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 they ask you for …" 455 comments · Page 18 of 19
No Vacancy. Time to go. 1. Ask 2. Tell 3. Make
No Vacancy. Time to go. 1. Ask 2. Tell 3. Make
Identity Attack0.002552852
Insult0.00983089
Profanity0.0127903465
Threat0.008712323
Severe Toxicity0.0012683868
Low Tox 0.022256956 Low Con 0.277 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
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 …
Usually when you ask a question, it is customary to give someone the time to respond without telling them you don't have a lot of time except for one word answers ...... just sayin'!
Usually when you ask a question, it is customary to give someone the time to respond without telling them you don't have a lot of time except for one word answers ...... just sayin'!
Identity Attack0.0013504218
Insult0.011958904
Profanity0.011167783
Threat0.006097279
Severe Toxicity0.0005912781
Low Tox 0.020960633 Constructive 0.501
Sep 29, 2025 IRCC Names India in Study …
Ask for advice from the President next door.
Ask for advice from the President next door.
Identity Attack0.0016371552
Insult0.011274899
Profanity0.010160086
Threat0.0069387536
Severe Toxicity0.0006580353
Low Tox 0.020607091 Low Con 0.23
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such as law enforcement. Each city town and borough has that information. Had the rolls been reversed you would not have faired any better. Not make a major public statement? Yes you did.
Identity Attack0.0014244175
Insult0.013174911
Profanity0.010006369
Threat0.0059678215
Severe Toxicity0.00059843063
Low Tox 0.0201057 Constructive 0.671
Sep 29, 2025 IRCC Names India in Study …
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
Identity Attack0.0014429165
Insult0.010438894
Profanity0.00998929
Threat0.0060066585
Severe Toxicity0.000538826
Low Tox 0.01847211 Low Con 0.253
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A MONTH FOR CALL LIST A PROVINCE HAS AVERAGE 20000 ON FORCE EACH MAKING BETWEEN 70K TO 140K EACK A YEARLY! THIS IS A BUSINESS AND BUSINESS IS GOOD 👍
Identity Attack0.0021458757
Insult0.009203887
Profanity0.010433359
Threat0.006647474
Severe Toxicity0.001001358
Low Tox 0.017089844 Moderate Con 0.428 Economic_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I asked AI it said 6% but here you say its 60%
I asked AI it said 6% but here you say its 60%
Identity Attack0.0044767405
Insult0.008462882
Profanity0.014327513
Threat0.007081157
Severe Toxicity0.0010156631
Low Tox 0.016712861 Moderate Con 0.459 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all …
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all well after that. Anyone experienced that? Will it be an issue for my test while they review? Please let me know. Update: I got my test marked as Completed in the tracker. I did not give second test.
Identity Attack0.004846719
Insult0.008557882
Profanity0.016547862
Threat0.008841781
Severe Toxicity0.0011634827
Low Tox 0.016210219 Constructive 0.722 Question
Feb 10, 2026 1 likes Canadian Citizenship Test 2025 – …
Best government in the world is Canadian government , if you ask 10 000 000 Trudeau 's people in Canada
Best government in the world is Canadian government , if you ask 10 000 000 Trudeau 's people in Canada
Identity Attack0.0063266335
Insult0.009203887
Profanity0.010023449
Threat0.0062008454
Severe Toxicity0.0008583069
Low Tox 0.015958898 Moderate Con 0.36
Jan 9, 2026 IRCC Names India in Study …
Asking for country and answering a state🤷🤷
Asking for country and answering a state🤷🤷
Identity Attack0.0029598286
Insult0.008975885
Profanity0.010604155
Threat0.006045496
Severe Toxicity0.00067710876
Low Tox 0.015519086 Low Con 0.233 Meta_Commentary
Mar 1, 2026 Inside Canada's Indian Invasion...
We didnt vote for it if thats what youre asking.
We didnt vote for it if thats what youre asking.
Identity Attack0.0022753682
Insult0.008519882
Profanity0.011048226
Threat0.0064727063
Severe Toxicity0.0005865097
Low Tox 0.015330595 Low Con 0.279 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Stay on this, Michelle! These hard questions need to be asked and answers given!
Stay on this, Michelle! These hard questions need to be asked and answers given!
Identity Attack0.0018498929
Insult0.009298887
Profanity0.009698936
Threat0.006712203
Severe Toxicity0.0005745888
Low Tox 0.0143253105 Moderate Con 0.462
Sep 29, 2025 IRCC Names India in Study …
Ask ✡️
Ask ✡️
Identity Attack0.0034408006
Insult0.008272881
Profanity0.01627459
Threat0.007340072
Severe Toxicity0.0012397766
Low Tox 0.01426248 Moderate Con 0.404
Feb 24, 2026 Inside Canada's Indian Invasion...
Thank you Tyler!!!!I habe been asking you to come to canada specifically Brampton for the last 10 mouths. !!!!your the best!@@@@!
Thank you Tyler!!!!I habe been asking you to come to canada specifically Brampton for the last 10 mouths. !!!!your the best!@@@@!
Identity Attack0.00310782
Insult0.008975885
Profanity0.011116544
Threat0.0062849927
Severe Toxicity0.0007390976
Low Tox 0.01426248 Constructive 0.643
Jan 27, 2026 Inside Canada's Indian Invasion...
8% of "only the people we asked" means there's probably millions, not 80K
8% of "only the people we asked" means there's probably millions, not 80K
Identity Attack0.0037367835
Insult0.0075698765
Profanity0.01220964
Threat0.006466233
Severe Toxicity0.0008058548
Low Tox 0.013005874 Moderate Con 0.33
Sep 30, 2025 1 likes IRCC Names India in Study …
Canada asked for it
Canada asked for it
Identity Attack0.0052166977
Insult0.007474876
Profanity0.011663092
Threat0.0065827454
Severe Toxicity0.0007867813
Low Tox 0.012754552 Low Con 0.254 Moral_Argument
Sep 29, 2025 IRCC Names India in Study …
Ask our government.
Ask our government.
Identity Attack0.0029228306
Insult0.007341875
Profanity0.011219022
Threat0.006815769
Severe Toxicity0.0006866455
Low Tox 0.010995304 Low Con 0.236 Question
Aug 28, 2025 Why Canadians Are Turning Against …
They said they wanted to ask the locals how they felt about it. I thought they moved the locals to a reservation.
They said they wanted to ask the locals how they felt about it. I thought they moved the locals to a reservation.
Identity Attack0.0032003147
Insult0.0075128763
Profanity0.010313802
Threat0.0062849927
Severe Toxicity0.00056266785
Low Tox 0.010618322 Moderate Con 0.453
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years Know you asking questions for last four years
Identity Attack0.0017111509
Insult0.007778878
Profanity0.009579378
Threat0.005877201
Severe Toxicity0.00044345856
Low Tox 0.01005285 Low Con 0.275
Sep 28, 2025 2 likes IRCC Names India in Study …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current time. Also question from this video can be asked in form of true/false, so it’s important to pay proper attention to what you reading. Good luck.
Identity Attack0.0020071338
Insult0.0077408776
Profanity0.00950252
Threat0.0062267366
Severe Toxicity0.00051498413
Low Tox 0.009613037 Constructive 0.707
Jan 10, 2026 2 likes Canadian Citizenship Test 2025 – …
Do they ask you for specific dates/years?
Do they ask you for specific dates/years?
Identity Attack0.001812895
Insult0.006828872
Profanity0.010979908
Threat0.0062008454
Severe Toxicity0.00056266785
Low Tox 0.009298885 Low Con 0.245 Question
Jan 23, 2026 Canadian Citizenship Test 2025 – …
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
Identity Attack0.0023493639
Insult0.006952373
Profanity0.011167783
Threat0.006440342
Severe Toxicity0.000603199
Low Tox 0.008921904 Constructive 0.668 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were from this but just a heads up that test questions can b tricky so remember the questions as the questions can be asked as answers and the answer can be asked as questions
Identity Attack0.001951637
Insult0.0066388706
Profanity0.010057608
Threat0.006317357
Severe Toxicity0.0005507469
Low Tox 0.007539637 Constructive 0.723 Meta_Commentary
Feb 4, 2026 3 likes Canadian Citizenship Test 2025 – …

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.