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: "The name of that is …" 217 comments · Page 9 of 9
It's being hidden because RCMP don't have the resources. There are fentanyl shop's setup all across Canada to boot. A great Vancouver born journalist exposes all of it. Forgot her name but look her up.
It's being hidden because RCMP don't have the resources. There are fentanyl shop's setup all across Canada to boot. A great Vancouver born journalist exposes all of it. Forgot her name but look her up.
Identity Attack0.0033298072
Insult0.015796926
Profanity0.010279642
Threat0.0067963502
Severe Toxicity0.0007581711
Low Tox 0.027324399 Constructive 0.679 Unverified_Claim
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
I know the guy on the bike his name is Gary
I know the guy on the bike his name is Gary
Identity Attack0.004088263
Insult0.012376905
Profanity0.016103793
Threat0.008026198
Severe Toxicity0.001373291
Low Tox 0.025320992 Constructive 0.502 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never last even in Woke Canada.
Identity Attack0.0032373124
Insult0.014314918
Profanity0.011031146
Threat0.0063238298
Severe Toxicity0.0007915497
Low Tox 0.024378212 Moderate Con 0.394 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Why do they call it Brampton? Needs a new name and change all street names please?
Why do they call it Brampton? Needs a new name and change all street names please?
Identity Attack0.005660672
Insult0.0105148945
Profanity0.011423977
Threat0.007249452
Severe Toxicity0.0010061264
Low Tox 0.02308189 Low Con 0.277 Identity_Assertion
Dec 15, 2025 Inside Canada's Indian Metropolis (Brampton)
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Identity Attack0.002192123
Insult0.013212911
Profanity0.010365041
Threat0.0067769317
Severe Toxicity0.0007009506
Low Tox 0.02107848 Moderate Con 0.336 Policy_Critique
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
Identity Attack0.0051427023
Insult0.009032886
Profanity0.016752819
Threat0.008259222
Severe Toxicity0.0012016296
Low Tox 0.02072494 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you Michelle Remple (sorry if I'm misspelling your name )for some reason It sound different if I say it
Thank you Michelle Remple (sorry if I'm misspelling your name )for some reason It sound different if I say it
Identity Attack0.0045137387
Insult0.009678889
Profanity0.013883443
Threat0.007262398
Severe Toxicity0.0012969971
Low Tox 0.019100413 Constructive 0.515
Oct 19, 2025 IRCC Names India in Study …
I moved to Brampton in 1986 moved out in 1994 after the name changed to Bramladish
I moved to Brampton in 1986 moved out in 1994 after the name changed to Bramladish
Identity Attack0.005919657
Insult0.00975489
Profanity0.014771583
Threat0.0076766624
Severe Toxicity0.001077652
Low Tox 0.018849092 Moderate Con 0.47 Personal_Narrative
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Candia is its new name .
Candia is its new name .
Identity Attack0.0037182847
Insult0.009640889
Profanity0.013883443
Threat0.0072882893
Severe Toxicity0.0012207031
Low Tox 0.017089844 Low Con 0.194 Humor_Satire
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I can name their surnames - singh, kaur, patel
I can name their surnames - singh, kaur, patel
Identity Attack0.0054756827
Insult0.010400894
Profanity0.013917602
Threat0.0077284453
Severe Toxicity0.0012683868
Low Tox 0.016210219 Moderate Con 0.317 Identity_Assertion
Sep 30, 2025 1 likes IRCC Names India in Study …
What’s singh’s first name?
What’s singh’s first name?
Identity Attack0.004069764
Insult0.00808288
Profanity0.013029462
Threat0.006912862
Severe Toxicity0.0009059906
Low Tox 0.0131943645 Low Con 0.282 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
What is the name of the royal anthem of canada?
What is the name of the royal anthem of canada?
Identity Attack0.004088263
Insult0.0069048726
Profanity0.010347961
Threat0.006427396
Severe Toxicity0.000667572
Low Tox 0.009550206 Low Con 0.249
Nov 18, 2025 Canadian Citizenship Test 2025 – …
Question 317 has a wrong answer, correct answer is 1867, Name Canada became official in 1867. Great practice material though
Question 317 has a wrong answer, correct answer is 1867, Name Canada became official in 1867. Great practice material though
Identity Attack0.0024973555
Insult0.0073798755
Profanity0.009101149
Threat0.005958112
Severe Toxicity0.00041246414
Low Tox 0.009236055 Moderate Con 0.399
Jan 5, 2026 3 likes Canadian Citizenship Test 2025 – …
Trudeau is longer in government so why do you keep putting his name out there
Trudeau is longer in government so why do you keep putting his name out there
Identity Attack0.00005445664
Insult0.0012577358
Profanity0.000032798056
Threat0.000044630655
Severe Toxicity0.0000016938212
Low Tox 0.0019619958
Apr 14, 2025
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
Identity Attack0.00016571755
Insult0.0004641115
Profanity0.000036747424
Threat0.000099303084
Severe Toxicity0.000003927708
Low Tox 0.0014281132 Personal_Narrative
Dec 8, 2025 13 likes
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 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.