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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: "But will you call an …" 741 comments · Page 30 of 30
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 – …
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 …
NO OFFICIAL HAVE FACTS AVAILABLE WHEN CALLED INTO A MEETING! REALLY?
NO OFFICIAL HAVE FACTS AVAILABLE WHEN CALLED INTO A MEETING! REALLY?
Identity Attack0.00155391
Insult0.0103248935
Profanity0.010262563
Threat0.005922511
Severe Toxicity0.0005578995
Low Tox 0.017843807 Low Con 0.159
Sep 29, 2025 IRCC Names India in Study …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A MONTH FOR CALL LIST A PROVINCE HAS AVERAGE 20000 ON FORCE EACH MAKING BETWEEN 70K TO 140K EACK A YEARLY! THIS IS A BUSINESS AND BUSINESS IS GOOD 👍
Identity Attack0.0021458757
Insult0.009203887
Profanity0.010433359
Threat0.006647474
Severe Toxicity0.001001358
Low Tox 0.017089844 Moderate Con 0.428 Economic_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They should call it LPC-app
They should call it LPC-app
Identity Attack0.0036627878
Insult0.008519882
Profanity0.014259194
Threat0.00780612
Severe Toxicity0.001206398
Low Tox 0.015330595 Low Con 0.239 Humor_Satire
Nov 20, 2025 1 likes Thousands of refugees allowed into …
It’s called the great replacement.
It’s called the great replacement.
Identity Attack0.0025713511
Insult0.008310881
Profanity0.012004685
Threat0.0072753434
Severe Toxicity0.0009059906
Low Tox 0.015016444 Low Con 0.171 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Wonder how many call centers are there
Wonder how many call centers are there
Identity Attack0.0036627878
Insult0.0075888764
Profanity0.013131939
Threat0.0070164283
Severe Toxicity0.00093460083
Low Tox 0.013634177 Low Con 0.274
Jan 27, 2026 171 likes Inside Canada's Indian Invasion...
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Identity Attack0.0058678384
Insult0.0021849244
Profanity0.00007391613
Threat0.00023666167
Severe Toxicity0.000004027586
Low Tox 0.011741031 Unverified_Claim
Dec 10, 2025
It's called TEMPORARY for a reason.
It's called TEMPORARY for a reason.
Identity Attack0.0018961402
Insult0.0074178753
Profanity0.011082385
Threat0.0066151097
Severe Toxicity0.0006723404
Low Tox 0.011246625 Low Con 0.199 Policy_Critique
Jan 15, 2026 119 likes 2.9 million Canadian temporary visas …
Thank you for calling Apple tech support
Thank you for calling Apple tech support
Identity Attack0.003903274
Insult0.0076268767
Profanity0.013473531
Threat0.007417747
Severe Toxicity0.0011301041
Low Tox 0.0109324735 Moderate Con 0.428 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
And you wonder why housing is so expensive... Its called supply and demand
And you wonder why housing is so expensive... Its called supply and demand
Identity Attack0.0012486777
Insult0.008025879
Profanity0.00951106
Threat0.0057703983
Severe Toxicity0.00046730042
Low Tox 0.009927189 Low Con 0.256 Economic_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
The term is called private equity companies.
The term is called private equity companies.
Identity Attack0.00224762
Insult0.0068003717
Profanity0.0098868115
Threat0.0058739646
Severe Toxicity0.00046253204
Low Tox 0.007508222 Low Con 0.207 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
Identity Attack0.00036653172
Insult0.00021574546
Profanity0.000030279818
Threat0.000035926885
Severe Toxicity0.0000024186936
Low Tox 0.0007478373
Dec 8, 2025 1 likes
Its called safety
Its called safety
Identity Attack0.000078500074
Insult0.00025162785
Profanity0.000028495268
Threat0.00007514022
Severe Toxicity0.0000025028214
Low Tox 0.00071264326
Dec 15, 2025
We need to call upon the Lord and ask for mercy, and turn to him permanently. NOTHING else is going to work
We need to call upon the Lord and ask for mercy, and turn to him permanently. NOTHING else is going to work
Identity Attack0.00008302878
Insult0.00013562692
Profanity0.000033174467
Threat0.00004779646
Severe Toxicity0.0000062242107
Low Tox 0.00037615348
Apr 29, 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.