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: "GET THEM ALL OUT NOW …" 2,660 comments · Page 101 of 107
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you are admitted to a nursing home.... or have to stay in the hospital waiting to get into a nursing home FACT
Identity Attack0.004920715
Insult0.013402912
Profanity0.009434202
Threat0.0060260775
Severe Toxicity0.0007247925
Low Tox 0.023553278 Moderate Con 0.389
May 18, 2018 How much do refugees and …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out of 20. So, I'm assuming I pass. Please someone reply.🙏
Identity Attack0.005253696
Insult0.009355888
Profanity0.015625564
Threat0.0086087575
Severe Toxicity0.0013923645
Low Tox 0.023317585 Constructive 0.615 Question
Dec 22, 2025 1 likes Canadian Citizenship Test 2025 – …
Come do this in Surrey. Message me I’ll set it up. But I get to choose who you interview.
Come do this in Surrey. Message me I’ll set it up. But I get to choose who you interview.
Identity Attack0.00449524
Insult0.009431887
Profanity0.014634945
Threat0.0101363575
Severe Toxicity0.0014400482
Low Tox 0.023317585 Moderate Con 0.479 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Im from the Netherlands ive been trying 2 years to move to Canada and its been difficult for me and now i see this im like i think Brampton might be my best try to …
Im from the Netherlands ive been trying 2 years to move to Canada and its been difficult for me and now i see this im like i think Brampton might be my best try to get into Canada😂
Identity Attack0.011321344
Insult0.009944891
Profanity0.015249812
Threat0.0076507707
Severe Toxicity0.0014305115
Low Tox 0.023199737 Constructive 0.548 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Invasion...
I wonder how their getting their license
I wonder how their getting their license
Identity Attack0.004384246
Insult0.00971689
Profanity0.014464149
Threat0.008181547
Severe Toxicity0.0011253357
Low Tox 0.02308189 Low Con 0.29
Jan 27, 2026 Inside Canada's Indian Invasion...
I can get custard and chips for for 6.00 chips are more expensive now which isnt such a bad thing if you want a healthier population. Am still loyal to my canada 🇨🇦
I can get custard and chips for for 6.00 chips are more expensive now which isnt such a bad thing if you want a healthier population. Am still loyal to my canada 🇨🇦
Identity Attack0.005512681
Insult0.011236899
Profanity0.0118338885
Threat0.006543908
Severe Toxicity0.0010108948
Low Tox 0.022846194 Constructive 0.654 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing and benefits?
Identity Attack0.008324518
Insult0.00983089
Profanity0.009903891
Threat0.0065697995
Severe Toxicity0.0008916855
Low Tox 0.022728346 Moderate Con 0.349 Question
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Identity Attack0.0044582416
Insult0.011274899
Profanity0.015488927
Threat0.0073789097
Severe Toxicity0.0011301041
Low Tox 0.022728346 Constructive 0.503 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
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 …
I complain about getting waiting on CT scans and MRI scans appointments 4-5 weeks outs here in the USA. But 13 months for an appointment! That just makes no sense to live like that.
I complain about getting waiting on CT scans and MRI scans appointments 4-5 weeks outs here in the USA. But 13 months for an appointment! That just makes no sense to live like that.
Identity Attack0.002293867
Insult0.011274899
Profanity0.012482914
Threat0.006375613
Severe Toxicity0.00074386597
Low Tox 0.022610499 Constructive 0.6
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I don't get if, If you're already in Canada why would you want to move to the US ?
I don't get if, If you're already in Canada why would you want to move to the US ?
Identity Attack0.012641981
Insult0.009469888
Profanity0.010689554
Threat0.0062137907
Severe Toxicity0.000910759
Low Tox 0.022610499 Moderate Con 0.302 Question
Feb 5, 2026 Inside Canada's Indian Invasion...
Camera? They record themselves as proof ofnthe job getting done to get paid. Nothing new here.
Camera? They record themselves as proof ofnthe job getting done to get paid. Nothing new here.
Identity Attack0.0017758971
Insult0.011768902
Profanity0.010433359
Threat0.0067251488
Severe Toxicity0.0007915497
Low Tox 0.02249265 Low Con 0.185 Meta_Commentary
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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)
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...
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Officials getting 100k+ in salary. They are NOT SURE and confident in any data.
Officials getting 100k+ in salary. They are NOT SURE and confident in any data.
Identity Attack0.0019053896
Insult0.015036922
Profanity0.009604998
Threat0.005773635
Severe Toxicity0.0005197525
Low Tox 0.022021262 Low Con 0.171 Policy_Critique
Sep 27, 2025 119 likes IRCC Names India in Study …
he should have done the "will they get my order right" challenge at Singh Hortons
he should have done the "will they get my order right" challenge at Singh Hortons
Identity Attack0.0034777985
Insult0.00971689
Profanity0.013029462
Threat0.00866054
Severe Toxicity0.0011491776
Low Tox 0.021903414 Moderate Con 0.33 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I have been trying to get a job for 4 years now I can't
I have been trying to get a job for 4 years now I can't
Identity Attack0.0041992567
Insult0.008709883
Profanity0.015728042
Threat0.0077154995
Severe Toxicity0.0011587143
Low Tox 0.021903414 Constructive 0.502 Personal_Narrative
Aug 29, 2025 Why Canadians Are Turning Against …
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 …
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
Identity Attack0.004439743
Insult0.012262905
Profanity0.011201942
Threat0.0064727063
Severe Toxicity0.00077724457
Low Tox 0.021667719 Moderate Con 0.392 Unverified_Claim
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Portugal made it much more difficult to apply bcos of uncontrolled numbers ..... now new applications might get delayed ...?.
Portugal made it much more difficult to apply bcos of uncontrolled numbers ..... now new applications might get delayed ...?.
Identity Attack0.00673361
Insult0.010856897
Profanity0.0113215
Threat0.0065568537
Severe Toxicity0.0008535385
Low Tox 0.021667719 Moderate Con 0.364 Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
Identity Attack0.013144426
Insult0.009260887
Profanity0.010518758
Threat0.006051969
Severe Toxicity0.0008010864
Low Tox 0.021667719 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
Identity Attack0.0026453468
Insult0.010742896
Profanity0.010467518
Threat0.007145886
Severe Toxicity0.0008916855
Low Tox 0.021549871 Moderate Con 0.312
Nov 4, 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.