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: "He is more full of …" 271 comments · Page 11 of 11
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
Kalergi Plan in full swing
Kalergi Plan in full swing
Identity Attack0.007917541
Insult0.015416925
Profanity0.017436003
Threat0.008712323
Severe Toxicity0.0026512146
Low Tox 0.034277402 Low Con 0.147 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for making this video i passed my test with full marks!
Thanks for making this video i passed my test with full marks!
Identity Attack0.0074365693
Insult0.010894896
Profanity0.023379711
Threat0.01119791
Severe Toxicity0.0029182434
Low Tox 0.029799197 Constructive 0.519
Dec 7, 2025 4 likes Canadian Citizenship Test 2025 – …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Thank you for this video . I listen this video only 1 time full and 2nd time half I pass the test it was so helpful
Thank you for this video . I listen this video only 1 time full and 2nd time half I pass the test it was so helpful
Identity Attack0.007029593
Insult0.010248893
Profanity0.021740068
Threat0.010395273
Severe Toxicity0.0026130676
Low Tox 0.025674535 Constructive 0.557 Solidarity
Jan 27, 2026 5 likes Canadian Citizenship Test 2025 – …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions right, just barely passing. Don’t fall for it like I did!
Identity Attack0.0016279058
Insult0.013174911
Profanity0.011423977
Threat0.006136116
Severe Toxicity0.00074863434
Low Tox 0.024849601 Constructive 0.593
Sep 20, 2025 2 likes Canadian Citizenship Test 2025 – …
Hopefully that’s per month. That’s what it should be. Hope you don’t need to go to the hospital. We are full
Hopefully that’s per month. That’s what it should be. Hope you don’t need to go to the hospital. We are full
Identity Attack0.0027563404
Insult0.00975489
Profanity0.01261955
Threat0.007547205
Severe Toxicity0.0010681152
Low Tox 0.023317585 Constructive 0.515 Fear_Threat
Jan 1, 2026 Deportations From Canada at Their …
Can we see the full interview of the bike guy. He speaks for us
Can we see the full interview of the bike guy. He speaks for us
Identity Attack0.0035517942
Insult0.011958904
Profanity0.013678487
Threat0.0074824756
Severe Toxicity0.0011253357
Low Tox 0.02308189 Moderate Con 0.444 Call_To_Action
Feb 5, 2026 16 likes Inside Canada's Indian Invasion...
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 …
JD can not leave U.S.A because his Cell Phone is full of illegal stuff
JD can not leave U.S.A because his Cell Phone is full of illegal stuff
Identity Attack0.0013116159
Insult0.009494127
Profanity0.000090953705
Threat0.00026474876
Severe Toxicity0.000002707191
Low Tox 0.021331392
Dec 11, 2025
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Identity Attack0.011247349
Insult0.008785884
Profanity0.01173141
Threat0.0064144502
Severe Toxicity0.0009059906
Low Tox 0.019603057 Constructive 0.565 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
Petition to upload the full interview with the legend on the bike!
Petition to upload the full interview with the legend on the bike!
Identity Attack0.0029228306
Insult0.009108886
Profanity0.013268576
Threat0.008362788
Severe Toxicity0.0011777878
Low Tox 0.019351736 Moderate Con 0.32 Call_To_Action
Jan 27, 2026 32 likes Inside Canada's Indian Invasion...
It’s a good thing they legally don’t need to wear a motorcycle helmet. Since they are such great drivers and wear a helmet full time. 😅
It’s a good thing they legally don’t need to wear a motorcycle helmet. Since they are such great drivers and wear a helmet full time. 😅
Identity Attack0.0025713511
Insult0.009944891
Profanity0.012858666
Threat0.0071070488
Severe Toxicity0.001001358
Low Tox 0.019100413 Low Con 0.269
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds …
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds tho
Identity Attack0.003866276
Insult0.0086718835
Profanity0.012482914
Threat0.007365964
Severe Toxicity0.0010681152
Low Tox 0.0154562555 Constructive 0.611 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Look at the UB agenda 21 in full effect
Look at the UB agenda 21 in full effect
Identity Attack0.0036997858
Insult0.008291881
Profanity0.012312118
Threat0.007262398
Severe Toxicity0.0010156631
Low Tox 0.015016444 Low Con 0.243 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Download full movie https://youtube.com/shorts/l-8SUXic6Qg?si=smkXZGR-VGofmaHY
Download full movie https://youtube.com/shorts/l-8SUXic6Qg?si=smkXZGR-VGofmaHY
Identity Attack0.0047172266
Insult0.007911879
Profanity0.018392462
Threat0.009178371
Severe Toxicity0.00166893
Low Tox 0.014765122 Moderate Con 0.367 Advertisement_Spam
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I work a full-time job and a part-time job. Never thought in my 40's I'd need 2 jobs to live. I slso don't own a vehicle.
I work a full-time job and a part-time job. Never thought in my 40's I'd need 2 jobs to live. I slso don't own a vehicle.
Identity Attack0.0017481487
Insult0.008595883
Profanity0.013029462
Threat0.006420923
Severe Toxicity0.0007867813
Low Tox 0.014765122 Constructive 0.613
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
The CRA auto tax eh. I doubt its so they can assure you get all the benefits qualified for. Pretty sure this is a test. Then full rollout
The CRA auto tax eh. I doubt its so they can assure you get all the benefits qualified for. Pretty sure this is a test. Then full rollout
Identity Attack0.0016649036
Insult0.007949878
Profanity0.01086035
Threat0.0062267366
Severe Toxicity0.00061035156
Low Tox 0.009801528 Moderate Con 0.305
Jan 12, 2026 2 likes Canada’s new rules in 2026
Thank god. Rents are way to expensive, hospitals and clinics too crowded, buses and trains too full. Now start putting drugs out of the streets
Thank god. Rents are way to expensive, hospitals and clinics too crowded, buses and trains too full. Now start putting drugs out of the streets
Identity Attack0.0003122956
Insult0.00045407692
Profanity0.0001015965
Threat0.00074984506
Severe Toxicity0.000006387759
Low Tox 0.003653549
Apr 18, 2025 3 likes
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 likes

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.