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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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Search comment text, filter by category or toxicity level
Active: "Just a few days more …" 493 comments · Page 20 of 20
I hear $224 per day for 2024.
I hear $224 per day for 2024.
Identity Attack0.0034592997
Insult0.007911879
Profanity0.011970525
Threat0.0074954215
Severe Toxicity0.0011348724
Low Tox 0.0137598375 Low Con 0.263
Nov 16, 2024 2 likes How much do refugees and …
Even if CBSA check Three racing cars, 3 tim Hortons and 3 public transport buses a day they could have found at least 15 people without status in Canada
Even if CBSA check Three racing cars, 3 tim Hortons and 3 public transport buses a day they could have found at least 15 people without status in Canada
Identity Attack0.0040512653
Insult0.008766884
Profanity0.008862034
Threat0.0060908063
Severe Toxicity0.00057935715
Low Tox 0.013382856 Moderate Con 0.395
Sep 27, 2025 20 likes IRCC Names India in Study …
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
I see every day not 100 dollar no we talk about 100 .of thousand of dollar no tax
Identity Attack0.0015169121
Insult0.008025879
Profanity0.01041628
Threat0.0060908063
Severe Toxicity0.00061511993
Low Tox 0.012000589 Moderate Con 0.367
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
For context with looking for jobs, when I post a position for part time work, I'll have hundreds of applications within a day...... So sifting for good applicants is difficult.
For context with looking for jobs, when I post a position for part time work, I'll have hundreds of applications within a day...... So sifting for good applicants is difficult.
Identity Attack0.0017019014
Insult0.007778878
Profanity0.010125926
Threat0.0061296434
Severe Toxicity0.00046014786
Low Tox 0.010743983 Constructive 0.586
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I had an MRI 3 days after my doctor's appointment.
I had an MRI 3 days after my doctor's appointment.
Identity Attack0.0021366263
Insult0.00650587
Profanity0.010723713
Threat0.0070034824
Severe Toxicity0.0007534027
Low Tox 0.010681152 Moderate Con 0.468
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I passed my citizenship test today. 20/20. I spent two days studying the questions until I could complete all the questions.
I passed my citizenship test today. 20/20. I spent two days studying the questions until I could complete all the questions.
Identity Attack0.0029783275
Insult0.006676871
Profanity0.011201942
Threat0.006757513
Severe Toxicity0.0006866455
Low Tox 0.010115679 Moderate Con 0.476
Dec 20, 2025 3 likes Canadian Citizenship Test 2025 – …
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love …
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love to see a bill breakdown. "$9 for insurance" That is a bill... "I work 8 and a half hours a day" So... That means you work 42 hours a week.
Identity Attack0.0019146391
Insult0.006999873
Profanity0.010604155
Threat0.005971058
Severe Toxicity0.00053167343
Low Tox 0.008482091 Constructive 0.708 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Why go there. In this day of age. With what’s going on over there. Over the years. It’s a mess
Why go there. In this day of age. With what’s going on over there. Over the years. It’s a mess
Identity Attack0.00015537774
Insult0.0020847507
Profanity0.00016495452
Threat0.00006489256
Severe Toxicity0.0000027788956
Low Tox 0.0042628814 Fear_Threat
Dec 8, 2025
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Identity Attack0.0016115292
Insult0.00043137398
Profanity0.000034192366
Threat0.000101398095
Severe Toxicity0.0000031271707
Low Tox 0.0022595462
Dec 9, 2025
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year …
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year old and it gets easier every day
Identity Attack0.0011316916
Insult0.00044865208
Profanity0.000037697006
Threat0.00007197905
Severe Toxicity0.000002872
Low Tox 0.0019692604
Dec 8, 2025
Don't go for more than 30 days then. We cant afford it anyways. Lol. The canadian dollar is so weak.
Don't go for more than 30 days then. We cant afford it anyways. Lol. The canadian dollar is so weak.
Identity Attack0.00012326792
Insult0.0006404131
Profanity0.00003436418
Threat0.000027138236
Severe Toxicity0.0000017249787
Low Tox 0.0012921472
Dec 8, 2025
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
Identity Attack0.00056100055
Insult0.00028769244
Profanity0.000027686254
Threat0.00004442632
Severe Toxicity0.000002506385
Low Tox 0.0011611638 Question
Dec 10, 2025
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and …
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and they told me to shut off the t v
Identity Attack0.000078428246
Insult0.00030842802
Profanity0.000032065822
Threat0.00007475557
Severe Toxicity0.0000023035361
Low Tox 0.0009950195
Dec 11, 2025
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way …
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way for many years. Really nothing really new here. Just enforcing the law that has been in place since 1996. Known as the 96 Act of the INA. I am a retired INS Inspector and spent 17 years on the San Diego/Tijuana land border crossing. I put my entry stamp on thousands of I-94's.
Identity Attack0.00074456655
Insult0.00022661212
Profanity0.00003744463
Threat0.00004035115
Severe Toxicity0.0000029890857
Low Tox 0.00093714095 Personal_Narrative
Dec 10, 2025 4 likes
Anytime I go it's for a couple weeks max, so no big deal. Trump isn't requiring anything that wasn't required for any other country visiting for more than 30 days or more.
Anytime I go it's for a couple weeks max, so no big deal. Trump isn't requiring anything that wasn't required for any other country visiting for more than 30 days or more.
Identity Attack0.00006602047
Insult0.00037631864
Profanity0.00002430585
Threat0.000021382153
Severe Toxicity0.0000019071622
Low Tox 0.00076238293
Dec 8, 2025 10 likes
This is because the Canadian government fails to attract business migrations like they did in the old days some 40 plus years ago when I migrated to Canada from abroad as a entreprenuer.
This is because the Canadian government fails to attract business migrations like they did in the old days some 40 plus years ago when I migrated to Canada from abroad as a entreprenuer.
Identity Attack0.00009930971
Insult0.0001853153
Profanity0.000019003983
Threat0.000021120719
Severe Toxicity0.0000021212109
Low Tox 0.00048013427 Personal_Narrative
Apr 15, 2025 8 likes
We visit the USA all the time.. its really not as bad as it sounds.. if your under 30 day vacationing its a breeze still.
We visit the USA all the time.. its really not as bad as it sounds.. if your under 30 day vacationing its a breeze still.
Identity Attack0.00006231277
Insult0.00013964926
Profanity0.000019498235
Threat0.000021856373
Severe Toxicity0.000002441512
Low Tox 0.00032973185
Dec 8, 2025 1 likes
Yeah - cancel them all, 2022 onwards!!! Charity begins at home. Let's fix our problems here first, they can come another day.
Yeah - cancel them all, 2022 onwards!!! Charity begins at home. Let's fix our problems here first, they can come another day.
Identity Attack0.00005478228
Insult0.00011661281
Profanity0.000018180668
Threat0.00003076383
Severe Toxicity0.0000028672603
Low Tox 0.00029644254 Policy_Critique
Apr 14, 2025 39 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.