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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: "there is no money in …" 786 comments · Page 29 of 32
Open up a turban factory there,you will make much money in Canaduh...
Open up a turban factory there,you will make much money in Canaduh...
Identity Attack0.0058826595
Insult0.014390918
Profanity0.0128245065
Threat0.0068999166
Severe Toxicity0.0013160706
Low Tox 0.03309893 Low Con 0.178 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
How about we decided to end homelessness especially in London Ontario? Would that be too much to ask instead of sending money to Ukraine?
How about we decided to end homelessness especially in London Ontario? Would that be too much to ask instead of sending money to Ukraine?
Identity Attack0.012061302
Insult0.013174911
Profanity0.009698936
Threat0.007081157
Severe Toxicity0.0010967255
Low Tox 0.032863233 Moderate Con 0.409 Policy_Critique
Jan 23, 2026 Canada’s new rules in 2026
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 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 years of being taken for granted need a great lawyer fighting for me
Identity Attack0.0025158543
Insult0.014314918
Profanity0.012141321
Threat0.0065050707
Severe Toxicity0.00091552734
Low Tox 0.031684756 Constructive 0.543
Aug 29, 2025 Why Canadians Are Turning Against …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
Identity Attack0.0016834025
Insult0.017356457
Profanity0.012038844
Threat0.006097279
Severe Toxicity0.00071048737
Low Tox 0.031213367 Low Con 0.155 Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Identity Attack0.009027477
Insult0.012490907
Profanity0.012346277
Threat0.0064597605
Severe Toxicity0.00092983246
Low Tox 0.03109552 Low Con 0.166 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Identity Attack0.005956655
Insult0.010400894
Profanity0.0128245065
Threat0.0077284453
Severe Toxicity0.001168251
Low Tox 0.03062413 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Follow the money…who paid and funded these people’s acts!
Follow the money…who paid and funded these people’s acts!
Identity Attack0.0022661188
Insult0.014960921
Profanity0.01086035
Threat0.006763986
Severe Toxicity0.0009965897
Low Tox 0.030270588 Low Con 0.217 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Identity Attack0.013043936
Insult0.013364912
Profanity0.010160086
Threat0.0063950317
Severe Toxicity0.0011730194
Low Tox 0.030270588 Moderate Con 0.456 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They can’t provide the information, what’s a waste to money? Canadians pay a lot of taxes to manage efficiently our country.
They can’t provide the information, what’s a waste to money? Canadians pay a lot of taxes to manage efficiently our country.
Identity Attack0.007214582
Insult0.0154929245
Profanity0.00997221
Threat0.0059613483
Severe Toxicity0.00078201294
Low Tox 0.03015274 Moderate Con 0.385
Sep 28, 2025 8 likes IRCC Names India in Study …
They not missing they working 2 or 3 jobs for cash money
They not missing they working 2 or 3 jobs for cash money
Identity Attack0.0027008436
Insult0.015872927
Profanity0.011936366
Threat0.0061166976
Severe Toxicity0.0007581711
Low Tox 0.030034892 Low Con 0.293
Sep 28, 2025 IRCC Names India in Study …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working and contributing. Because I have heard of a story of a woman who had like three or four kids and she said that I don’t need to work. I have child tax benefit coming in and they were refugees.
Identity Attack0.016058605
Insult0.011198899
Profanity0.01086035
Threat0.006207318
Severe Toxicity0.0009822845
Low Tox 0.029799197 Constructive 0.674 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this to be PERMANENT, nobody does such an investment to COME BACK to my country... Interesting.
Identity Attack0.0073255757
Insult0.012414906
Profanity0.011663092
Threat0.0059548756
Severe Toxicity0.00092983246
Low Tox 0.029445656 Moderate Con 0.434 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
How about hold politicians accountable for giving billions to Ukraine when all that money could have been accountable
How about hold politicians accountable for giving billions to Ukraine when all that money could have been accountable
Identity Attack0.007917541
Insult0.013554913
Profanity0.011458136
Threat0.006848133
Severe Toxicity0.0008773804
Low Tox 0.02920996 Low Con 0.179 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get more money for their kids.
Identity Attack0.0058086636
Insult0.015796926
Profanity0.010638315
Threat0.006003422
Severe Toxicity0.00077724457
Low Tox 0.028856417 Moderate Con 0.369
Aug 26, 2025 Why Canadians Are Turning Against …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years apply for Citizenship, which makes it easier to bring their parents into Canada. Those parents apply for PR, then wait 3 years, after which they can also apply for Citizenship. If they are 55+ years old, they don't need to take the test or prove they can speak the English. They just apply and get become Citizens. All of this while enjoying the benefits of a Socialized Healthcare, Old Age Pension after 65+, Canada Child Benefit paid to parents with kids under 18, and more. This is not a sustainable economic model, we WILL run out of money. Technically we already have 😂
Identity Attack0.00984143
Insult0.014124917
Profanity0.01265371
Threat0.0065115434
Severe Toxicity0.0011348724
Low Tox 0.028149333 Constructive 0.612 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why because you don't have money and source of increasing GDP except immigration,Look how everybody was complaining about students influx now all the colleges are crying for funding,More student bring more funds and more taxes …
Why because you don't have money and source of increasing GDP except immigration,Look how everybody was complaining about students influx now all the colleges are crying for funding,More student bring more funds and more taxes to the government for developing cities like Brampton ,Only problem is vetting that need to done properly,can't expect higher low wage worker to build silicon cities in Canada.High skill professionals are the need of the hour.
Identity Attack0.007214582
Insult0.015036922
Profanity0.010296722
Threat0.005906329
Severe Toxicity0.000834465
Low Tox 0.028149333 Constructive 0.598
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Identity Attack0.0073255757
Insult0.014352918
Profanity0.009920971
Threat0.0063108844
Severe Toxicity0.0009536743
Low Tox 0.028031485 Moderate Con 0.476 Policy_Critique
Feb 24, 2026 9 likes 'We do know that there's …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, bank of montreal, various schools, hospital and colleges. I see no chance to get PR and extend my expiring visa. Government just keep inviting the French speakers.
Identity Attack0.013244915
Insult0.01306091
Profanity0.009869732
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.027560094 Constructive 0.583 Personal_Narrative
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Kids are losing their job opportunities due to the government subsidized programs that businesses benefit from to save money. Remove those programs, then your children will get job application replies
Kids are losing their job opportunities due to the government subsidized programs that businesses benefit from to save money. Remove those programs, then your children will get job application replies
Identity Attack0.0037922803
Insult0.012072904
Profanity0.0113385795
Threat0.0077025536
Severe Toxicity0.0009441376
Low Tox 0.027442247 Moderate Con 0.324 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I am retired and people come to this country. never worked a day in their life in canada and received more money than i am. Something has to change.
I am retired and people come to this country. never worked a day in their life in canada and received more money than i am. Something has to change.
Identity Attack0.011839314
Insult0.012566907
Profanity0.009570839
Threat0.0060196044
Severe Toxicity0.0008869171
Low Tox 0.026735162 Moderate Con 0.449
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Charge the colleges and universities that allow them to take courses and pass them like Conestoga College . They turned a blind eye ask students who were there. It's all about the money.
Charge the colleges and universities that allow them to take courses and pass them like Conestoga College . They turned a blind eye ask students who were there. It's all about the money.
Identity Attack0.0027563404
Insult0.014960921
Profanity0.010757872
Threat0.0062785195
Severe Toxicity0.0007009506
Low Tox 0.026735162 Moderate Con 0.322 Policy_Critique
Oct 12, 2025 IRCC Names India in Study …
The big winner here is the Century initiative Rich bankers and land developers are making money handover fist I own quite a bit of land, so I’m doing well myself I guess 😆
The big winner here is the Century initiative Rich bankers and land developers are making money handover fist I own quite a bit of land, so I’m doing well myself I guess 😆
Identity Attack0.003144818
Insult0.013782915
Profanity0.013644327
Threat0.006647474
Severe Toxicity0.0009393692
Low Tox 0.026617315 Moderate Con 0.391 Economic_Argument
Feb 26, 2026 1 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 …

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.