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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: "Sir do you while we …" 50 comments · Page 2 of 2
Sir, a second Tyler Oliveira video has hit the algo.
Sir, a second Tyler Oliveira video has hit the algo.
Identity Attack0.0074365693
Insult0.01625293
Profanity0.031391226
Threat0.030278467
Severe Toxicity0.003452301
Low Tox 0.083999306 Low Con 0.24 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for another freedom to take. And that doesn't take into account those who served and those who spent time in prisoner of war camp. Thankyou sir for valuing and embracing your new country.
Identity Attack0.016360072
Insult0.022770792
Profanity0.011219022
Threat0.0071199946
Severe Toxicity0.0014209747
Low Tox 0.054531995 Constructive 0.791
Aug 25, 2025 19 likes Why Canadians Are Turning Against …
Well sir, You can put your finger on the way Indian people do their stuff (Tradition /culture ) but you can never finger out and say they are not patriotic. When it comes to protecting …
Well sir, You can put your finger on the way Indian people do their stuff (Tradition /culture ) but you can never finger out and say they are not patriotic. When it comes to protecting what they love they will be first one on line of defence, Mark my word. We Respect every Countries constitution, and we are hard workers that's why we prosper. Law and Love that's what country's build on. Have a great day.
Identity Attack0.034816213
Insult0.018838953
Profanity0.014156717
Threat0.0071070488
Severe Toxicity0.0016498566
Low Tox 0.054284602 Constructive 0.758 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
PLEASE, SIR, DO NOT REDEEM THE CARD
PLEASE, SIR, DO NOT REDEEM THE CARD
Identity Attack0.00569767
Insult0.013364912
Profanity0.017709278
Threat0.009256045
Severe Toxicity0.0020599365
Low Tox 0.049089402 Low Con 0.188 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi sir I'm a Rohingya Refugee from Myanmar live in Thailand and I want to live in Canada please anybody help me +66913851315
Hi sir I'm a Rohingya Refugee from Myanmar live in Thailand and I want to live in Canada please anybody help me +66913851315
Identity Attack0.030691283
Insult0.012718908
Profanity0.020168742
Threat0.009851551
Severe Toxicity0.0026893616
Low Tox 0.04166769 Constructive 0.585
Jul 24, 2018 2 likes How much do refugees and …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t pass the IELTS (English proficiency test) entered the country on visitor visas or through spousal sponsorships—some of which were questionable or fraudulent. During that time, the government was converting visitor visas into work permits with little to no scrutiny. Background checks and rejections were rare. Meanwhile, colleges rapidly expanded their intake capacity—understandably so, since international students pay three to four times more in tuition. At the same time, due to inflationary pressures, the government allowed international students to work 40 hours per week instead of the previous 20-hour limit. This created a new, ready-to-work labor force in just a year or two, heavily impacting the retail sector. As a result, a large portion of retail jobs shifted toward a single ethnic group, while many Canadian citizens found themselves sidelined. One key factor was flexibility. Many immigrant communities—particularly Indian—were more willing to accept irregular hours and last-minute shifts, often adopting a more compliant, “yes sir” attitude that employers found appealing. However, I’m already beginning to notice changes in the retail landscape, likely due to the government finally tightening immigration rules. Going forward, we don’t need to close our doors—but we do need smarter immigration policies, with proper checks and balances, to ensure fairness and sustainability for everyone.
Identity Attack0.010211408
Insult0.020772645
Profanity0.012961143
Threat0.006757513
Severe Toxicity0.0012016296
Low Tox 0.03828422 Constructive 0.779
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Do not redeem sir...
Do not redeem sir...
Identity Attack0.0030338243
Insult0.015036922
Profanity0.01354185
Threat0.008129764
Severe Toxicity0.0011968613
Low Tox 0.037105743 Moderate Con 0.367 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
19:00. Thank you sir for becoming a Canadian while still keeping your love of your own culture. You sir are a true Canadian. I agree with what you say and feel the exact same way.
19:00. Thank you sir for becoming a Canadian while still keeping your love of your own culture. You sir are a true Canadian. I agree with what you say and feel the exact same way.
Identity Attack0.019173764
Insult0.014580919
Profanity0.009750174
Threat0.0059613483
Severe Toxicity0.0011348724
Low Tox 0.034748793 Constructive 0.761 Solidarity
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Ty sir for this video it needs to be said
Ty sir for this video it needs to be said
Identity Attack0.006881601
Insult0.010666896
Profanity0.022901481
Threat0.010809537
Severe Toxicity0.0032424927
Low Tox 0.03192045 Moderate Con 0.361 Solidarity
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Youve earned my subscription Sir , thankyou for this video
Youve earned my subscription Sir , thankyou for this video
Identity Attack0.009619443
Insult0.011236899
Profanity0.024609445
Threat0.011638066
Severe Toxicity0.0030899048
Low Tox 0.030034892 Moderate Con 0.477
Aug 27, 2025 Why Canadians Are Turning Against …
The sikh man talked the right thing,, respect sir
The sikh man talked the right thing,, respect sir
Identity Attack0.015254694
Insult0.011084898
Profanity0.018392462
Threat0.009204263
Severe Toxicity0.002155304
Low Tox 0.027677942 Moderate Con 0.469 Solidarity
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Identity Attack0.004606233
Insult0.013820915
Profanity0.015864678
Threat0.0075083673
Severe Toxicity0.0015830994
Low Tox 0.027677942 Low Con 0.278 Humor_Satire
Feb 14, 2026 3 likes Inside Canada's Indian Invasion...
Hello Sir i am From Microsoft 🤡
Hello Sir i am From Microsoft 🤡
Identity Attack0.009989422
Insult0.012376905
Profanity0.022696527
Threat0.008764107
Severe Toxicity0.0021362305
Low Tox 0.027677942 Moderate Con 0.344 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Well put. Excellent video. Thank you sir.
Well put. Excellent video. Thank you sir.
Identity Attack0.0068446035
Insult0.009564889
Profanity0.021056883
Threat0.010913103
Severe Toxicity0.0027275085
Low Tox 0.02308189 Moderate Con 0.401
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
2:08 totally agree sir
2:08 totally agree sir
Identity Attack0.005512681
Insult0.008899884
Profanity0.01764096
Threat0.008738215
Severe Toxicity0.001964569
Low Tox 0.021667719 Moderate Con 0.405 Meta_Commentary
Mar 2, 2026 Inside Canada's Indian Invasion...
Agrre sir you rithg
Agrre sir you rithg
Identity Attack0.004421244
Insult0.010932897
Profanity0.017572641
Threat0.0074436385
Severe Toxicity0.0013065338
Low Tox 0.019477395 Moderate Con 0.37
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
Identity Attack0.0021366263
Insult0.010058892
Profanity0.010535837
Threat0.0065050707
Severe Toxicity0.0006341934
Low Tox 0.015393426 Constructive 0.636 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Identity Attack0.008546505
Insult0.007873878
Profanity0.011116544
Threat0.006330303
Severe Toxicity0.00086307526
Low Tox 0.014513801 Constructive 0.74 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
THANK YOU SIR!!!
THANK YOU SIR!!!
Identity Attack0.00310782
Insult0.0077598775
Profanity0.014669105
Threat0.007819066
Severe Toxicity0.0015258789
Low Tox 0.012754552 Moderate Con 0.397
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thank you for this Sir
Thank you for this Sir
Identity Attack0.0034777985
Insult0.0077028773
Profanity0.0147374235
Threat0.008129764
Severe Toxicity0.0013256073
Low Tox 0.011874928 Moderate Con 0.401
Nov 21, 2025 1 likes Why Canadians Are Turning Against …
Thank you sir, you are absolutely right.
Thank you sir, you are absolutely right.
Identity Attack0.003311308
Insult0.0072088744
Profanity0.013063621
Threat0.007521313
Severe Toxicity0.0010728836
Low Tox 0.010806813 Moderate Con 0.449 Meta_Commentary
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
I agree with you Sir.
I agree with you Sir.
Identity Attack0.002885833
Insult0.0068668723
Profanity0.012482914
Threat0.007081157
Severe Toxicity0.0008535385
Low Tox 0.008984734 Constructive 0.533
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Well done Sir - thank you for all your work!
Well done Sir - thank you for all your work!
Identity Attack0.0021088778
Insult0.006819372
Profanity0.01174849
Threat0.0071588317
Severe Toxicity0.0008678436
Low Tox 0.007790958 Moderate Con 0.452 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
Berry Berry dank you kind Sir
Berry Berry dank you kind Sir
Identity Attack0.0017666477
Insult0.0070758737
Profanity0.01265371
Threat0.0064468146
Severe Toxicity0.0010204315
Low Tox 0.0074453913 Moderate Con 0.419
Jan 27, 2026 Inside Canada's Indian Invasion...
Good Information, sir
Good Information, sir
Identity Attack0.000045561806
Insult0.00014372302
Profanity0.000017673929
Threat0.000018526944
Severe Toxicity0.000002518999
Low Tox 0.00030159354 Meta_Commentary
May 10, 2025 1 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.