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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: "I have been living in …" 1,641 comments · Page 62 of 66
as someone who lives in Ontario please help us man I can't w the amount of them
as someone who lives in Ontario please help us man I can't w the amount of them
Identity Attack0.0093974555
Insult0.012034904
Profanity0.012380436
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.03015274 Constructive 0.506 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
i dont blame them for wanting to be here. Definitely upset with the government for letting too much in the country in a short period of time. Not enough houses being built? lets invite milions …
i dont blame them for wanting to be here. Definitely upset with the government for letting too much in the country in a short period of time. Not enough houses being built? lets invite milions of people to live here
Identity Attack0.00932346
Insult0.012566907
Profanity0.010996987
Threat0.006479179
Severe Toxicity0.0008916855
Low Tox 0.030034892 Constructive 0.549 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
Three years to become a Canadian citizen what are we turning into a USA? I have many friends that live in Windsor and their wife is a nurse in Detroit and they had all their …
Three years to become a Canadian citizen what are we turning into a USA? I have many friends that live in Windsor and their wife is a nurse in Detroit and they had all their kids in Detroit and have dual citizen. Can’t do that no more.
Identity Attack0.01756594
Insult0.0118069025
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.0010490417
Low Tox 0.030034892 Constructive 0.658
Jan 21, 2026 Canada’s new rules in 2026
¿It is New York? ICE is living there, SOS.
¿It is New York? ICE is living there, SOS.
Identity Attack0.005771666
Insult0.014808921
Profanity0.015557245
Threat0.006925808
Severe Toxicity0.0013256073
Low Tox 0.029799197 Low Con 0.257 Question
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
there is a lot of homeless here where i live in alberta, edmonton specifically. i want them to be helped. why is our “PM” not helping them?!!!
there is a lot of homeless here where i live in alberta, edmonton specifically. i want them to be helped. why is our “PM” not helping them?!!!
Identity Attack0.0065486208
Insult0.014960921
Profanity0.010945748
Threat0.006194372
Severe Toxicity0.00086307526
Low Tox 0.02968135 Constructive 0.565
Nov 1, 2018 How much do refugees and …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This is living proof tyler is the best ! how did he even come across this
This is living proof tyler is the best ! how did he even come across this
Identity Attack0.0041992567
Insult0.012756908
Profanity0.019075647
Threat0.007961469
Severe Toxicity0.001783371
Low Tox 0.028974265 Moderate Con 0.369
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
Feels like are back in Great Depression and Government is living and admiring history?
Feels like are back in Great Depression and Government is living and admiring history?
Identity Attack0.004328749
Insult0.014390918
Profanity0.010723713
Threat0.0063950317
Severe Toxicity0.0008678436
Low Tox 0.028385026 Low Con 0.207
Jan 15, 2026 Canada’s new rules in 2026
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
Identity Attack0.008250522
Insult0.012034904
Profanity0.017572641
Threat0.007573096
Severe Toxicity0.0014591217
Low Tox 0.02826718 Moderate Con 0.462 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I have lived in Brampton from 1988 to 2014 - the sign on the 410 in 1988 for population in Brampton said around 64 000, have a look today.... I wish we made that many …
I have lived in Brampton from 1988 to 2014 - the sign on the 410 in 1988 for population in Brampton said around 64 000, have a look today.... I wish we made that many babies in so little time!!
Identity Attack0.005105704
Insult0.0113509
Profanity0.011663092
Threat0.008556974
Severe Toxicity0.0014209747
Low Tox 0.028031485 Constructive 0.704 Personal_Narrative
Jan 28, 2026 1 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 …
They have security at Tim's in Brampton?!?! I've lived in Canada 32 years n I've never seen security guards at a Tim Horton's. I don't think this is a good sign.
They have security at Tim's in Brampton?!?! I've lived in Canada 32 years n I've never seen security guards at a Tim Horton's. I don't think this is a good sign.
Identity Attack0.00569767
Insult0.014504919
Profanity0.010347961
Threat0.0062332097
Severe Toxicity0.00081062317
Low Tox 0.027206551 Constructive 0.656 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless Indians. They push themselves hard in order to improve their lives and the lives of others around them.
Identity Attack0.018972786
Insult0.010894896
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.002040863
Low Tox 0.027206551 Constructive 0.813 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
They successfully pushed me out of southern Ontario. At least I feel like I live in Canada again, for now.
They successfully pushed me out of southern Ontario. At least I feel like I live in Canada again, for now.
Identity Attack0.01374736
Insult0.0107048955
Profanity0.011406898
Threat0.007365964
Severe Toxicity0.001168251
Low Tox 0.026970858 Moderate Con 0.459 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I used to live in brampton
I used to live in brampton
Identity Attack0.0093974555
Insult0.011008898
Profanity0.019280603
Threat0.008349842
Severe Toxicity0.0016117096
Low Tox 0.026735162 Moderate Con 0.42 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
8 mins-He doesnt like living there but "the price was right"
8 mins-He doesnt like living there but "the price was right"
Identity Attack0.0042547537
Insult0.0103248935
Profanity0.01309778
Threat0.0077802283
Severe Toxicity0.0011730194
Low Tox 0.026499467 Moderate Con 0.368 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a skilled immigrant, an auditor by profession for 16 years. I climbed up the ladder from a junior auditor to department head before I left for Canada late last year. I've submitted hundreds …
I am a skilled immigrant, an auditor by profession for 16 years. I climbed up the ladder from a junior auditor to department head before I left for Canada late last year. I've submitted hundreds of job applications to date and I only got a response. I have no choice but to take that job in fastfood restaurant just to make a living. Don't worry, if I still don't get a job aligned to my profession in few months, I will leave. I'm tired..
Identity Attack0.009027477
Insult0.0113509
Profanity0.01174849
Threat0.006861079
Severe Toxicity0.00094890594
Low Tox 0.026499467 Constructive 0.758 Personal_Narrative
Jul 1, 2025 3 likes How Canada broke its immigration …
The government can easily verify this by carrying out a secret operation and sending undercover agents to live with them for soemtime
The government can easily verify this by carrying out a secret operation and sending undercover agents to live with them for soemtime
Identity Attack0.0032928092
Insult0.010780896
Profanity0.012995303
Threat0.009281937
Severe Toxicity0.0009822845
Low Tox 0.02638162 Low Con 0.183 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
Christ Jesus is coming back soon folks. May we all repent and live for him before its to late ✝️🕊
Christ Jesus is coming back soon folks. May we all repent and live for him before its to late ✝️🕊
Identity Attack0.008546505
Insult0.009260887
Profanity0.014566627
Threat0.008401625
Severe Toxicity0.0016403198
Low Tox 0.026145924 Moderate Con 0.374 Meta_Commentary
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
Why is the interview only in the poor areas? Most Canadian born people I know dont live in these areas - they live in Oakville, Burlington, Muskokas, Kawartha areas.
Why is the interview only in the poor areas? Most Canadian born people I know dont live in these areas - they live in Oakville, Burlington, Muskokas, Kawartha areas.
Identity Attack0.012943448
Insult0.012376905
Profanity0.009587918
Threat0.005867492
Severe Toxicity0.00076293945
Low Tox 0.026145924 Constructive 0.534
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
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 …
I live an hour from Brampton - we call it “browntown”
I live an hour from Brampton - we call it “browntown”
Identity Attack0.008176526
Insult0.0116169015
Profanity0.013917602
Threat0.0076119336
Severe Toxicity0.0013256073
Low Tox 0.025792383 Moderate Con 0.382 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John …
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John 3:16)
Identity Attack0.009915425
Insult0.009051885
Profanity0.012448754
Threat0.0071847234
Severe Toxicity0.001411438
Low Tox 0.025556687 Moderate Con 0.32 Advertisement_Spam
Feb 7, 2026 Inside Canada's Indian Invasion...

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.