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 should work with the …" 1,725 comments · Page 64 of 69
Torontonian here, Im shocked and not shocked. You do some brave work!
Torontonian here, Im shocked and not shocked. You do some brave work!
Identity Attack0.006030651
Insult0.011654901
Profanity0.012995303
Threat0.0072106146
Severe Toxicity0.0011634827
Low Tox 0.02343543 Constructive 0.577
Jan 27, 2026 10 likes Inside Canada's Indian Invasion...
Came to Canada from Barbados 11 years ago and worked for everything I have. Never got help from the government.
Came to Canada from Barbados 11 years ago and worked for everything I have. Never got help from the government.
Identity Attack0.008879486
Insult0.011730902
Profanity0.010501678
Threat0.0061425893
Severe Toxicity0.0007534027
Low Tox 0.02308189 Constructive 0.522 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This is the work of the Liberal Government.
This is the work of the Liberal Government.
Identity Attack0.0075845607
Insult0.011160898
Profanity0.012414595
Threat0.0069646453
Severe Toxicity0.0011110306
Low Tox 0.02308189 Low Con 0.287 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
A year and a half looking for work .. welfare claims thru the roof
A year and a half looking for work .. welfare claims thru the roof
Identity Attack0.0017111509
Insult0.011692902
Profanity0.011611853
Threat0.006530962
Severe Toxicity0.00082969666
Low Tox 0.02308189 Moderate Con 0.36 Economic_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
Look at old videos on how amazing Canada was when it was a European country. A handful of policies and a few years of work and you can have that Canada once again.
Look at old videos on how amazing Canada was when it was a European country. A handful of policies and a few years of work and you can have that Canada once again.
Identity Attack0.01087737
Insult0.011198899
Profanity0.010279642
Threat0.006317357
Severe Toxicity0.0010490417
Low Tox 0.022964042 Moderate Con 0.335
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Identity Attack0.007288578
Insult0.012186904
Profanity0.009698936
Threat0.0062008454
Severe Toxicity0.00081062317
Low Tox 0.022964042 Moderate Con 0.344 Economic_Argument
Jan 21, 2026 2.9 million Canadian temporary visas …
Yes they work inside themselves not even one penny tax
Yes they work inside themselves not even one penny tax
Identity Attack0.0017481487
Insult0.013402912
Profanity0.010894509
Threat0.005922511
Severe Toxicity0.0006580353
Low Tox 0.022846194 Low Con 0.223
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back …
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back log they have
Identity Attack0.0024048607
Insult0.011730902
Profanity0.0113215
Threat0.006304411
Severe Toxicity0.0006866455
Low Tox 0.022610499 Moderate Con 0.362
Aug 22, 2018 How much do refugees and …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent here to do what? What visas did the convicts shipped by Britain and France to North America have?
Identity Attack0.0075105648
Insult0.010400894
Profanity0.010945748
Threat0.0062008454
Severe Toxicity0.0007581711
Low Tox 0.022610499 Moderate Con 0.437 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah, our tax pay money is paying for their babies so folks work harder
Yeah, our tax pay money is paying for their babies so folks work harder
Identity Attack0.0034038029
Insult0.0116169015
Profanity0.011048226
Threat0.0059807673
Severe Toxicity0.00084400177
Low Tox 0.022610499 Low Con 0.287
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Identity Attack0.004069764
Insult0.010666896
Profanity0.013576009
Threat0.007961469
Severe Toxicity0.001077652
Low Tox 0.02249265 Constructive 0.502 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Open borders are working.
Open borders are working.
Identity Attack0.008102531
Insult0.008234881
Profanity0.011782649
Threat0.007081157
Severe Toxicity0.0012969971
Low Tox 0.022256956 Low Con 0.241
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make it work they would have no choice but to change legislation to protect their citizens instead of these citizens because all they did was use these do’s and do nots to make this socialism and make it work for them that’s why they do it it’s economic gain for them it’s huge profits
Identity Attack0.004236255
Insult0.010856897
Profanity0.012038844
Threat0.0066798385
Severe Toxicity0.0008773804
Low Tox 0.021549871 Low Con 0.283
Jan 28, 2018 3 likes How much do refugees and …
2,000,000 work permits expiring sounds good!👌🏻👏🏽👋🏼✌🏾
2,000,000 work permits expiring sounds good!👌🏻👏🏽👋🏼✌🏾
Identity Attack0.0032558115
Insult0.009298887
Profanity0.011423977
Threat0.00746953
Severe Toxicity0.0012969971
Low Tox 0.021314176 Moderate Con 0.395 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
I’m not American nor live there , but I guess ICE is doing their work for a reason….
I’m not American nor live there , but I guess ICE is doing their work for a reason….
Identity Attack0.0073255757
Insult0.009982891
Profanity0.011714331
Threat0.0067769317
Severe Toxicity0.0009250641
Low Tox 0.020960633 Moderate Con 0.466 Fear_Threat
Jan 27, 2026 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 …
Great watch, keep up the good work @TylerOliveira
Great watch, keep up the good work @TylerOliveira
Identity Attack0.005438685
Insult0.0092228865
Profanity0.018324144
Threat0.00933372
Severe Toxicity0.0019264221
Low Tox 0.020960633 Moderate Con 0.361 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not …
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not enjoyable…my answer…sorry, too busy. I’d rather have a day off.
Identity Attack0.0017388993
Insult0.0115029
Profanity0.011526455
Threat0.006058442
Severe Toxicity0.0005912781
Low Tox 0.020960633 Constructive 0.544 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Let them in under the condition they work in the trades building houses.
Let them in under the condition they work in the trades building houses.
Identity Attack0.003366805
Insult0.010172892
Profanity0.010757872
Threat0.008129764
Severe Toxicity0.00092983246
Low Tox 0.020842785 Low Con 0.195 Economic_Argument
Jan 5, 2026 1 likes Migrants cross into Canada near …
We need ICE, ICE works
We need ICE, ICE works
Identity Attack0.0036627878
Insult0.008291881
Profanity0.013302735
Threat0.008349842
Severe Toxicity0.0018978119
Low Tox 0.02048268 Low Con 0.268 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
i love this series!!! Tyler and Nick doing gods work. thank you my true patriots of america
i love this series!!! Tyler and Nick doing gods work. thank you my true patriots of america
Identity Attack0.0073255757
Insult0.009298887
Profanity0.01887069
Threat0.008427517
Severe Toxicity0.0016880035
Low Tox 0.02048268 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
They must be working in Dhaba’s in Brampton, Kanneda
They must be working in Dhaba’s in Brampton, Kanneda
Identity Attack0.004846719
Insult0.011008898
Profanity0.013439372
Threat0.007262398
Severe Toxicity0.0011062622
Low Tox 0.0201057 Low Con 0.236
Sep 29, 2025 IRCC Names India in Study …
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...
10:26 this guy is one of the good ones. Paid his dues, studied hard, working as a nurse in a time where they are incredibly needed. Kudos brother.
10:26 this guy is one of the good ones. Paid his dues, studied hard, working as a nurse in a time where they are incredibly needed. Kudos brother.
Identity Attack0.0054756827
Insult0.009545889
Profanity0.017436003
Threat0.008867673
Severe Toxicity0.0016403198
Low Tox 0.019980038 Constructive 0.726
Oct 12, 2025 105 likes Inside Canada's Indian Metropolis (Brampton)

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.