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: "IT'S ABOUT TIME!" 1,206 comments · Page 44 of 49
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
I am a new comer and I want to prepare for citizenship test. Should I watch this video several times or study discover Canada book? My English is also not good, would it be possible …
I am a new comer and I want to prepare for citizenship test. Should I watch this video several times or study discover Canada book? My English is also not good, would it be possible to only watch this video and pass test? Thank you
Identity Attack0.00847251
Insult0.010096892
Profanity0.01128734
Threat0.0067898775
Severe Toxicity0.0009775162
Low Tox 0.023199737 Constructive 0.528
Apr 20, 2025 4 likes Canadian Citizenship Test 2025 – …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like quebec, Ontario and BC are overloaded....
Identity Attack0.0044582416
Insult0.012566907
Profanity0.010006369
Threat0.007081157
Severe Toxicity0.0010538101
Low Tox 0.023199737 Constructive 0.595
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Time for the police to start checking the immigration status of people they come into contact with.
Time for the police to start checking the immigration status of people they come into contact with.
Identity Attack0.0102854045
Insult0.008747884
Profanity0.010365041
Threat0.0071070488
Severe Toxicity0.0007677078
Low Tox 0.022846194 Moderate Con 0.308 Call_To_Action
Jan 15, 2026 12 likes 2.9 million Canadian temporary visas …
and they took in 5 million in that time
and they took in 5 million in that time
Identity Attack0.004994711
Insult0.008994885
Profanity0.015625564
Threat0.00951496
Severe Toxicity0.0015258789
Low Tox 0.022728346 Low Con 0.215
Dec 23, 2025 35 likes Deportations From Canada at Their …
Its about time !!!
Its about time !!!
Identity Attack0.0027748393
Insult0.009488888
Profanity0.01402008
Threat0.008841781
Severe Toxicity0.0016975403
Low Tox 0.022728346 Moderate Con 0.338
Jan 20, 2026 Why Canada’s immigration system has …
I keep getting content not avail popup, had to refresh a few times.
I keep getting content not avail popup, had to refresh a few times.
Identity Attack0.004402745
Insult0.009450888
Profanity0.01620627
Threat0.0084793
Severe Toxicity0.0012588501
Low Tox 0.022728346 Moderate Con 0.401 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks liberals voters. Vote conservative next time.
Thanks liberals voters. Vote conservative next time.
Identity Attack0.008842488
Insult0.0113509
Profanity0.010945748
Threat0.0069646453
Severe Toxicity0.0009775162
Low Tox 0.02249265 Low Con 0.272 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler I appreciate your on the ground journalism. I know rage baiting gets the views etc.. in these times, it would be nice for you to release a video relating to unity and love though. …
Tyler I appreciate your on the ground journalism. I know rage baiting gets the views etc.. in these times, it would be nice for you to release a video relating to unity and love though. With your audience I think it could be very impactful. You have a voice you can use for good as well. Just a thought ❤
Identity Attack0.0043657473
Insult0.011578901
Profanity0.015659723
Threat0.0074824756
Severe Toxicity0.0010585785
Low Tox 0.02249265 Constructive 0.789 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 – …
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...
They’ve been flowing into CA for years. Last time I went to Canada was before Covid and there were a lot then,and in not major cities like you’d think 😭
They’ve been flowing into CA for years. Last time I went to Canada was before Covid and there were a lot then,and in not major cities like you’d think 😭
Identity Attack0.006770608
Insult0.012452906
Profanity0.010091767
Threat0.0061296434
Severe Toxicity0.0007534027
Low Tox 0.021903414 Constructive 0.56 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
Identity Attack0.009360458
Insult0.010286893
Profanity0.009306105
Threat0.0063432488
Severe Toxicity0.00084877014
Low Tox 0.021785567 Constructive 0.504
Dec 28, 2025 1 likes Deportations From Canada at Their …
Thanks for this awesome video. I highly recommend watching this video a couple of times before the test.
Thanks for this awesome video. I highly recommend watching this video a couple of times before the test.
Identity Attack0.006437627
Insult0.009051885
Profanity0.020851927
Threat0.01101667
Severe Toxicity0.0024414062
Low Tox 0.021785567 Moderate Con 0.432 Meta_Commentary
Dec 27, 2025 1 likes Canadian Citizenship Test 2025 – …
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 …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
First nations here: First time???
First nations here: First time???
Identity Attack0.0071775843
Insult0.0084818825
Profanity0.01261955
Threat0.0066345283
Severe Toxicity0.0010681152
Low Tox 0.02107848 Moderate Con 0.346 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Identity Attack0.009989422
Insult0.00979289
Profanity0.009562299
Threat0.0061814263
Severe Toxicity0.0007724762
Low Tox 0.020960633 Constructive 0.774 Personal_Narrative
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
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 …
Good timing
Good timing
Identity Attack0.0043657473
Insult0.009336887
Profanity0.016957775
Threat0.0086087575
Severe Toxicity0.0016307831
Low Tox 0.020842785 Moderate Con 0.439
Jan 27, 2026 Inside Canada's Indian Invasion...
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Identity Attack0.008324518
Insult0.010552894
Profanity0.009459821
Threat0.006317357
Severe Toxicity0.0008392334
Low Tox 0.02072494 Moderate Con 0.464 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
It's about time 👏👏👏
It's about time 👏👏👏
Identity Attack0.002830336
Insult0.00975489
Profanity0.01442999
Threat0.008220384
Severe Toxicity0.0017642975
Low Tox 0.02072494 Moderate Con 0.372 Solidarity
Nov 22, 2025 Quebec Ends Economic Immigration Program …
10 bucks for grapes... that's lower than I've paid at times in BC
10 bucks for grapes... that's lower than I've paid at times in BC
Identity Attack0.0026823445
Insult0.0107048955
Profanity0.011936366
Threat0.0064015044
Severe Toxicity0.0008535385
Low Tox 0.02048268 Moderate Con 0.427
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 a month for a non-trap house apartment, and why are eggs four times the price they were 5 years ago.
Identity Attack0.0049577127
Insult0.009944891
Profanity0.013439372
Threat0.0064985976
Severe Toxicity0.00091552734
Low Tox 0.02048268 Constructive 0.756 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Why do they keep saying thankyou for the question, in my opinion it is using up time.
Why do they keep saying thankyou for the question, in my opinion it is using up time.
Identity Attack0.0027933381
Insult0.010058892
Profanity0.013780965
Threat0.0072106146
Severe Toxicity0.00092983246
Low Tox 0.020231359 Constructive 0.535
Sep 29, 2025 IRCC Names India in Study …

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.