are joining to guarantee they are here to study also please start taking their finger print , students must show where they are staying , we have been saying this over and over
Identity Attack0.0019978844
Insult0.008804884
Profanity0.010792031
Threat0.006194372
Severe Toxicity0.00057935715
Low Tox 0.0143253105 Constructive 0.666
Sep 29, 2025 IRCC Names India in Study …
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Identity Attack0.00037235592
Insult0.0010652016
Profanity0.00007141146
Threat0.0002614447
Severe Toxicity0.000003176095
Low Tox 0.00482604
Dec 9, 2025
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Identity Attack0.0011822326
Insult0.00053934235
Profanity0.000036833728
Threat0.00007051516
Severe Toxicity0.0000025904756
Low Tox 0.0023595933
Dec 8, 2025 1 likes
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
Identity Attack0.00006975719
Insult0.0002155635
Profanity0.000022140337
Threat0.000027081516
Severe Toxicity0.0000019237928
Low Tox 0.00051481253 Policy_Critique
Dec 8, 2025 9 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.