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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

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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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Active: "This is even more of …" 1,418 comments · Page 55 of 57
Broooooooooo I’ve been waiting for this for years!!! Not even from Canada and I’ve been yearning for this coverage
Broooooooooo I’ve been waiting for this for years!!! Not even from Canada and I’ve been yearning for this coverage
Identity Attack0.007880543
Insult0.00979289
Profanity0.014122557
Threat0.0067834044
Severe Toxicity0.0011968613
Low Tox 0.023906821 Moderate Con 0.496 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
WOW! It is hard to believe that this can even be true!
WOW! It is hard to believe that this can even be true!
Identity Attack0.0019423875
Insult0.011540901
Profanity0.012926984
Threat0.0065180166
Severe Toxicity0.00088214874
Low Tox 0.023553278 Moderate Con 0.363 Meta_Commentary
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Even their parents got visa very easily , who is issuing visa for them?
Even their parents got visa very easily , who is issuing visa for them?
Identity Attack0.0071405866
Insult0.0103248935
Profanity0.010347961
Threat0.006304411
Severe Toxicity0.00078201294
Low Tox 0.023199737 Low Con 0.239 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
I can't even pay my bills anymore and back in 2000 my job would have been considered middle/upper class.
I can't even pay my bills anymore and back in 2000 my job would have been considered middle/upper class.
Identity Attack0.0047727237
Insult0.010970897
Profanity0.011902207
Threat0.0061166976
Severe Toxicity0.0007200241
Low Tox 0.022964042 Constructive 0.502 Economic_Argument
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Yes they work inside themselves not even one penny tax
Yes they work inside themselves not even one penny tax
Identity Attack0.0017481487
Insult0.013402912
Profanity0.010894509
Threat0.005922511
Severe Toxicity0.0006580353
Low Tox 0.022846194 Low Con 0.223
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Does the CBSA even have an ICE or DHS department equivalent??? When ppl’s visa expire, what happens? Or is it a honour system??
Does the CBSA even have an ICE or DHS department equivalent??? When ppl’s visa expire, what happens? Or is it a honour system??
Identity Attack0.002848835
Insult0.013782915
Profanity0.010740792
Threat0.0060196044
Severe Toxicity0.00069618225
Low Tox 0.022846194 Low Con 0.257
Oct 1, 2025 IRCC Names India in Study …
Even homeless shelters are cleaner than that house..hotel.. hostel like situation..
Even homeless shelters are cleaner than that house..hotel.. hostel like situation..
Identity Attack0.0026083488
Insult0.012604907
Profanity0.009869732
Threat0.005922511
Severe Toxicity0.00072956085
Low Tox 0.022610499 Moderate Con 0.31 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
As if this is even news at this point
As if this is even news at this point
Identity Attack0.0033298072
Insult0.009260887
Profanity0.016547862
Threat0.007961469
Severe Toxicity0.0012969971
Low Tox 0.021903414 Low Con 0.186 Meta_Commentary
Jan 19, 2026 Why Canada’s immigration system has …
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 …
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
Identity Attack0.0026453468
Insult0.010742896
Profanity0.010467518
Threat0.007145886
Severe Toxicity0.0008916855
Low Tox 0.021549871 Moderate Con 0.312
Nov 4, 2025 IRCC Names India in Study …
50.000 a month would not even be a good start
50.000 a month would not even be a good start
Identity Attack0.0025713511
Insult0.009241886
Profanity0.012517073
Threat0.007327127
Severe Toxicity0.00086307526
Low Tox 0.021432023 Low Con 0.247
Dec 24, 2025 172 likes Deportations From Canada at Their …
Thank you so much for creating this video! I passed the exam yesterday October 17,2025 on my first try after just one week of listening to this while driving, without even reading the book
Thank you so much for creating this video! I passed the exam yesterday October 17,2025 on my first try after just one week of listening to this while driving, without even reading the book
Identity Attack0.0039772694
Insult0.008728883
Profanity0.016479544
Threat0.008789998
Severe Toxicity0.0016212463
Low Tox 0.021314176 Constructive 0.526
Oct 18, 2025 1 likes Canadian Citizenship Test 2025 – …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and answers in this video are very helpful. I highly recommend this video to those who are planning to take their citizenship exam. I wish you all the best. Cheers!
Identity Attack0.007029593
Insult0.009089886
Profanity0.01805087
Threat0.009385503
Severe Toxicity0.0018119812
Low Tox 0.02107848 Constructive 0.711 Personal_Narrative
Jun 2, 2025 5 likes Canadian Citizenship Test 2025 – …
What are we even doing at this point?
What are we even doing at this point?
Identity Attack0.0026823445
Insult0.008823884
Profanity0.015625564
Threat0.0074824756
Severe Toxicity0.0010442734
Low Tox 0.02107848 Low Con 0.275 Question
Feb 17, 2026 Inside Canada's Indian Invasion...
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because …
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because of it's tiny population comparing to other countries therefor making the Canadian economy limited.
Identity Attack0.009434453
Insult0.011008898
Profanity0.009007211
Threat0.0059613483
Severe Toxicity0.0006723404
Low Tox 0.020842785 Moderate Con 0.322 Economic_Argument
Feb 6, 2026 Inside Canada's Indian Metropolis (Brampton)
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
Identity Attack0.0024233595
Insult0.010666896
Profanity0.012346277
Threat0.0061878995
Severe Toxicity0.0008058548
Low Tox 0.020607091 Constructive 0.552
Jan 9, 2026 1 likes Why Canadians Are Turning Against …
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
Identity Attack0.0026453468
Insult0.012338906
Profanity0.011458136
Threat0.006420923
Severe Toxicity0.000705719
Low Tox 0.020231359 Constructive 0.505
Sep 19, 2025 1 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 …
its not bramton anymore, its everywhere. even far north.
its not bramton anymore, its everywhere. even far north.
Identity Attack0.0052166977
Insult0.009982891
Profanity0.012551232
Threat0.006977591
Severe Toxicity0.0009250641
Low Tox 0.019980038 Low Con 0.3 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I did not even know there were cars in Canada...
I did not even know there were cars in Canada...
Identity Attack0.00880549
Insult0.0096028885
Profanity0.010330882
Threat0.0064079775
Severe Toxicity0.0010347366
Low Tox 0.019477395 Moderate Con 0.328
Jan 27, 2026 Inside Canada's Indian Invasion...
Remove the child tax benefit. Family’s with 6 kids receive almost $60k a year completely tax free. I can’t even believe this is where our hard earned money is going.
Remove the child tax benefit. Family’s with 6 kids receive almost $60k a year completely tax free. I can’t even believe this is where our hard earned money is going.
Identity Attack0.0017019014
Insult0.010286893
Profanity0.010672474
Threat0.006155535
Severe Toxicity0.00064373016
Low Tox 0.01834645 Moderate Con 0.479
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
57k/year can’t even afford proper rented homes and food let alone being middle class. To be middle class in bc you have to earn at least 110k
57k/year can’t even afford proper rented homes and food let alone being middle class. To be middle class in bc you have to earn at least 110k
Identity Attack0.0044767405
Insult0.010628895
Profanity0.010211324
Threat0.005919275
Severe Toxicity0.0006341934
Low Tox 0.017718147 Moderate Con 0.427
Jan 2, 2026 14 likes New rules, regulations take effect …
Haven’t even watch it yet and as a Canadian THANK YOU!
Haven’t even watch it yet and as a Canadian THANK YOU!
Identity Attack0.006437627
Insult0.008823884
Profanity0.011184863
Threat0.006602164
Severe Toxicity0.0010967255
Low Tox 0.017089844 Moderate Con 0.475 Solidarity
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should have the civic sense to behave well in a community. ❤
Identity Attack0.009175468
Insult0.00817788
Profanity0.013507691
Threat0.0066345283
Severe Toxicity0.0007867813
Low Tox 0.016964182 Constructive 0.57 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...

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.