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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: "They do this to every …" 827 comments · Page 32 of 34
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments with what they did to every single Canadian Citizen ! All an Agenda and there’s going to be a major snap back ! I hope We as Humanity wake up and join together to bring peace and prosperity back not by government but by each and every single Culture has an.
Identity Attack0.010803374
Insult0.011578901
Profanity0.00998929
Threat0.0060778605
Severe Toxicity0.0010681152
Low Tox 0.023671126 Constructive 0.691
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
This why every country needs a Donald Trump!
This why every country needs a Donald Trump!
Identity Attack0.0041067624
Insult0.011198899
Profanity0.012551232
Threat0.006874025
Severe Toxicity0.0012683868
Low Tox 0.02308189 Low Con 0.231 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
FOR EVERY 1000 THAT LEAVE 5000 ENTER.
FOR EVERY 1000 THAT LEAVE 5000 ENTER.
Identity Attack0.0027563404
Insult0.009051885
Profanity0.011680172
Threat0.007754337
Severe Toxicity0.0014591217
Low Tox 0.022964042 Low Con 0.227
Dec 28, 2025 Deportations From Canada at Their …
It isn’t nearly enough. It would be better to secure our borders so people can’t just walk across. It isn’t rocket science. We do not have the responsibility to take in every person who crosses …
It isn’t nearly enough. It would be better to secure our borders so people can’t just walk across. It isn’t rocket science. We do not have the responsibility to take in every person who crosses our border especially when their first step on western land was the US.
Identity Attack0.006992595
Insult0.010248893
Profanity0.010484599
Threat0.0068869707
Severe Toxicity0.0007867813
Low Tox 0.022139108 Moderate Con 0.449 Policy_Critique
Dec 29, 2025 1 likes Deportations From Canada at Their …
Dear America: this is every city in Canada
Dear America: this is every city in Canada
Identity Attack0.01139534
Insult0.009450888
Profanity0.012892825
Threat0.006822242
Severe Toxicity0.0013923645
Low Tox 0.022021262 Moderate Con 0.328 Comparative_Framing
Jan 27, 2026 601 likes Inside Canada's Indian Invasion...
Every Child matters
Every Child matters
Identity Attack0.00621564
Insult0.009488888
Profanity0.017982552
Threat0.008090926
Severe Toxicity0.0019550323
Low Tox 0.021785567 Moderate Con 0.38 Meta_Commentary
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It would be nice to get 500,000 every six months
It would be nice to get 500,000 every six months
Identity Attack0.006622616
Insult0.008652883
Profanity0.014498309
Threat0.008841781
Severe Toxicity0.0016307831
Low Tox 0.021667719 Low Con 0.28 Policy_Critique
Dec 24, 2025 4 likes Deportations From Canada at Their …
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 …
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 …
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
Identity Attack0.004587734
Insult0.0113509
Profanity0.010809111
Threat0.0059678215
Severe Toxicity0.000705719
Low Tox 0.021196328 Constructive 0.503 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This is happening to every Canadian city...
This is happening to every Canadian city...
Identity Attack0.007214582
Insult0.008937885
Profanity0.00902429
Threat0.0072882893
Severe Toxicity0.0009727478
Low Tox 0.02107848 Moderate Con 0.374
Jan 27, 2026 Inside Canada's Indian Invasion...
There should be a country cap in Canada on every single pathway to move to Canada.
There should be a country cap in Canada on every single pathway to move to Canada.
Identity Attack0.010655383
Insult0.009279887
Profanity0.010091767
Threat0.007094103
Severe Toxicity0.0010633469
Low Tox 0.020960633 Low Con 0.159 Policy_Critique
Sep 19, 2025 645 likes Inside Canada's Indian Metropolis (Brampton)
If you double immigration, then increase it every year for 4 years, cutting it back by 10% isnt making a defference.... if we had stayed on a reasonable growth scale instead of doubling immigration in …
If you double immigration, then increase it every year for 4 years, cutting it back by 10% isnt making a defference.... if we had stayed on a reasonable growth scale instead of doubling immigration in 2021, then we would be letting in about 60% of the current target
Identity Attack0.00880549
Insult0.008899884
Profanity0.009750174
Threat0.006162008
Severe Toxicity0.00077724457
Low Tox 0.020607091 Moderate Con 0.368 Policy_Critique
Jan 12, 2026 1 likes Canada’s new rules in 2026
"I came here as a student" - Every Brampton resident
"I came here as a student" - Every Brampton resident
Identity Attack0.008509507
Insult0.010552894
Profanity0.0108774295
Threat0.0062849927
Severe Toxicity0.0008869171
Low Tox 0.020231359 Moderate Con 0.405
Sep 22, 2025 4,980 likes Inside Canada's Indian Metropolis (Brampton)
Every. Last. One.
Every. Last. One.
Identity Attack0.0028673338
Insult0.008557882
Profanity0.015113175
Threat0.008129764
Severe Toxicity0.0014400482
Low Tox 0.020231359 Moderate Con 0.312 Call_To_Action
Dec 27, 2025 Deportations From Canada at Their …
pretty wild how basic cable is a luxury honestly. Ive had it for a few months when my and my g/f moved to our very first apartment like 15-20 years ago and its been outa …
pretty wild how basic cable is a luxury honestly. Ive had it for a few months when my and my g/f moved to our very first apartment like 15-20 years ago and its been outa the budget ever since. Used to be in every middle class home across Canada
Identity Attack0.0043657473
Insult0.011160898
Profanity0.013029462
Threat0.0060908063
Severe Toxicity0.00076293945
Low Tox 0.019980038 Constructive 0.624 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Bro 100% correct. Every single thing about this video is accurate and true.
Bro 100% correct. Every single thing about this video is accurate and true.
Identity Attack0.0042177555
Insult0.009013886
Profanity0.013849284
Threat0.0076766624
Severe Toxicity0.0012683868
Low Tox 0.018095128 Moderate Con 0.488 Meta_Commentary
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
This used to just be Brampton's reputation, but it is basically every city in every province now
This used to just be Brampton's reputation, but it is basically every city in every province now
Identity Attack0.0054756827
Insult0.010020891
Profanity0.014088398
Threat0.0069905366
Severe Toxicity0.0010061264
Low Tox 0.017969469 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 1,179 likes Inside Canada's Indian Invasion...
Thats my tim hortons I go to every day.
Thats my tim hortons I go to every day.
Identity Attack0.0034962974
Insult0.009165886
Profanity0.015249812
Threat0.007417747
Severe Toxicity0.0011444092
Low Tox 0.017843807 Moderate Con 0.444 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, that’s every Tim Horton’s ever.
Tyler, that’s every Tim Horton’s ever.
Identity Attack0.0023123662
Insult0.011198899
Profanity0.010894509
Threat0.006304411
Severe Toxicity0.0007390976
Low Tox 0.017466826 Moderate Con 0.326
Jan 27, 2026 Inside Canada's Indian Invasion...
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Identity Attack0.0023863618
Insult0.009165886
Profanity0.010792031
Threat0.0068287146
Severe Toxicity0.0007247925
Low Tox 0.015833238 Constructive 0.51 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
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...
Not only Brampton. Every other city too. Look around
Not only Brampton. Every other city too. Look around
Identity Attack0.00310782
Insult0.008747884
Profanity0.011680172
Threat0.0072753434
Severe Toxicity0.00081062317
Low Tox 0.015142105 Low Con 0.255 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
It's Like This In Every City In Canada!
It's Like This In Every City In Canada!
Identity Attack0.004994711
Insult0.008918885
Profanity0.009818493
Threat0.006136116
Severe Toxicity0.0008678436
Low Tox 0.015079274 Low Con 0.216 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Identity Attack0.0027748393
Insult0.008918885
Profanity0.009767254
Threat0.006265574
Severe Toxicity0.0005698204
Low Tox 0.014953613 Moderate Con 0.498 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...

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.