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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

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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

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Active: "Will there be a part …" 429 comments · Page 17 of 18
Looks like parts of Sydney Australia
Looks like parts of Sydney Australia
Identity Attack0.012240025
Insult0.00983089
Profanity0.015420608
Threat0.007573096
Severe Toxicity0.0015830994
Low Tox 0.023671126 Moderate Con 0.37 Comparative_Framing
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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...
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I assimilated to Canadian culture because this is where I live, my home, I want to be part of Canadian culture not too change it.
Identity Attack0.015455672
Insult0.00983089
Profanity0.011936366
Threat0.0064468146
Severe Toxicity0.0009393692
Low Tox 0.022021262 Constructive 0.777 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
WEF and all part of "the plan"...
WEF and all part of "the plan"...
Identity Attack0.0036812867
Insult0.0113509
Profanity0.012482914
Threat0.0067057298
Severe Toxicity0.0011396408
Low Tox 0.021903414 Low Con 0.185 Unverified_Claim
Jun 19, 2025 2 likes How Canada broke its immigration …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Epstein island part 2 when?
Epstein island part 2 when?
Identity Attack0.0036627878
Insult0.008633883
Profanity0.01402008
Threat0.00866054
Severe Toxicity0.001411438
Low Tox 0.020960633 Low Con 0.262 Meta_Commentary
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
They forced us out of the community in those parts of Canada... There are next to zero job opportunities nor housing left to buy...
They forced us out of the community in those parts of Canada... There are next to zero job opportunities nor housing left to buy...
Identity Attack0.00776955
Insult0.010286893
Profanity0.009596458
Threat0.006492125
Severe Toxicity0.00081539154
Low Tox 0.0201057 Moderate Con 0.411 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a bonus, to make sure they leave. Sometimes they extend their contract , but they do have to leave for for a month to get the money. Japan is making sure everybody is keeping their part of the deal. Why can't we have it here? Why TEMPORARY workers demand to stay?
Identity Attack0.00932346
Insult0.009336887
Profanity0.011201942
Threat0.006045496
Severe Toxicity0.0007581711
Low Tox 0.018849092 Constructive 0.726 Comparative_Framing
Feb 11, 2026 15 likes Canada's tighter immigration policy divides …
They allow it because it is a part of great replacement operation
They allow it because it is a part of great replacement operation
Identity Attack0.0038477771
Insult0.008405882
Profanity0.014805742
Threat0.007637825
Severe Toxicity0.0012207031
Low Tox 0.017969469 Low Con 0.228 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The part of all of that is the national school food program. No child should be hungry.
The part of all of that is the national school food program. No child should be hungry.
Identity Attack0.0030153254
Insult0.009108886
Profanity0.011031146
Threat0.0067251488
Severe Toxicity0.00079631805
Low Tox 0.017843807 Moderate Con 0.452
Jan 13, 2026 1 likes Canada’s new rules in 2026
So what happened? Where is part 2?
So what happened? Where is part 2?
Identity Attack0.0021551251
Insult0.007816878
Profanity0.013917602
Threat0.0073918556
Severe Toxicity0.0010442734
Low Tox 0.017215505 Moderate Con 0.307 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Is there a part 2 to this?
Is there a part 2 to this?
Identity Attack0.003644289
Insult0.007854878
Profanity0.016411226
Threat0.008738215
Severe Toxicity0.0014305115
Low Tox 0.017089844 Low Con 0.242 Question
Jan 28, 2026 40 likes Inside Canada's Indian Invasion...
It is part of the culture.
It is part of the culture.
Identity Attack0.0065486208
Insult0.007892879
Profanity0.01442999
Threat0.0073789097
Severe Toxicity0.0011777878
Low Tox 0.01633588 Moderate Con 0.304 Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
Thats not the only part of the problem. The native population also immigrated to other parts for better opportunities.
Thats not the only part of the problem. The native population also immigrated to other parts for better opportunities.
Identity Attack0.008102531
Insult0.007816878
Profanity0.011031146
Threat0.0062979385
Severe Toxicity0.00072956085
Low Tox 0.01633588 Moderate Con 0.454
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Is there a part 2???
Is there a part 2???
Identity Attack0.0032003147
Insult0.007360875
Profanity0.015864678
Threat0.008052089
Severe Toxicity0.0012779236
Low Tox 0.015581916 Low Con 0.26 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Will there be a part 2?
Will there be a part 2?
Identity Attack0.0032558115
Insult0.007303875
Profanity0.015147334
Threat0.008712323
Severe Toxicity0.0013542175
Low Tox 0.0154562555 Low Con 0.261 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
part 2?
part 2?
Identity Attack0.0027563404
Insult0.0074558756
Profanity0.015283971
Threat0.0082074385
Severe Toxicity0.0012874603
Low Tox 0.015142105 Moderate Con 0.368
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I work a full-time job and a part-time job. Never thought in my 40's I'd need 2 jobs to live. I slso don't own a vehicle.
I work a full-time job and a part-time job. Never thought in my 40's I'd need 2 jobs to live. I slso don't own a vehicle.
Identity Attack0.0017481487
Insult0.008595883
Profanity0.013029462
Threat0.006420923
Severe Toxicity0.0007867813
Low Tox 0.014765122 Constructive 0.613
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Before French and English colonization, First Nations people spoke hundreds of distinct, diverse Indigenous languages from numerous families like Algonquian (Cree, Anishinaabemowin), Athabaskan/Na-Dené (Dene, Tlingit), Iroquoian (Haudenosaunee/Iroquois), Siouan, and Salish, among others, forming complex linguistic …
Before French and English colonization, First Nations people spoke hundreds of distinct, diverse Indigenous languages from numerous families like Algonquian (Cree, Anishinaabemowin), Athabaskan/Na-Dené (Dene, Tlingit), Iroquoian (Haudenosaunee/Iroquois), Siouan, and Salish, among others, forming complex linguistic landscapes across North America, with major families like Algonquian and Na-Dené covering vast territories.  Key Language Families & Examples: Algonquian: Spoken across eastern and central North America, including Cree (Nēhiyawēwin), Ojibway (Anishinaabemowin), Blackfoot (Siksiká), and Montagnais (Innu). Athabaskan (Na-Dené): Found in the northwest and parts of the plains, encompassing languages like Dene (Dënesųłiné), Tłı‌chǫ, and Tlingit. Iroquoian: Spoken by peoples like the Haudenosaunee (Mohawk, Oneida, Seneca, etc.) and Wendat (Huron) in the Northeast. Siouan: Languages like Nakoda (Stoney) in the Plains region. Pacific Coast Languages: A huge diversity, including Salish, Tsimshian, Wakashan, and Haida.
Identity Attack0.011617327
Insult0.010666896
Profanity0.018187506
Threat0.00866054
Severe Toxicity0.0017929077
Low Tox 0.014765122 Constructive 0.595 Meta_Commentary
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Part 2?
Part 2?
Identity Attack0.0026638457
Insult0.007123374
Profanity0.014839902
Threat0.008090926
Severe Toxicity0.0012159348
Low Tox 0.013697007 Moderate Con 0.369
Jan 27, 2026 Inside Canada's Indian Invasion...
Part 2?
Part 2?
Identity Attack0.0026638457
Insult0.007123374
Profanity0.014839902
Threat0.008090926
Severe Toxicity0.0012159348
Low Tox 0.013697007 Moderate Con 0.369
Jan 27, 2026 Inside Canada's Indian Invasion...
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 think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as what's best for Canada.
Identity Attack0.0054756827
Insult0.0072278744
Profanity0.009340264
Threat0.0062008454
Severe Toxicity0.0006079674
Low Tox 0.010618322 Constructive 0.661
Dec 24, 2025 Deportations From Canada at Their …
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
Identity Attack0.0027933381
Insult0.007341875
Profanity0.0113385795
Threat0.0068869707
Severe Toxicity0.0008249283
Low Tox 0.01005285 Constructive 0.605
Oct 24, 2025 1 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.