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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.

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Search comment text, filter by category or toxicity level
Active: "Who is paying for these …" 922 comments · Page 35 of 37
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and 60’s to bringing in low paying service jobs from the 70’s till now. This decline started 50 years ago
Identity Attack0.0071775843
Insult0.012946909
Profanity0.008938893
Threat0.005825418
Severe Toxicity0.0005698204
Low Tox 0.022256956 Moderate Con 0.468 Policy_Critique
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
ALL IS BY DESIGN. Thanks to Open Society's policies, which were in the making for 30 years, and so many saw it. Now we pay for this
ALL IS BY DESIGN. Thanks to Open Society's policies, which were in the making for 30 years, and so many saw it. Now we pay for this
Identity Attack0.0026453468
Insult0.0116169015
Profanity0.010433359
Threat0.0064985976
Severe Toxicity0.00076293945
Low Tox 0.021903414 Moderate Con 0.446 Unverified_Claim
Feb 18, 2026 30 likes Canadian immigration officers investigating hundreds …
How does the old man know that they don't pay their taxes? Did he check their annual tax filings?
How does the old man know that they don't pay their taxes? Did he check their annual tax filings?
Identity Attack0.0023216156
Insult0.012984909
Profanity0.010279642
Threat0.005945166
Severe Toxicity0.00066280365
Low Tox 0.021903414 Moderate Con 0.314
Jan 16, 2026 2 likes 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 …
Who’s saying we don’t pay taxes 😂
Who’s saying we don’t pay taxes 😂
Identity Attack0.0021643746
Insult0.011654901
Profanity0.013917602
Threat0.006194372
Severe Toxicity0.00096321106
Low Tox 0.021432023 Moderate Con 0.313 Humor_Satire
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Shoulda been paying attention to what's going on in UK.....
Shoulda been paying attention to what's going on in UK.....
Identity Attack0.0066596144
Insult0.009374888
Profanity0.011458136
Threat0.0071717775
Severe Toxicity0.0010061264
Low Tox 0.02072494 Low Con 0.29 Comparative_Framing
Nov 22, 2025 Thousands of refugees allowed into …
Of course the propaganda network did not mention any thing about free houses free rent a charge card they can buy anything without paying
Of course the propaganda network did not mention any thing about free houses free rent a charge card they can buy anything without paying
Identity Attack0.0021273769
Insult0.011046898
Profanity0.011936366
Threat0.006207318
Severe Toxicity0.00071048737
Low Tox 0.02072494 Low Con 0.156
Dec 17, 2019 How much do refugees and …
Do the international students complaining about how they have to pay more for university than Canadian citizens not realize that we pay taxes that goes towards subsidizing our education?
Do the international students complaining about how they have to pay more for university than Canadian citizens not realize that we pay taxes that goes towards subsidizing our education?
Identity Attack0.0076585566
Insult0.0116169015
Profanity0.00951106
Threat0.0058448366
Severe Toxicity0.00064849854
Low Tox 0.020607091 Moderate Con 0.441
Oct 8, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Its time to stop paying taxes if that's even possible
Its time to stop paying taxes if that's even possible
Identity Attack0.0023031165
Insult0.010096892
Profanity0.011065305
Threat0.006653947
Severe Toxicity0.00079631805
Low Tox 0.019980038 Low Con 0.223
Nov 21, 2025 4 likes Thousands of refugees allowed into …
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I can find a steady Job now hopefully and pay if my credit card debts
I can find a steady Job now hopefully and pay if my credit card debts
Identity Attack0.0028673338
Insult0.008310881
Profanity0.01354185
Threat0.007340072
Severe Toxicity0.0010633469
Low Tox 0.019351736 Moderate Con 0.433
Nov 27, 2025 Quebec Ends Economic Immigration Program …
How many of them do you lose contact with after you pay them?
How many of them do you lose contact with after you pay them?
Identity Attack0.0017666477
Insult0.008386881
Profanity0.012277958
Threat0.007197669
Severe Toxicity0.0007200241
Low Tox 0.018849092 Low Con 0.26
Oct 23, 2018 3 likes How much do refugees and …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding work, its ALL ages. People get laid off then have these same issues
Identity Attack0.0027378413
Insult0.00971689
Profanity0.012961143
Threat0.0063367756
Severe Toxicity0.00067710876
Low Tox 0.018723432 Constructive 0.732
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
How about caping income tax at 10% instead of half my pay check going to Ukraine
How about caping income tax at 10% instead of half my pay check going to Ukraine
Identity Attack0.006511623
Insult0.009298887
Profanity0.010911589
Threat0.0062267366
Severe Toxicity0.0008058548
Low Tox 0.01859777 Low Con 0.289 Policy_Critique
Jan 26, 2026 Canada’s new rules in 2026
They are all paying taxes
They are all paying taxes
Identity Attack0.0041067624
Insult0.009944891
Profanity0.01220964
Threat0.006149062
Severe Toxicity0.0008392334
Low Tox 0.01834645 Low Con 0.265
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
“Pay no taxes” haha
“Pay no taxes” haha
Identity Attack0.0015909078
Insult0.0116169015
Profanity0.01173141
Threat0.005728325
Severe Toxicity0.0007200241
Low Tox 0.018095128 Low Con 0.271 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Identity Attack0.0015076627
Insult0.0113889
Profanity0.009733095
Threat0.005825418
Severe Toxicity0.0005245209
Low Tox 0.017466826 Moderate Con 0.388 Question
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thy get 2400$ a month n 400 $ per child a month free housing😢 n taxpayers paying
Thy get 2400$ a month n 400 $ per child a month free housing😢 n taxpayers paying
Identity Attack0.0021828737
Insult0.010248893
Profanity0.010040528
Threat0.0059937127
Severe Toxicity0.0007343292
Low Tox 0.017466826 Moderate Con 0.405
Nov 21, 2025 17 likes Thousands of refugees allowed into …
Why don’t they pay taxes??? The guy in the video said they don’t pay tax
Why don’t they pay taxes??? The guy in the video said they don’t pay tax
Identity Attack0.0021458757
Insult0.009488888
Profanity0.01173141
Threat0.0060778605
Severe Toxicity0.0007677078
Low Tox 0.017089844 Moderate Con 0.322 Unverified_Claim
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right …
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right now.
Identity Attack0.00362579
Insult0.009298887
Profanity0.01220964
Threat0.006712203
Severe Toxicity0.00082969666
Low Tox 0.016587202 Constructive 0.642 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Do the students pay for education or are they scholarships paid by the government.
Do the students pay for education or are they scholarships paid by the government.
Identity Attack0.0029598286
Insult0.008842885
Profanity0.010587076
Threat0.006162008
Severe Toxicity0.0005578995
Low Tox 0.01646154 Low Con 0.237
Nov 28, 2025 Quebec Ends Economic Immigration Program …
What we saw his Canadians/QC paying for these programs .
What we saw his Canadians/QC paying for these programs .
Identity Attack0.0075105648
Insult0.009488888
Profanity0.009365883
Threat0.006045496
Severe Toxicity0.0007247925
Low Tox 0.01633588 Moderate Con 0.349
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Confused over why they don’t want to pay international student fees if they are international students.
Confused over why they don’t want to pay international student fees if they are international students.
Identity Attack0.008102531
Insult0.008272881
Profanity0.010587076
Threat0.0061296434
Severe Toxicity0.00062942505
Low Tox 0.01608456 Moderate Con 0.346 Question
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.