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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: "How they are going to …" 2,613 comments · Page 97 of 105
Im from Ottawa. Il go to Banff instead!😊
Im from Ottawa. Il go to Banff instead!😊
Identity Attack0.0005463613
Insult0.0039494396
Profanity0.00013929165
Threat0.00035651473
Severe Toxicity0.000002703793
Low Tox 0.012395752
Dec 8, 2025
I'm going to start a daycare in Canada.
I'm going to start a daycare in Canada.
Identity Attack0.0044582416
Insult0.0071043735
Profanity0.011082385
Threat0.0072235605
Severe Toxicity0.0010585785
Low Tox 0.012314741 Moderate Con 0.468 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m never going back there now. They can make visiting as unpleasant as they wish.👍
I’m never going back there now. They can make visiting as unpleasant as they wish.👍
Identity Attack0.00047645957
Insult0.0060833176
Profanity0.00008352033
Threat0.00015243512
Severe Toxicity0.0000025722316
Low Tox 0.01230806
Dec 12, 2025
I thought this was going to be about sunny Surrey BC.
I thought this was going to be about sunny Surrey BC.
Identity Attack0.00414376
Insult0.007607877
Profanity0.012073003
Threat0.006861079
Severe Toxicity0.0008916855
Low Tox 0.012000589 Moderate Con 0.353
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The question is who is going to pay for the pension, education and health system if there is less workers???
The question is who is going to pay for the pension, education and health system if there is less workers???
Identity Attack0.00258985
Insult0.007341875
Profanity0.009869732
Threat0.0064532873
Severe Toxicity0.0006723404
Low Tox 0.011749268 Low Con 0.272 Question
Jan 20, 2026 3 likes Why Canada’s immigration system has …
You go Quebec your doing the right thing 👏 i wish all of canada 🇨🇦 would do this
You go Quebec your doing the right thing 👏 i wish all of canada 🇨🇦 would do this
Identity Attack0.0040327664
Insult0.0072658747
Profanity0.011389818
Threat0.007547205
Severe Toxicity0.001039505
Low Tox 0.011686437 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
I also want to add that municipal taxes are going up 7 to 8% a year because municipalities are building homeless shelter and it costs 40,000 a month to house one person in a homeless …
I also want to add that municipal taxes are going up 7 to 8% a year because municipalities are building homeless shelter and it costs 40,000 a month to house one person in a homeless shelter!
Identity Attack0.0022568693
Insult0.008443882
Profanity0.009348803
Threat0.005964585
Severe Toxicity0.0005674362
Low Tox 0.011560776 Constructive 0.652 Economic_Argument
Feb 16, 2026 Canada's tighter immigration policy divides …
I will take the citizenship test this July, 2025. These questions are really helpful, I feel confident that I am going to pass.
I will take the citizenship test this July, 2025. These questions are really helpful, I feel confident that I am going to pass.
Identity Attack0.003385304
Insult0.006961873
Profanity0.011526455
Threat0.007365964
Severe Toxicity0.0008535385
Low Tox 0.011497946 Constructive 0.547 Meta_Commentary
Jul 17, 2025 3 likes Canadian Citizenship Test 2025 – …
Its easy, just don't go south or go deep south, mexico.
Its easy, just don't go south or go deep south, mexico.
Identity Attack0.03595336
Insult0.00087304105
Profanity0.00006934095
Threat0.00033736424
Severe Toxicity0.000005756687
Low Tox 0.011341143 Humor_Satire
Dec 9, 2025
About time. Go, Carney, go !!!
About time. Go, Carney, go !!!
Identity Attack0.0012301788
Insult0.008367881
Profanity0.010535837
Threat0.0067834044
Severe Toxicity0.00074863434
Low Tox 0.011246625 Moderate Con 0.324
Dec 26, 2025 Deportations From Canada at Their …
Even in the small town of Emerson we have them renting apartments then going to the states
Even in the small town of Emerson we have them renting apartments then going to the states
Identity Attack0.0037182847
Insult0.007797878
Profanity0.010792031
Threat0.006220264
Severe Toxicity0.00064373016
Low Tox 0.011183795 Moderate Con 0.314 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
Identity Attack0.0023216156
Insult0.007303875
Profanity0.012004685
Threat0.0067834044
Severe Toxicity0.000834465
Low Tox 0.010806813 Constructive 0.59 Personal_Narrative
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Identity Attack0.0030153254
Insult0.007987879
Profanity0.009493981
Threat0.0065050707
Severe Toxicity0.0006198883
Low Tox 0.010806813 Low Con 0.282 Call_To_Action
Feb 21, 2026 2.9 million Canadian temporary visas …
Go to the Drivetest in Brampton and see who the Driving Instructors are.
Go to the Drivetest in Brampton and see who the Driving Instructors are.
Identity Attack0.001933138
Insult0.00821588
Profanity0.009519599
Threat0.006375613
Severe Toxicity0.0005507469
Low Tox 0.010492661 Moderate Con 0.358 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I find it mind blowing that any Canadian would want to go there. Stay in Canada and support our businesses or book a flight to another country.
I find it mind blowing that any Canadian would want to go there. Stay in Canada and support our businesses or book a flight to another country.
Identity Attack0.0043716766
Insult0.002175583
Profanity0.00008987684
Threat0.0003925044
Severe Toxicity0.0000046246582
Low Tox 0.010202846
Dec 11, 2025
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years Know you asking questions for last four years
Identity Attack0.0017111509
Insult0.007778878
Profanity0.009579378
Threat0.005877201
Severe Toxicity0.00044345856
Low Tox 0.01005285 Low Con 0.275
Sep 28, 2025 2 likes IRCC Names India in Study …
Way to go Canada🎉❤ .. united than EVER!!!
Way to go Canada🎉❤ .. united than EVER!!!
Identity Attack0.0038292783
Insult0.0072658747
Profanity0.010535837
Threat0.006420923
Severe Toxicity0.0008010864
Low Tox 0.009801528 Moderate Con 0.422 Solidarity
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
Go to Vanier ottawa
Go to Vanier ottawa
Identity Attack0.0023863618
Insult0.0077028773
Profanity0.010979908
Threat0.0065697995
Severe Toxicity0.00081062317
Low Tox 0.009424546 Low Con 0.225 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are Canadians going to the states ???
Why are Canadians going to the states ???
Identity Attack0.00982094
Insult0.0014481602
Profanity0.00006371037
Threat0.00016777044
Severe Toxicity0.0000036744623
Low Tox 0.009420502
Dec 8, 2025 8 likes
Thank you Tyler, for taking us to so many places we would/could never go! Excellent journalism, your bravery is admirable!
Thank you Tyler, for taking us to so many places we would/could never go! Excellent journalism, your bravery is admirable!
Identity Attack0.0012209293
Insult0.007835878
Profanity0.009289024
Threat0.0060908063
Severe Toxicity0.00042915344
Low Tox 0.009047564 Constructive 0.554 Solidarity
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Keep up with the great work Tyler! Thank you for this original docu that reflects a prominent social issue going on in the country.
Keep up with the great work Tyler! Thank you for this original docu that reflects a prominent social issue going on in the country.
Identity Attack0.0017758971
Insult0.0076268767
Profanity0.008853494
Threat0.005893383
Severe Toxicity0.00042438507
Low Tox 0.008859074 Constructive 0.572
Jan 27, 2026 Inside Canada's Indian Invasion...
Many many thanks to the creator of this video. I thought taking the Toronto reference library classes and just reading the book was enough. But I learnt so much so quickly from watching this video …
Many many thanks to the creator of this video. I thought taking the Toronto reference library classes and just reading the book was enough. But I learnt so much so quickly from watching this video 3-5 times. Passed the test - 20/20 in one go, i knew more than I thought I did. Whoever made this has all my gratitude.
Identity Attack0.0023031165
Insult0.007360875
Profanity0.011014067
Threat0.0066668927
Severe Toxicity0.0006866455
Low Tox 0.008733413 Constructive 0.705 Meta_Commentary
Jan 16, 2026 4 likes Canadian Citizenship Test 2025 – …
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Identity Attack0.0013781702
Insult0.006885872
Profanity0.009733095
Threat0.0059904763
Severe Toxicity0.00044584274
Low Tox 0.008293601 Moderate Con 0.464 Economic_Argument
Jan 19, 2026 14 likes Why Canada’s immigration system has …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …

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.