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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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Active: "It's about time Canada is …" 405 comments · Page 16 of 17
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a downward trend ever since. Populations can’t sustain themselves. Most western countries have the same problem. So we immigrate, and the countries with the highest birth rates will eventually take over the countries with the lowest it’s a sad reality.
Identity Attack0.009693438
Insult0.011084898
Profanity0.009143848
Threat0.006382086
Severe Toxicity0.00068187714
Low Tox 0.024731753 Moderate Con 0.435
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
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 …
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 …
90% coming from 1 country. Time for Canada to have a per country cap like the usa
90% coming from 1 country. Time for Canada to have a per country cap like the usa
Identity Attack0.008731495
Insult0.009146886
Profanity0.010057608
Threat0.00636914
Severe Toxicity0.0009870529
Low Tox 0.017969469 Low Con 0.279
Jun 18, 2025 134 likes How Canada broke its immigration …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to remove them. All while homelessness population has doubled in Canada over same time period. Forget the figure heads of the parties, don't forget this when you're deciding what party to vote for
Identity Attack0.0045137387
Insult0.009545889
Profanity0.009570839
Threat0.0069646453
Severe Toxicity0.0007677078
Low Tox 0.017341165 Constructive 0.735
Dec 26, 2025 2 likes Deportations From Canada at Their …
No only Canada, many countries in the world are going to hard times with everything so expensive.
No only Canada, many countries in the world are going to hard times with everything so expensive.
Identity Attack0.0044582416
Insult0.009564889
Profanity0.009639157
Threat0.006479179
Severe Toxicity0.00059843063
Low Tox 0.017089844 Moderate Con 0.469 Economic_Argument
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
time to bring I.C.E. to Canada yes
time to bring I.C.E. to Canada yes
Identity Attack0.0058086636
Insult0.008405882
Profanity0.010160086
Threat0.0071588317
Severe Toxicity0.00094890594
Low Tox 0.01633588 Moderate Con 0.339 Call_To_Action
Feb 4, 2026 3 likes 2.9 million Canadian temporary visas …
Hi I gave my test today 16 June . I scored 17/20 . My results are unofficial. I have watched this video several times some questions were from this video but most of the questions …
Hi I gave my test today 16 June . I scored 17/20 . My results are unofficial. I have watched this video several times some questions were from this video but most of the questions were very tricky some were like out of the source what I have studied. I suggest please read discover canada book and then watch this video.
Identity Attack0.0043657473
Insult0.008709883
Profanity0.013268576
Threat0.0072882893
Severe Toxicity0.0009393692
Low Tox 0.015204934 Constructive 0.735 Personal_Narrative
Jun 17, 2025 5 likes Canadian Citizenship Test 2025 – …
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few …
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few years; lower quotas naturally mean higher requirements. Coming on a study permit or a work permit doesn’t guarantee permanent residency. Once a temporary status expires, and if there’s no other legal pathway to stay, the person must leave Canada.
Identity Attack0.004236255
Insult0.008690883
Profanity0.00904991
Threat0.0061037517
Severe Toxicity0.0005674362
Low Tox 0.013822667 Constructive 0.522 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I watched this video 3-4 times and got 19/20 and read discover Canada as well 1 time, such a good and helpful video
I watched this video 3-4 times and got 19/20 and read discover Canada as well 1 time, such a good and helpful video
Identity Attack0.004384246
Insult0.0074178753
Profanity0.013131939
Threat0.007365964
Severe Toxicity0.0011825562
Low Tox 0.012691722 Constructive 0.561 Meta_Commentary
Feb 19, 2026 8 likes Canadian Citizenship Test 2025 – …
Long time host Ryan Doyle summarizes good about great Canadian values..its the final product followed mixture of good stuff from back home to Canada’s great stuff altogether!🤔😎
Long time host Ryan Doyle summarizes good about great Canadian values..its the final product followed mixture of good stuff from back home to Canada’s great stuff altogether!🤔😎
Identity Attack0.0032928092
Insult0.008994885
Profanity0.009681856
Threat0.0059386934
Severe Toxicity0.00056505203
Low Tox 0.011560776 Constructive 0.551
Aug 26, 2025 Why Canadians Are Turning Against …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as what's best for Canada.
Identity Attack0.0054756827
Insult0.0072278744
Profanity0.009340264
Threat0.0062008454
Severe Toxicity0.0006079674
Low Tox 0.010618322 Constructive 0.661
Dec 24, 2025 Deportations From Canada at Their …
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 – …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were from this video much recommended 😊🎉
Identity Attack0.0035147965
Insult0.006657871
Profanity0.010928668
Threat0.006641001
Severe Toxicity0.0007343292
Low Tox 0.008733413 Constructive 0.642
Dec 1, 2025 4 likes Canadian Citizenship Test 2025 – …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to test takers to read official Discover Canada book and watch only this video. Don’t do any other tests just this video! Good luck to everyone!
Identity Attack0.0022013725
Insult0.0066863713
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0006723404
Low Tox 0.007979449 Constructive 0.651
Dec 13, 2025 16 likes Canadian Citizenship Test 2025 – …
https://youtu.be/c4Jj3x5UJ8M?si=k9kopQAUsAjXCIIQ This link is for a podcaster whom is mentioning a gathering to save Canada on September 13. Need to find exact place and time.
https://youtu.be/c4Jj3x5UJ8M?si=k9kopQAUsAjXCIIQ This link is for a podcaster whom is mentioning a gathering to save Canada on September 13. Need to find exact place and time.
Identity Attack0.0021458757
Insult0.006819372
Profanity0.0092292465
Threat0.006543908
Severe Toxicity0.00051021576
Low Tox 0.0079480335 Moderate Con 0.48
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 likes Canadian Citizenship Test 2025 – …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out of 20). Got my citizenship second half of July.
Identity Attack0.00258985
Insult0.00648687
Profanity0.009767254
Threat0.0062979385
Severe Toxicity0.0005412102
Low Tox 0.0072569004 Constructive 0.692
Jul 25, 2025 27 likes Canadian Citizenship Test 2025 – …
Good it's about time that Canada 🇨🇦 fix it immigration problems 👏👏👏
Good it's about time that Canada 🇨🇦 fix it immigration problems 👏👏👏
Identity Attack0.0032835726
Insult0.0010267367
Profanity0.00002168846
Threat0.00014306411
Severe Toxicity0.0000024727594
Low Tox 0.006903894 Call_To_Action
Apr 16, 2025 6 likes
Thank you so much to the person who made this!I passed my citizenship test with a score of 19 out of 20! I read the Discover Canada book twice and watched this video three times …
Thank you so much to the person who made this!I passed my citizenship test with a score of 19 out of 20! I read the Discover Canada book twice and watched this video three times ,it really helped me prepare.August 6, 2025 Thanks again!
Identity Attack0.0023493639
Insult0.0064488696
Profanity0.009630617
Threat0.006485652
Severe Toxicity0.0005865097
Low Tox 0.0068799187 Constructive 0.678 Personal_Narrative
Aug 7, 2025 7 likes Canadian Citizenship Test 2025 – …
Thank you for the video. I just took my test Jan 19/2026 got 19/20 on my first attempt. I read 2 chapters of discover Canada, found it was hard to follow and watched this video …
Thank you for the video. I just took my test Jan 19/2026 got 19/20 on my first attempt. I read 2 chapters of discover Canada, found it was hard to follow and watched this video 3 times instead. I took notes and read all the explanation with each questions. Wrote down the events according to timeline really helped. This video gave me a really solid foundation, but still had maybe 4-5 questions that wasn’t part of these questions.
Identity Attack0.0022846176
Insult0.006353869
Profanity0.010108846
Threat0.0063238298
Severe Toxicity0.00054597855
Low Tox 0.0060631246 Constructive 0.698
Jan 20, 2026 2 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.