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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "With what people are paying …" 295 comments · Page 12 of 12
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get …
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get charged lower because their fees are subsidized.
Identity Attack0.025605056
Insult0.016100928
Profanity0.011492296
Threat0.006045496
Severe Toxicity0.0011205673
Low Tox 0.04216247 Moderate Con 0.461 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - …
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - really u people need to teach ur people
Identity Attack0.0026823445
Insult0.021997316
Profanity0.011577694
Threat0.006039023
Severe Toxicity0.00084400177
Low Tox 0.040925518 Moderate Con 0.434 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And we pay these people large amounts of money to look after student immigrate registation
And we pay these people large amounts of money to look after student immigrate registation
Identity Attack0.018872296
Insult0.013668913
Profanity0.011475217
Threat0.0065050707
Severe Toxicity0.0011777878
Low Tox 0.039462693 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
I immigrated to Canada in 2020 during peak COVID. I lost my job working in the Middle East and I had my PR so it made sense moving to Canada for good. I’m a chemical …
I immigrated to Canada in 2020 during peak COVID. I lost my job working in the Middle East and I had my PR so it made sense moving to Canada for good. I’m a chemical engineer who worked in oil and gas for about 10 years in the Middle East. Once I landed in Canada, I went to work in Amazon Fullfillment Centre the week after I completed my quarantine. It was hard labor working for $16 per hour in Toronto. I worked for 10 months while working on my qualifications and engineering license. After that I was hired by an oil and gas contracting company and worked as a Trainee engineer after which I was promoted to Senior engineer in a year after I received my engineering license. I moved 4 cities in 4 years for my job. Now I am settled, own a home, got married to my long time girl friend and work at an Oil and Gas company which pays well. What I learnt through my experience is that Canada is a land of opportunities and people respect you for the work you do whatever it may be and do not judge you, all that we will have to do is work hard and improve on your skills. Integrate with the society, donate and volunteer. That’s how new immigrants can integrate. If you aren’t open minded and want to stay as you stayed in your country then you will not develop and it will hinder yours and the country’s progress.
Identity Attack0.011987305
Insult0.017292
Profanity0.018187506
Threat0.007029374
Severe Toxicity0.0017356873
Low Tox 0.037105743 Constructive 0.833 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our money. People hard working every day and pay taxes not for mistakes of immigration and refugee workes. If this ministry so expensive- it is necessary to close this ministry.
Identity Attack0.016460562
Insult0.014238917
Profanity0.009545219
Threat0.0063626673
Severe Toxicity0.0009870529
Low Tox 0.033334624 Constructive 0.573
Dec 25, 2025 Deportations From Canada at Their …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Identity Attack0.014249804
Insult0.0103248935
Profanity0.012073003
Threat0.006686311
Severe Toxicity0.0012874603
Low Tox 0.031449065 Moderate Con 0.344 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only …
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only go to 1 class once maybe 2 times a week for just over an hour and the rest of the time they are here working on student visa's where the government is paying half the wage prompting bigger business to highering these exchange student instead of local people
Identity Attack0.019173764
Insult0.014124917
Profanity0.011816809
Threat0.0060713873
Severe Toxicity0.0012111664
Low Tox 0.030270588 Constructive 0.63 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Identity Attack0.007288578
Insult0.012186904
Profanity0.009698936
Threat0.0062008454
Severe Toxicity0.00081062317
Low Tox 0.022964042 Moderate Con 0.344 Economic_Argument
Jan 21, 2026 2.9 million Canadian temporary visas …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing and benefits?
Identity Attack0.008324518
Insult0.00983089
Profanity0.009903891
Threat0.0065697995
Severe Toxicity0.0008916855
Low Tox 0.022728346 Moderate Con 0.349 Question
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding work, its ALL ages. People get laid off then have these same issues
Identity Attack0.0027378413
Insult0.00971689
Profanity0.012961143
Threat0.0063367756
Severe Toxicity0.00067710876
Low Tox 0.018723432 Constructive 0.732
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right …
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right now.
Identity Attack0.00362579
Insult0.009298887
Profanity0.01220964
Threat0.006712203
Severe Toxicity0.00082969666
Low Tox 0.016587202 Constructive 0.642 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
Identity Attack0.0027378413
Insult0.009545889
Profanity0.010211324
Threat0.006440342
Severe Toxicity0.00079631805
Low Tox 0.015833238 Moderate Con 0.489
Dec 27, 2025 1 likes Deportations From Canada at Their …
Just cut the benefits and make people work and pay tax for atleast 10-15yrs to get stuffs free.
Just cut the benefits and make people work and pay tax for atleast 10-15yrs to get stuffs free.
Identity Attack0.0013226734
Insult0.007778878
Profanity0.009664777
Threat0.0065633263
Severe Toxicity0.0005698204
Low Tox 0.010618322 Low Con 0.265
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
Identity Attack0.000053683372
Insult0.00012659596
Profanity0.000018385608
Threat0.000019574416
Severe Toxicity0.0000026482826
Low Tox 0.00028052746 Economic_Argument
Apr 14, 2025 21 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.