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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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Search comment text, filter by category or toxicity level
Active: "They do this to every …" 827 comments · Page 31 of 34
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story about someone who was waitlisted too long for an oncologist or a scan, and no longer has a chance of recovery ❤️‍🩹
Identity Attack0.00673361
Insult0.014162917
Profanity0.011219022
Threat0.00636914
Severe Toxicity0.0012397766
Low Tox 0.03192045 Constructive 0.657 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Why stop there? Until they fix inflation and every other housing issue CANADIAN citizens need a break. We do need immigration, controlled and properly maintained immigration.
Why stop there? Until they fix inflation and every other housing issue CANADIAN citizens need a break. We do need immigration, controlled and properly maintained immigration.
Identity Attack0.014551271
Insult0.012604907
Profanity0.009750174
Threat0.0066151097
Severe Toxicity0.0010633469
Low Tox 0.03192045 Constructive 0.501
Dec 24, 2025 1 likes Deportations From Canada at Their …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I imagine every city will be like brampton in the future.
I imagine every city will be like brampton in the future.
Identity Attack0.0065486208
Insult0.013364912
Profanity0.015113175
Threat0.007793174
Severe Toxicity0.001411438
Low Tox 0.031449065 Moderate Con 0.327
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
When the requirements were higher the people who came actually wanted to be here. The recent surge does not care one bit about the values or people they just want to take as much as …
When the requirements were higher the people who came actually wanted to be here. The recent surge does not care one bit about the values or people they just want to take as much as possible for themselves and will bend every rule imaginable to do so.
Identity Attack0.004680229
Insult0.015340924
Profanity0.012926984
Threat0.0068287146
Severe Toxicity0.0009250641
Low Tox 0.031213367 Moderate Con 0.439
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans are waiting over a year for every application they make for services. Somebody has their priorities mixed up. And why aren't we prosecuting people who cross the border illegally? If I did it, I would be charged.
Identity Attack0.01139534
Insult0.013592913
Profanity0.010074687
Threat0.0071199946
Severe Toxicity0.0010061264
Low Tox 0.030859824 Constructive 0.668
Oct 12, 2018 15 likes How much do refugees and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
Identity Attack0.014450782
Insult0.01313691
Profanity0.00993805
Threat0.0062849927
Severe Toxicity0.0009250641
Low Tox 0.03015274 Constructive 0.526 Policy_Critique
Jan 19, 2026 14 likes Why Canada’s immigration system has …
I can answer every question as a third person prospective
I can answer every question as a third person prospective
Identity Attack0.005771666
Insult0.0096028885
Profanity0.017094411
Threat0.009644418
Severe Toxicity0.0016880035
Low Tox 0.029092113 Moderate Con 0.376 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
Identity Attack0.004236255
Insult0.009982891
Profanity0.01127026
Threat0.00967031
Severe Toxicity0.0011348724
Low Tox 0.028856417 Moderate Con 0.301 Call_To_Action
Jan 19, 2026 27 likes Why Canada’s immigration system has …
Listen to this when driving to work every day
Listen to this when driving to work every day
Identity Attack0.0034408006
Insult0.010590895
Profanity0.015079016
Threat0.00756015
Severe Toxicity0.001411438
Low Tox 0.028620722 Moderate Con 0.344 Meta_Commentary
May 6, 2025 27 likes Canadian Citizenship Test 2025 – …
1million backlog and 400000 another target to get in every year,what a funny strategy lol...the cities and other infrastructures are already overcapacity
1million backlog and 400000 another target to get in every year,what a funny strategy lol...the cities and other infrastructures are already overcapacity
Identity Attack0.0018683918
Insult0.014504919
Profanity0.014088398
Threat0.006815769
Severe Toxicity0.0010061264
Low Tox 0.028502874 Low Con 0.272 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
Play the game but for EVERY Tim Horton's and your answer will nit change that much.
Play the game but for EVERY Tim Horton's and your answer will nit change that much.
Identity Attack0.0017851467
Insult0.013896915
Profanity0.011475217
Threat0.007094103
Severe Toxicity0.00089645386
Low Tox 0.02826718 Moderate Con 0.383 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
*The majority population of every country should be the people born in said country*
*The majority population of every country should be the people born in said country*
Identity Attack0.014450782
Insult0.008633883
Profanity0.015659723
Threat0.0075083673
Severe Toxicity0.0016021729
Low Tox 0.028031485 Low Con 0.153 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major challenges for the economy, healthcare, and social services, as more seniors require care while fewer younger workers support them, leading to potential labor shortages, strained budgets, and increased demand for healthcare and long-term support. The trend of more seniors than children under 15 puts pressure on economic growth and government finances, requiring substantial funding increases for health and care services. " For every positive to reduced immigration numbers, Canadians are going to discover that there will be negatives. The negatives might very well justify using the word "slash". Time will tell.
Identity Attack0.008879486
Insult0.014808921
Profanity0.010757872
Threat0.006440342
Severe Toxicity0.00094890594
Low Tox 0.027206551 Constructive 0.648 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Identity Attack0.010433395
Insult0.010780896
Profanity0.00995513
Threat0.008168601
Severe Toxicity0.0012779236
Low Tox 0.026145924 Low Con 0.207 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
there is life outside of canada, i with every country to be industrialized, so we dont have to beg to be in north countries
there is life outside of canada, i with every country to be industrialized, so we dont have to beg to be in north countries
Identity Attack0.011691323
Insult0.011578901
Profanity0.010450439
Threat0.0062914654
Severe Toxicity0.0009918213
Low Tox 0.026145924 Moderate Con 0.449
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Every bit of you is right.
Every bit of you is right.
Identity Attack0.0040512653
Insult0.012528907
Profanity0.016889455
Threat0.007521313
Severe Toxicity0.0013446808
Low Tox 0.025556687 Moderate Con 0.447 Meta_Commentary
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
this happens in every country and for centuries, nothing new and yes we can do better to those that comment here, provide support when you can, come up with solutions and do something about rather …
this happens in every country and for centuries, nothing new and yes we can do better to those that comment here, provide support when you can, come up with solutions and do something about rather than complain about it.
Identity Attack0.001655654
Insult0.013174911
Profanity0.00998929
Threat0.006039023
Severe Toxicity0.0005245209
Low Tox 0.024849601 Constructive 0.601 Moral_Argument
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Share with everyone, until every Canadian listen to it.
Share with everyone, until every Canadian listen to it.
Identity Attack0.013244915
Insult0.00983089
Profanity0.010757872
Threat0.007637825
Severe Toxicity0.0012683868
Low Tox 0.02449606 Moderate Con 0.431 Call_To_Action
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost every year.
Identity Attack0.00984143
Insult0.012148905
Profanity0.009681856
Threat0.0059937127
Severe Toxicity0.00084877014
Low Tox 0.024378212 Constructive 0.505 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
This happens in every single country they go to
This happens in every single country they go to
Identity Attack0.0076585566
Insult0.008519882
Profanity0.014634945
Threat0.008052089
Severe Toxicity0.0013446808
Low Tox 0.024260364 Low Con 0.205
Oct 12, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
I had close family that's been in Brampton since I was a little boy. I visited every year so I for to see what it was like. I think sometime in the 90s I started …
I had close family that's been in Brampton since I was a little boy. I visited every year so I for to see what it was like. I think sometime in the 90s I started to see more and more Indians. Either way, we are all God's children. I know this won't sit well with my fellow Canadians, but I welcome anyone who wants to build a life in Canada and adopt our values.
Identity Attack0.015857628
Insult0.010400894
Profanity0.011423977
Threat0.006375613
Severe Toxicity0.0009822845
Low Tox 0.024142517 Constructive 0.805
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look …
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look at meat prices in canada, look at egg or milk price.
Identity Attack0.00984143
Insult0.011122898
Profanity0.00995513
Threat0.006149062
Severe Toxicity0.0009012222
Low Tox 0.023906821 Moderate Con 0.436
Jan 5, 2026 New rules, regulations take effect …

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.