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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: "Where can I find this …" 486 comments · Page 18 of 20
Good job Trudeau now you have to go find them.
Good job Trudeau now you have to go find them.
Identity Attack0.0020533812
Insult0.013174911
Profanity0.009869732
Threat0.010084574
Severe Toxicity0.0011348724
Low Tox 0.030034892 Low Con 0.211
Jan 17, 2026 2.9 million Canadian temporary visas …
not just branmpton, theyre all over.. its hard to find other people here in brantford
not just branmpton, theyre all over.. its hard to find other people here in brantford
Identity Attack0.008842488
Insult0.01306091
Profanity0.01442999
Threat0.0074436385
Severe Toxicity0.0012302399
Low Tox 0.029563503 Moderate Con 0.434 Identity_Assertion
Feb 18, 2026 51 likes Inside Canada's Indian Invasion...
It's easy to find them
It's easy to find them
Identity Attack0.005771666
Insult0.010628895
Profanity0.018597418
Threat0.011223801
Severe Toxicity0.0018882751
Low Tox 0.028974265 Moderate Con 0.328
Sep 29, 2025 IRCC Names India in Study …
Can we find bike guy? Lets grt this man a new bike!
Can we find bike guy? Lets grt this man a new bike!
Identity Attack0.002552852
Insult0.013782915
Profanity0.012551232
Threat0.008738215
Severe Toxicity0.0012969971
Low Tox 0.02873857 Moderate Con 0.345 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
They are hiding, not missing... Good luck in finding them. Bring ICE Agents to Canada..
They are hiding, not missing... Good luck in finding them. Bring ICE Agents to Canada..
Identity Attack0.0042177555
Insult0.014504919
Profanity0.009545219
Threat0.008440462
Severe Toxicity0.0010919571
Low Tox 0.028502874 Moderate Con 0.395
Oct 2, 2025 IRCC Names India in Study …
Missing??? call uber you will find them
Missing??? call uber you will find them
Identity Attack0.0024048607
Insult0.010742896
Profanity0.013883443
Threat0.00948907
Severe Toxicity0.0012683868
Low Tox 0.028385026 Moderate Con 0.317 Humor_Satire
Dec 6, 2025 1 likes IRCC Names India in Study …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Unfortunately, they will find another way to stay even if it's unlawful.
Unfortunately, they will find another way to stay even if it's unlawful.
Identity Attack0.0037367835
Insult0.0114269
Profanity0.0113727385
Threat0.0072753434
Severe Toxicity0.00081062317
Low Tox 0.026617315 Low Con 0.259 Fear_Threat
Jan 15, 2026 116 likes 2.9 million Canadian temporary visas …
How about paying your workers a living wage? I refuse to believe you can't find people to change tires.
How about paying your workers a living wage? I refuse to believe you can't find people to change tires.
Identity Attack0.00207188
Insult0.013516913
Profanity0.010091767
Threat0.006246155
Severe Toxicity0.0006246567
Low Tox 0.026145924 Moderate Con 0.373 Economic_Argument
Feb 11, 2026 47 likes Canada's tighter immigration policy divides …
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
Identity Attack0.0027933381
Insult0.014504919
Profanity0.010023449
Threat0.005948403
Severe Toxicity0.00068187714
Low Tox 0.026028076 Moderate Con 0.381
Dec 29, 2025 2 likes IRCC Names India in Study …
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
Identity Attack0.0027933381
Insult0.014504919
Profanity0.010023449
Threat0.005948403
Severe Toxicity0.00068187714
Low Tox 0.026028076 Moderate Con 0.381
Dec 29, 2025 IRCC Names India in Study …
A balanced Canada will make all happy I have sent nearly 600 resumes no succeed can’t find a job/affordable housing sleeping in my Car 😔
A balanced Canada will make all happy I have sent nearly 600 resumes no succeed can’t find a job/affordable housing sleeping in my Car 😔
Identity Attack0.0050687063
Insult0.012224905
Profanity0.010313802
Threat0.0070164283
Severe Toxicity0.0010681152
Low Tox 0.025910228 Constructive 0.618 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
So thats why i cant find a job
So thats why i cant find a job
Identity Attack0.0036997858
Insult0.009317887
Profanity0.016957775
Threat0.006770459
Severe Toxicity0.0012207031
Low Tox 0.025320992 Moderate Con 0.376 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
If you want to find them just go to any Tim Hortons.
If you want to find them just go to any Tim Hortons.
Identity Attack0.0034223017
Insult0.011654901
Profanity0.013029462
Threat0.008505191
Severe Toxicity0.0010204315
Low Tox 0.023671126 Moderate Con 0.345
Oct 6, 2025 IRCC Names India in Study …
Where did you find this “expert”?
Where did you find this “expert”?
Identity Attack0.0017943961
Insult0.01309891
Profanity0.010962827
Threat0.0062979385
Severe Toxicity0.0007247925
Low Tox 0.02343543 Low Con 0.256
Nov 22, 2025 2 likes Quebec Ends Economic Immigration Program …
Just have CBSA roam peel prob find 67%
Just have CBSA roam peel prob find 67%
Identity Attack0.0028673338
Insult0.012642908
Profanity0.013336895
Threat0.006835188
Severe Toxicity0.0009918213
Low Tox 0.023317585 Low Con 0.24
Oct 2, 2025 IRCC Names India in Study …
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
Identity Attack0.008509507
Insult0.011882903
Profanity0.009493981
Threat0.006207318
Severe Toxicity0.00092983246
Low Tox 0.023199737 Constructive 0.621 Identity_Assertion
Jun 20, 2025 5 likes How Canada broke its immigration …
Good luck finding them.
Good luck finding them.
Identity Attack0.0032188136
Insult0.008975885
Profanity0.01354185
Threat0.011819307
Severe Toxicity0.0016593933
Low Tox 0.023199737 Moderate Con 0.425
Jan 17, 2026 2.9 million Canadian temporary visas …
Need to have a electronic translator to find out whats truly being said in our great country
Need to have a electronic translator to find out whats truly being said in our great country
Identity Attack0.005771666
Insult0.010362893
Profanity0.013917602
Threat0.007547205
Severe Toxicity0.0011110306
Low Tox 0.023199737 Moderate Con 0.373
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Watched the video twice went over the study guide once and did free practice test from any site i could find. I Scored 20/20 thank you! The video really helped.
Watched the video twice went over the study guide once and did free practice test from any site i could find. I Scored 20/20 thank you! The video really helped.
Identity Attack0.006622616
Insult0.00979289
Profanity0.02023706
Threat0.009618527
Severe Toxicity0.0020599365
Low Tox 0.022964042 Constructive 0.608
Aug 20, 2025 3 likes Canadian Citizenship Test 2025 – …
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
Identity Attack0.0048097214
Insult0.011996903
Profanity0.00997221
Threat0.006485652
Severe Toxicity0.00071048737
Low Tox 0.022610499 Moderate Con 0.466 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
It’s not just Canada, I’m just saying, you find them everywhere 😂
It’s not just Canada, I’m just saying, you find them everywhere 😂
Identity Attack0.0071405866
Insult0.010666896
Profanity0.013405213
Threat0.0066280556
Severe Toxicity0.0010299683
Low Tox 0.022139108 Moderate Con 0.389 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
Identity Attack0.0034777985
Insult0.0114649
Profanity0.010535837
Threat0.006272047
Severe Toxicity0.000667572
Low Tox 0.021785567 Constructive 0.771 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
Identity Attack0.013144426
Insult0.009260887
Profanity0.010518758
Threat0.006051969
Severe Toxicity0.0008010864
Low Tox 0.021667719 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …

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.