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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 #}

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Active: "Their only job will be …" 1,176 comments · Page 42 of 48
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like …
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like cashier thats y if u go tim hortons there all there fam
Identity Attack0.006511623
Insult0.015340924
Profanity0.012926984
Threat0.0062008454
Severe Toxicity0.001001358
Low Tox 0.031449065 Constructive 0.506 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people in these positions can’t (or won’t) do their jobs properly? They need more pressure, more accountability and if they still can’t deliver, then they should be replaced by Canadians who will get the job done.
Identity Attack0.013948337
Insult0.014390918
Profanity0.009733095
Threat0.006925808
Severe Toxicity0.0009441376
Low Tox 0.03109552 Moderate Con 0.396
Oct 1, 2025 1 likes IRCC Names India in Study …
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around?? Plus look at who is filling the majority of the Canadian government jobs and what community …
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around?? Plus look at who is filling the majority of the Canadian government jobs and what community they belong to. 😮 no no that wouldn’t be possible!! would it!! Maybe you should be doing a better job at supervising the government employees. We all know that the expectations are those of just having a warm body to work in the Government and not ask any questions, all else is secondary.
Identity Attack0.003385304
Insult0.017292
Profanity0.011389818
Threat0.005757453
Severe Toxicity0.00079631805
Low Tox 0.030977672 Moderate Con 0.338 Unverified_Claim
Nov 13, 2025 IRCC Names India in Study …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
Good job Tyler keep expose them
Good job Tyler keep expose them
Identity Attack0.0032558115
Insult0.014428918
Profanity0.014225035
Threat0.009540852
Severe Toxicity0.0013446808
Low Tox 0.030506283 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Identity Attack0.013144426
Insult0.014960921
Profanity0.010740792
Threat0.006220264
Severe Toxicity0.0010681152
Low Tox 0.030388435 Low Con 0.204
Jan 18, 2026 2.9 million Canadian temporary visas …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
They are taking away my options to a better job,
They are taking away my options to a better job,
Identity Attack0.0052166977
Insult0.011996903
Profanity0.01620627
Threat0.0076766624
Severe Toxicity0.0010967255
Low Tox 0.030270588 Moderate Con 0.434
Oct 26, 2018 How much do refugees and …
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 …
Good job Trudeau now you have to go find them.
Good job Trudeau now you have to go find them.
Identity Attack0.0020533812
Insult0.013174911
Profanity0.009869732
Threat0.010084574
Severe Toxicity0.0011348724
Low Tox 0.030034892 Low Con 0.211
Jan 17, 2026 2.9 million Canadian temporary visas …
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 …
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is …
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is same with employee same country
Identity Attack0.009693438
Insult0.012680908
Profanity0.013131939
Threat0.006220264
Severe Toxicity0.0011253357
Low Tox 0.029799197 Constructive 0.706 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
ALSO out young people looking for summer jobs
ALSO out young people looking for summer jobs
Identity Attack0.0052906936
Insult0.011160898
Profanity0.014805742
Threat0.007573096
Severe Toxicity0.0013637543
Low Tox 0.028149333 Moderate Con 0.324 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
Identity Attack0.00621564
Insult0.013364912
Profanity0.01627459
Threat0.0071070488
Severe Toxicity0.0012397766
Low Tox 0.028031485 Moderate Con 0.454
Aug 26, 2025 Why Canadians Are Turning Against …
This is why managing immigration is very important. Rapid demographic change is very disruptive. it's the government's job to manage the flow of immigration better. Of course the Canadian government under Trudeau did the exact …
This is why managing immigration is very important. Rapid demographic change is very disruptive. it's the government's job to manage the flow of immigration better. Of course the Canadian government under Trudeau did the exact opposite of that.
Identity Attack0.00880549
Insult0.013516913
Profanity0.009442741
Threat0.0061749537
Severe Toxicity0.00071048737
Low Tox 0.02779579 Constructive 0.584
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
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 …
Untill it's millions,the government isn't doing it's job
Untill it's millions,the government isn't doing it's job
Identity Attack0.005956655
Insult0.011730902
Profanity0.011082385
Threat0.00713294
Severe Toxicity0.0008201599
Low Tox 0.027206551 Low Con 0.195
Dec 23, 2025 7 likes Deportations From Canada at Their …
Some already have legal status & a job, but they jave no experience yet the have a CDL. There also driving the busses. Scary taking the bus now.
Some already have legal status & a job, but they jave no experience yet the have a CDL. There also driving the busses. Scary taking the bus now.
Identity Attack0.0031263188
Insult0.014352918
Profanity0.011116544
Threat0.0065956907
Severe Toxicity0.0007915497
Low Tox 0.027088705 Constructive 0.543
Dec 30, 2025 Deportations From Canada at Their …
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
Identity Attack0.012061302
Insult0.011996903
Profanity0.009442741
Threat0.0062008454
Severe Toxicity0.0009012222
Low Tox 0.026970858 Constructive 0.578
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Guess what, people born in Canada are ALSO people and with the job shortages they need the jobs more than people who are able to spend thousands to fly half way around the world. The …
Guess what, people born in Canada are ALSO people and with the job shortages they need the jobs more than people who are able to spend thousands to fly half way around the world. The only "tragedy" will be the people who really NEED the jobs will once again have access to them..
Identity Attack0.008657498
Insult0.013364912
Profanity0.010706633
Threat0.0059095654
Severe Toxicity0.0008249283
Low Tox 0.02685301 Constructive 0.563 Moral_Argument
Nov 21, 2025 9 likes Quebec Ends Economic Immigration Program …
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 …
At least they seem like they can hold jobs and speak the native language so can assimilate(as much as their overwhelming numbers allow) well enough. The poor driving performance is an extreme safety issue that …
At least they seem like they can hold jobs and speak the native language so can assimilate(as much as their overwhelming numbers allow) well enough. The poor driving performance is an extreme safety issue that needs addressed ASAP, immediately, yesterday.
Identity Attack0.0037367835
Insult0.01617693
Profanity0.0094256615
Threat0.0061231707
Severe Toxicity0.0007247925
Low Tox 0.026499467 Moderate Con 0.484 Fear_Threat
Jan 28, 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.