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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 #}

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Active: "I was not raised to …" 196 comments · Page 8 of 8
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
Identity Attack0.0012579272
Insult0.020256994
Profanity0.012073003
Threat0.006420923
Severe Toxicity0.0011110306
Low Tox 0.036870047 Constructive 0.58 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
And politicians get $5000-$10000 annual raises!
And politicians get $5000-$10000 annual raises!
Identity Attack0.0046987277
Insult0.017227544
Profanity0.010279642
Threat0.006084333
Severe Toxicity0.0007915497
Low Tox 0.029917045 Low Con 0.167 Policy_Critique
Jan 11, 2026 124 likes Canada’s new rules in 2026
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking …
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking well care of them, divorce rate is lowest in the nation it really looks like a great city to move and raise your kids ❤❤❤❤
Identity Attack0.00776955
Insult0.011996903
Profanity0.01620627
Threat0.0071588317
Severe Toxicity0.0019741058
Low Tox 0.028856417 Constructive 0.7 Solidarity
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Raise your hand 🙋‍♂️ if you like the honesty of the guy on the bike.
Raise your hand 🙋‍♂️ if you like the honesty of the guy on the bike.
Identity Attack0.0016279058
Insult0.013972916
Profanity0.0128245065
Threat0.0075083673
Severe Toxicity0.0009965897
Low Tox 0.02873857 Moderate Con 0.388 Meta_Commentary
Jan 28, 2026 149 likes Inside Canada's Indian Invasion...
I was born and raised in Canada. Can I claim that I'm a refugee and live better than I am now?
I was born and raised in Canada. Can I claim that I'm a refugee and live better than I am now?
Identity Attack0.016762028
Insult0.010286893
Profanity0.010911589
Threat0.0061037517
Severe Toxicity0.0010490417
Low Tox 0.02779579 Constructive 0.526 Question
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
I was born and raised in Brampton in the 90s. By early 00s it was time to go
I was born and raised in Brampton in the 90s. By early 00s it was time to go
Identity Attack0.008139528
Insult0.0115029
Profanity0.014566627
Threat0.008013252
Severe Toxicity0.0014972687
Low Tox 0.026970858 Moderate Con 0.445 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Labor shortage = Refusal to raise wages
Labor shortage = Refusal to raise wages
Identity Attack0.0043102503
Insult0.012034904
Profanity0.010569996
Threat0.006330303
Severe Toxicity0.00091552734
Low Tox 0.025792383 Low Con 0.214 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
Identity Attack0.013646871
Insult0.0086718835
Profanity0.013610168
Threat0.0066151097
Severe Toxicity0.0011396408
Low Tox 0.021314176 Constructive 0.552 Personal_Narrative
Sep 5, 2025 2 likes Why Canadians Are Turning Against …
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
Identity Attack0.006511623
Insult0.010818896
Profanity0.010194245
Threat0.0062849927
Severe Toxicity0.00078201294
Low Tox 0.020607091 Constructive 0.616
Oct 15, 2018 6 likes How much do refugees and …
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
Identity Attack0.008916483
Insult0.008329881
Profanity0.011970525
Threat0.0063885585
Severe Toxicity0.0009012222
Low Tox 0.0201057 Moderate Con 0.454 Solidarity
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil engineer and second is a chartered accountant.
Identity Attack0.009989422
Insult0.009279887
Profanity0.013131939
Threat0.006874025
Severe Toxicity0.0012111664
Low Tox 0.019854378 Constructive 0.713 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
After seeing this like i support all these woman & men who want to enjoy canadian values. If you read this and moved here or born and raised but support this video you are beautiful …
After seeing this like i support all these woman & men who want to enjoy canadian values. If you read this and moved here or born and raised but support this video you are beautiful people
Identity Attack0.0075105648
Insult0.008443882
Profanity0.013029462
Threat0.007029374
Severe Toxicity0.001168251
Low Tox 0.018095128 Constructive 0.633 Solidarity
Aug 29, 2025 19 likes Why Canadians Are Turning Against …
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
Identity Attack0.001294925
Insult0.011046898
Profanity0.010313802
Threat0.005906329
Severe Toxicity0.0006532669
Low Tox 0.017969469 Low Con 0.297 Humor_Satire
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
I'm a Real Canadian Born and Raised and I approve this message
I'm a Real Canadian Born and Raised and I approve this message
Identity Attack0.008694496
Insult0.008272881
Profanity0.013063621
Threat0.0071588317
Severe Toxicity0.0013065338
Low Tox 0.01646154 Moderate Con 0.488 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
All MP's need to donate their recent raise in pay to the food banks and homeless shelters.
All MP's need to donate their recent raise in pay to the food banks and homeless shelters.
Identity Attack0.0037182847
Insult0.010362893
Profanity0.009357343
Threat0.006110225
Severe Toxicity0.0006246567
Low Tox 0.015707577 Moderate Con 0.437 Call_To_Action
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
All I heard was we are raising taxes adding new taxes and finding more things to tax
All I heard was we are raising taxes adding new taxes and finding more things to tax
Identity Attack0.0017296498
Insult0.007778878
Profanity0.010467518
Threat0.0059969495
Severe Toxicity0.0005674362
Low Tox 0.009801528 Moderate Con 0.321 Policy_Critique
Jan 12, 2026 2 likes Canada’s new rules in 2026
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through their greediness
Identity Attack0.00038317507
Insult0.0040671253
Profanity0.000058668196
Threat0.0000607873
Severe Toxicity0.0000020598457
Low Tox 0.0077626333
Apr 18, 2025 22 likes
Born and raised in canada … 5 generations … I no longer have a doctor (last 6 years). On a waitlist!!???
Born and raised in canada … 5 generations … I no longer have a doctor (last 6 years). On a waitlist!!???
Identity Attack0.00006266972
Insult0.00017574274
Profanity0.000016628395
Threat0.000024624645
Severe Toxicity0.0000019114266
Low Tox 0.00040123044
Apr 16, 2025 6 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.