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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: "It's all about money and …" 786 comments · Page 27 of 32
The problem is not immigration, it is about why government giving visa when there is a job crisis for those who are already there? It is a cheating with the people who are paying huge …
The problem is not immigration, it is about why government giving visa when there is a job crisis for those who are already there? It is a cheating with the people who are paying huge money as a students and getting no exposure of jobs, it is not because of education that students are coming it is because of exposure of an International companies which they are hoping to get, students are adding money to the economy how can you blame the students who are coming legally??
Identity Attack0.013445892
Insult0.02212623
Profanity0.013678487
Threat0.006440342
Severe Toxicity0.001373291
Low Tox 0.055521555 Constructive 0.515 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah pretty much every walmart or lower jobs are taken the amount of canadien homeless is rising its so messed up how the government pays them with our money and then pays sum more to …
Yeah pretty much every walmart or lower jobs are taken the amount of canadien homeless is rising its so messed up how the government pays them with our money and then pays sum more to have them live here....
Identity Attack0.018068384
Insult0.022512967
Profanity0.013131939
Threat0.0061814263
Severe Toxicity0.0014305115
Low Tox 0.054531995 Constructive 0.523 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Aren’t they launching rockets into space? Why can’t they spend that money on improving their country?
Aren’t they launching rockets into space? Why can’t they spend that money on improving their country?
Identity Attack0.017967897
Insult0.015644927
Profanity0.01309778
Threat0.009929225
Severe Toxicity0.0019359589
Low Tox 0.054037213 Low Con 0.179 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
this is on the whole government. and their liberal way of doing things. when are you going to start talking about all the money going to ukrainie. and how carney is funneling money to them …
this is on the whole government. and their liberal way of doing things. when are you going to start talking about all the money going to ukrainie. and how carney is funneling money to them when brookfield is there with their nuclear plants they want to protect!!
Identity Attack0.009249465
Insult0.02212623
Profanity0.013268576
Threat0.0076119336
Severe Toxicity0.0015640259
Low Tox 0.05354243 Moderate Con 0.319 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Identity Attack0.0012413493
Insult0.0029865694
Profanity0.00018919048
Threat0.040129766
Severe Toxicity0.000017283843
Low Tox 0.052940443 Economic_Argument
Dec 9, 2025
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Stop the money. They will go away.
Stop the money. They will go away.
Identity Attack0.0031818156
Insult0.015796926
Profanity0.013302735
Threat0.013269233
Severe Toxicity0.0014400482
Low Tox 0.05255287 Low Con 0.109 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
CTV, you are concerned about the money spent on deportations... what about the tons more spent on the accommodation, food and other costs to keep them here everyday.
CTV, you are concerned about the money spent on deportations... what about the tons more spent on the accommodation, food and other costs to keep them here everyday.
Identity Attack0.022188433
Insult0.01625293
Profanity0.009698936
Threat0.0067057298
Severe Toxicity0.0012969971
Low Tox 0.05230548 Moderate Con 0.475
Dec 24, 2025 8 likes Deportations From Canada at Their …
As A Canadian Sienor That Can't Afford To Retire. With Over Half My Income In Several Taxes. And They Get To Enjoy OVER TWO YEARS OF MONEY WHILE WAITING FOR A IMAGRATION HEARING
As A Canadian Sienor That Can't Afford To Retire. With Over Half My Income In Several Taxes. And They Get To Enjoy OVER TWO YEARS OF MONEY WHILE WAITING FOR A IMAGRATION HEARING
Identity Attack0.022188433
Insult0.018710041
Profanity0.011680172
Threat0.0063626673
Severe Toxicity0.0015258789
Low Tox 0.05131592 Moderate Con 0.37
Nov 21, 2025 18 likes Thousands of refugees allowed into …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. Then said their plan was to go home, get married and bring their actual wife back to Canada.
Identity Attack0.037394293
Insult0.0154929245
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.050573748 Moderate Con 0.482
Oct 2, 2025 IRCC Names India in Study …
Why are they getting ANY of my tax money? The only thing my Dad go t when we emigrated was a job, a skilled one, and no one handed him that.
Why are they getting ANY of my tax money? The only thing my Dad go t when we emigrated was a job, a skilled one, and no one handed him that.
Identity Attack0.019274252
Insult0.016100928
Profanity0.012995303
Threat0.0061878995
Severe Toxicity0.0011301041
Low Tox 0.050573748 Moderate Con 0.48
Jun 25, 2025 How much do refugees and …
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have …
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have been GIVEN enough money from the people of Canada.
Identity Attack0.007288578
Insult0.02657372
Profanity0.011219022
Threat0.005906329
Severe Toxicity0.0011205673
Low Tox 0.050078966 Moderate Con 0.391 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I wish they'd put money in Emigration.
I wish they'd put money in Emigration.
Identity Attack0.020982565
Insult0.012224905
Profanity0.014703264
Threat0.00746953
Severe Toxicity0.0018119812
Low Tox 0.050078966 Moderate Con 0.336 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Whom will be the FIRST politician to Take my Money and Donate it to somebody ELSE-- cause he is feeling VIRTUOUS ?
Whom will be the FIRST politician to Take my Money and Donate it to somebody ELSE-- cause he is feeling VIRTUOUS ?
Identity Attack0.0037182847
Insult0.023479814
Profanity0.012448754
Threat0.0061749537
Severe Toxicity0.0011825562
Low Tox 0.04834723 Low Con 0.183 Humor_Satire
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling money lainderingf people smuggling etc.
Identity Attack0.0022753682
Insult0.02283525
Profanity0.013473531
Threat0.007081157
Severe Toxicity0.0012683868
Low Tox 0.04711028 Moderate Con 0.352 Policy_Critique
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
CTV news is concerned with taxpayer money? 😂😂😂😂
CTV news is concerned with taxpayer money? 😂😂😂😂
Identity Attack0.004162259
Insult0.020643732
Profanity0.013678487
Threat0.0060649146
Severe Toxicity0.0011730194
Low Tox 0.046368107 Low Con 0.137 Humor_Satire
Dec 24, 2025 Deportations From Canada at Their …
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
Identity Attack0.012441003
Insult0.02373764
Profanity0.010228404
Threat0.0060778605
Severe Toxicity0.0009870529
Low Tox 0.046120718 Moderate Con 0.341 Policy_Critique
Feb 24, 2026 7 likes 'We do know that there's …
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
Identity Attack0.009767435
Insult0.023995465
Profanity0.010569996
Threat0.006051969
Severe Toxicity0.00096797943
Low Tox 0.045873325 Low Con 0.105 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Goodbye Zeinab, save your money and hope you have a great life back in Tunisia
Goodbye Zeinab, save your money and hope you have a great life back in Tunisia
Identity Attack0.020982565
Insult0.016024929
Profanity0.01442999
Threat0.008492245
Severe Toxicity0.002193451
Low Tox 0.045378547 Moderate Con 0.418 Solidarity
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less than 50,000 people which reflects 0.12% of the population…. This money would have been better used giving low income ppl a random cash bonus 😩
Identity Attack0.003385304
Insult0.020579277
Profanity0.012073003
Threat0.0063432488
Severe Toxicity0.001168251
Low Tox 0.045131154 Moderate Con 0.449
Oct 1, 2025 IRCC Names India in Study …
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Identity Attack0.015053716
Insult0.017743196
Profanity0.010091767
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.044636376 Low Con 0.245 Meta_Commentary
Jan 19, 2026 87 likes Why Canada’s immigration system has …
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
Identity Attack0.0024603575
Insult0.02193286
Profanity0.01442999
Threat0.0059775305
Severe Toxicity0.0010347366
Low Tox 0.0438942 Constructive 0.578
Sep 29, 2018 6 likes How much do refugees and …

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.