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: "I am waiting for the …" 300 comments · Page 11 of 12
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist to see me decided that I needed an MRI and I finally have a surgery for a torn medial meniscus. When I finally get the surgery I will have been off of work for a year with no compensation or treatment! A symptom of an overwhelmed population boom!
Identity Attack0.003089321
Insult0.015340924
Profanity0.011646013
Threat0.0070164283
Severe Toxicity0.0011062622
Low Tox 0.031213367 Constructive 0.672 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans are waiting over a year for every application they make for services. Somebody has their priorities mixed up. And why aren't we prosecuting people who cross the border illegally? If I did it, I would be charged.
Identity Attack0.01139534
Insult0.013592913
Profanity0.010074687
Threat0.0071199946
Severe Toxicity0.0010061264
Low Tox 0.030859824 Constructive 0.668
Oct 12, 2018 15 likes How much do refugees and …
Just wait til they strip your Cdn pension.
Just wait til they strip your Cdn pension.
Identity Attack0.0023031165
Insult0.012110904
Profanity0.012346277
Threat0.009204263
Severe Toxicity0.0009918213
Low Tox 0.030270588 Low Con 0.268 Fear_Threat
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Still waiting how we go outside
Still waiting how we go outside
Identity Attack0.004384246
Insult0.010590895
Profanity0.017094411
Threat0.009463178
Severe Toxicity0.0016117096
Low Tox 0.02968135 Moderate Con 0.359 Question
Feb 21, 2026 Canadian immigration officers investigating hundreds …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this to be PERMANENT, nobody does such an investment to COME BACK to my country... Interesting.
Identity Attack0.0073255757
Insult0.012414906
Profanity0.011663092
Threat0.0059548756
Severe Toxicity0.00092983246
Low Tox 0.029445656 Moderate Con 0.434 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
ive been waiting for this one
ive been waiting for this one
Identity Attack0.005956655
Insult0.010210892
Profanity0.02119352
Threat0.009955117
Severe Toxicity0.0020599365
Low Tox 0.028974265 Moderate Con 0.383 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Taylor, I've been waiting for the video in Columbus😭😭
Taylor, I've been waiting for the video in Columbus😭😭
Identity Attack0.006437627
Insult0.010210892
Profanity0.021876704
Threat0.009955117
Severe Toxicity0.0025749207
Low Tox 0.028974265 Moderate Con 0.487 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can't wait for Asmonbald to watch this! Let's gooo!
Can't wait for Asmonbald to watch this! Let's gooo!
Identity Attack0.0045322375
Insult0.011008898
Profanity0.01846078
Threat0.010239923
Severe Toxicity0.002002716
Low Tox 0.02873857 Moderate Con 0.341 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years apply for Citizenship, which makes it easier to bring their parents into Canada. Those parents apply for PR, then wait 3 years, after which they can also apply for Citizenship. If they are 55+ years old, they don't need to take the test or prove they can speak the English. They just apply and get become Citizens. All of this while enjoying the benefits of a Socialized Healthcare, Old Age Pension after 65+, Canada Child Benefit paid to parents with kids under 18, and more. This is not a sustainable economic model, we WILL run out of money. Technically we already have 😂
Identity Attack0.00984143
Insult0.014124917
Profanity0.01265371
Threat0.0065115434
Severe Toxicity0.0011348724
Low Tox 0.028149333 Constructive 0.612 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Identity Attack0.0073255757
Insult0.014352918
Profanity0.009920971
Threat0.0063108844
Severe Toxicity0.0009536743
Low Tox 0.028031485 Moderate Con 0.476 Policy_Critique
Feb 24, 2026 9 likes 'We do know that there's …
Thank you bro been waiting on you to upload
Thank you bro been waiting on you to upload
Identity Attack0.0074365693
Insult0.010590895
Profanity0.021330157
Threat0.011275585
Severe Toxicity0.0023460388
Low Tox 0.027677942 Moderate Con 0.439
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Identity Attack0.0029968263
Insult0.010362893
Profanity0.013302735
Threat0.008077981
Severe Toxicity0.0013160706
Low Tox 0.027206551 Moderate Con 0.427 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
That means they will only allow activists, anyone else needs to wait.🤔
That means they will only allow activists, anyone else needs to wait.🤔
Identity Attack0.0054756827
Insult0.0114649
Profanity0.011031146
Threat0.007689608
Severe Toxicity0.00093460083
Low Tox 0.026499467 Low Con 0.214
Jan 4, 2026 1 likes New rules, regulations take effect …
Thanks for sharing this video! Got 18/20 today..May 24,2025 waiting for official result
Thanks for sharing this video! Got 18/20 today..May 24,2025 waiting for official result
Identity Attack0.0071405866
Insult0.009070885
Profanity0.019143965
Threat0.010757755
Severe Toxicity0.0025558472
Low Tox 0.026499467 Moderate Con 0.49
May 25, 2025 4 likes Canadian Citizenship Test 2025 – …
They all will get a pr wait and watch
They all will get a pr wait and watch
Identity Attack0.004402745
Insult0.010172892
Profanity0.018392462
Threat0.009722093
Severe Toxicity0.0016498566
Low Tox 0.026263772 Low Con 0.173 Question
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Finally I was waiting for this
Finally I was waiting for this
Identity Attack0.0052166977
Insult0.009450888
Profanity0.020168742
Threat0.0100069
Severe Toxicity0.0021648407
Low Tox 0.025792383 Moderate Con 0.433 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people are not a priority. For that there are shelters, which are not homes, at all.
Identity Attack0.010729378
Insult0.013174911
Profanity0.00948544
Threat0.0060325502
Severe Toxicity0.0008201599
Low Tox 0.024967449 Constructive 0.559 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Broooooooooo I’ve been waiting for this for years!!! Not even from Canada and I’ve been yearning for this coverage
Broooooooooo I’ve been waiting for this for years!!! Not even from Canada and I’ve been yearning for this coverage
Identity Attack0.007880543
Insult0.00979289
Profanity0.014122557
Threat0.0067834044
Severe Toxicity0.0011968613
Low Tox 0.023906821 Moderate Con 0.496 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’ve been waiting for this video 🙏
I’ve been waiting for this video 🙏
Identity Attack0.006289636
Insult0.0092228865
Profanity0.019280603
Threat0.010447056
Severe Toxicity0.002632141
Low Tox 0.023553278 Moderate Con 0.447 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Canada has become what it is today thanks in no small part to its former prime minister! Keep it up, Innada is waiting for you!
Canada has become what it is today thanks in no small part to its former prime minister! Keep it up, Innada is waiting for you!
Identity Attack0.0053276913
Insult0.013744914
Profanity0.009622077
Threat0.0066151097
Severe Toxicity0.00091552734
Low Tox 0.02343543 Moderate Con 0.47 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Wait until you hear about Surrey BC😅
Wait until you hear about Surrey BC😅
Identity Attack0.00258985
Insult0.0118069025
Profanity0.015283971
Threat0.007547205
Severe Toxicity0.001373291
Low Tox 0.022728346 Low Con 0.236
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Finally! I've been waiting on this one.
Finally! I've been waiting on this one.
Identity Attack0.0045692353
Insult0.009336887
Profanity0.017845914
Threat0.009437286
Severe Toxicity0.001707077
Low Tox 0.022374803 Moderate Con 0.402 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Big Thanks to the author. I listened this video one time and wrote down the incorrect answered questions. Passed the exam with 19/20 score. But I am still waiting for the official confirmation. I had …
Big Thanks to the author. I listened this video one time and wrote down the incorrect answered questions. Passed the exam with 19/20 score. But I am still waiting for the official confirmation. I had an incoming call during the test though I didn't answer it.
Identity Attack0.005105704
Insult0.0107048955
Profanity0.015420608
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.022256956 Constructive 0.687
Jun 23, 2025 5 likes Canadian Citizenship Test 2025 – …

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.