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: "You can still do your …" 597 comments · Page 23 of 24
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
Identity Attack0.0051427023
Insult0.00979289
Profanity0.014395831
Threat0.007365964
Severe Toxicity0.001335144
Low Tox 0.022728346 Constructive 0.542 Question
Jan 19, 2026 Canadian Citizenship Test 2025 – …
You forgot to mention they increased the payroll tax which makes the tax cut null and worse you will still pay more tax this year
You forgot to mention they increased the payroll tax which makes the tax cut null and worse you will still pay more tax this year
Identity Attack0.0014336669
Insult0.013516913
Profanity0.01128734
Threat0.0061231707
Severe Toxicity0.0008010864
Low Tox 0.02249265 Moderate Con 0.325
Jan 15, 2026 2 likes Canada’s new rules in 2026
Don't believe this. Carney is still bring more in.
Don't believe this. Carney is still bring more in.
Identity Attack0.0022568693
Insult0.012224905
Profanity0.0108774295
Threat0.006861079
Severe Toxicity0.0008392334
Low Tox 0.022374803 Low Con 0.25
Dec 28, 2025 Deportations From Canada at Their …
Big Thanks to the author. I listened this video one time and wrote down the incorrect answered questions. Passed the exam with 19/20 score. But I am still waiting for the official confirmation. I had …
Big Thanks to the author. I listened this video one time and wrote down the incorrect answered questions. Passed the exam with 19/20 score. But I am still waiting for the official confirmation. I had an incoming call during the test though I didn't answer it.
Identity Attack0.005105704
Insult0.0107048955
Profanity0.015420608
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.022256956 Constructive 0.687
Jun 23, 2025 5 likes Canadian Citizenship Test 2025 – …
This is so alarming and such a high cost. Check the crime. High risk and still here? No wonder crime is high and safety and well being is so low.
This is so alarming and such a high cost. Check the crime. High risk and still here? No wonder crime is high and safety and well being is so low.
Identity Attack0.0015631594
Insult0.0113509
Profanity0.009493981
Threat0.0070034824
Severe Toxicity0.0007724762
Low Tox 0.022256956 Moderate Con 0.448 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Funny how the people who insistes tariffs are not paid by the people _for an entire year_ are still lecturing us on tariffs.
Funny how the people who insistes tariffs are not paid by the people _for an entire year_ are still lecturing us on tariffs.
Identity Attack0.0016834025
Insult0.013440913
Profanity0.010450439
Threat0.0059160385
Severe Toxicity0.0005507469
Low Tox 0.022021262 Low Con 0.273 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
Is MR still tied to W group?
Is MR still tied to W group?
Identity Attack0.004994711
Insult0.0115029
Profanity0.012961143
Threat0.006576272
Severe Toxicity0.0008773804
Low Tox 0.022021262 Low Con 0.212 Question
Oct 21, 2025 IRCC Names India in Study …
Offer still stands
Offer still stands
Identity Attack0.0040142676
Insult0.00971689
Profanity0.015147334
Threat0.007819066
Severe Toxicity0.0011539459
Low Tox 0.021667719 Moderate Con 0.349
Jan 15, 2026 Canada’s new rules in 2026
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 …
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it …
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it seemed like Tyler was going to quit YouTube and follow in his dads footsteps. Tyler didn't give up and is where he is now through perserverance. Great job Tyler!
Identity Attack0.00466173
Insult0.010780896
Profanity0.017367685
Threat0.007793174
Severe Toxicity0.0012683868
Low Tox 0.02107848 Constructive 0.751 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That's still too many.
That's still too many.
Identity Attack0.0029043318
Insult0.009944891
Profanity0.012722028
Threat0.007521313
Severe Toxicity0.0011253357
Low Tox 0.020960633 Low Con 0.285
Jan 3, 2026 1 likes New rules, regulations take effect …
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Identity Attack0.007806548
Insult0.009450888
Profanity0.010962827
Threat0.0066280556
Severe Toxicity0.0008773804
Low Tox 0.02072494 Moderate Con 0.328 Question
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Are you still in Ontario
Are you still in Ontario
Identity Attack0.006363631
Insult0.010590895
Profanity0.010996987
Threat0.006738094
Severe Toxicity0.0009822845
Low Tox 0.020231359 Moderate Con 0.348
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
Identity Attack0.0059936526
Insult0.0096028885
Profanity0.01265371
Threat0.006822242
Severe Toxicity0.00089645386
Low Tox 0.019980038 Constructive 0.558 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
People still wonder why Alberta wants out ????
People still wonder why Alberta wants out ????
Identity Attack0.0052166977
Insult0.010210892
Profanity0.010091767
Threat0.0066798385
Severe Toxicity0.000872612
Low Tox 0.019728716 Low Con 0.286 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Still not enough.
Still not enough.
Identity Attack0.0022568693
Insult0.009393888
Profanity0.01220964
Threat0.007547205
Severe Toxicity0.0011348724
Low Tox 0.018974753 Moderate Con 0.356
Dec 31, 2025 1 likes Deportations From Canada at Their …
Umm that’s still a lot.
Umm that’s still a lot.
Identity Attack0.0027748393
Insult0.008766884
Profanity0.013951761
Threat0.0071070488
Severe Toxicity0.0010919571
Low Tox 0.017215505 Moderate Con 0.302 Question
Jan 5, 2026 New rules, regulations take effect …
Open borders still exist.
Open borders still exist.
Identity Attack0.0058826595
Insult0.0075128763
Profanity0.011167783
Threat0.0070034824
Severe Toxicity0.0009250641
Low Tox 0.016964182 Low Con 0.204 Unverified_Claim
Dec 24, 2025 Deportations From Canada at Their …
are you still in montreal?
are you still in montreal?
Identity Attack0.0040512653
Insult0.009127886
Profanity0.010535837
Threat0.006912862
Severe Toxicity0.0008678436
Low Tox 0.016712861 Moderate Con 0.33 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I would still accept people graduating from Quebec university with degrees in Computer Science, Medicine, mathematics. It is just being more selective.
I would still accept people graduating from Quebec university with degrees in Computer Science, Medicine, mathematics. It is just being more selective.
Identity Attack0.004088263
Insult0.009906891
Profanity0.009400043
Threat0.0058513097
Severe Toxicity0.0005030632
Low Tox 0.01608456 Moderate Con 0.332 Policy_Critique
Nov 25, 2025 3 likes Quebec Ends Economic Immigration Program …
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Identity Attack0.0023863618
Insult0.009165886
Profanity0.010792031
Threat0.0068287146
Severe Toxicity0.0007247925
Low Tox 0.015833238 Constructive 0.51 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
I'm born in Canada I had five children and they all had to find work and they all had to go to school and they all still have to find work and they still have …
I'm born in Canada I had five children and they all had to find work and they all had to go to school and they all still have to find work and they still have to survive now each one of them has had one child only
Identity Attack0.006770608
Insult0.007968879
Profanity0.0113727385
Threat0.006420923
Severe Toxicity0.00091552734
Low Tox 0.015707577 Constructive 0.612
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Still 45k too much…
Still 45k too much…
Identity Attack0.0027193425
Insult0.00808288
Profanity0.012892825
Threat0.0076637166
Severe Toxicity0.001039505
Low Tox 0.015267765 Moderate Con 0.348 Policy_Critique
Dec 6, 2025 Quebec Ends Economic Immigration Program …
And why those with visas expired in 2025 are still in the country?
And why those with visas expired in 2025 are still in the country?
Identity Attack0.006178642
Insult0.008443882
Profanity0.009767254
Threat0.006259101
Severe Toxicity0.0007390976
Low Tox 0.014953613 Low Con 0.219 Question
Jan 19, 2026 2.9 million Canadian temporary visas …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …

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.