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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

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Active: "As a citizen of the …" 506 comments · Page 15 of 21
canada now has a caste system.. and naturally born citizens are always last!
canada now has a caste system.. and naturally born citizens are always last!
Identity Attack0.038425524
Insult0.026058068
Profanity0.012312118
Threat0.007793174
Severe Toxicity0.002298355
Low Tox 0.08716487 Low Con 0.112 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
We don’t even have homes for all of our citizens!!! Smh hopefully they’ll bring tents!!!
We don’t even have homes for all of our citizens!!! Smh hopefully they’ll bring tents!!!
Identity Attack0.012641981
Insult0.024382202
Profanity0.016821137
Threat0.0077154995
Severe Toxicity0.0022506714
Low Tox 0.08637348 Moderate Con 0.363
Jan 3, 2026 1 likes New rules, regulations take effect …
New rules favouring 'new citizens' whilst 'old stock' Canadians struggle.
New rules favouring 'new citizens' whilst 'old stock' Canadians struggle.
Identity Attack0.04332388
Insult0.028722567
Profanity0.010621235
Threat0.007689608
Severe Toxicity0.0018310547
Low Tox 0.08637348 Low Con 0.28 Policy_Critique
Jan 18, 2026 37 likes Canada’s new rules in 2026
Yeah see if you as a citizen can get $50,000 dollars for a year....oh it's nothing she says!...lmao!
Yeah see if you as a citizen can get $50,000 dollars for a year....oh it's nothing she says!...lmao!
Identity Attack0.0030338243
Insult0.027841117
Profanity0.024814399
Threat0.0067316215
Severe Toxicity0.0018596649
Low Tox 0.085582085 Low Con 0.204
Sep 22, 2018 How much do refugees and …
What happened when a country treats foreigners better than their citizens?
What happened when a country treats foreigners better than their citizens?
Identity Attack0.06385879
Insult0.018516673
Profanity0.012926984
Threat0.0066280556
Severe Toxicity0.0017642975
Low Tox 0.08479069 Low Con 0.228 Fear_Threat
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
Identity Attack0.05612817
Insult0.020063626
Profanity0.010108846
Threat0.006848133
Severe Toxicity0.0017642975
Low Tox 0.08241652 Constructive 0.688 Economic_Argument
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing my son and lot of canadian citizen student in george brown college could not get CO-OP so they could not carry on education while overseas student specially Indian student got CO-OP either in my company . when i call my MMP they didn't reply so far now these student are working in Tim Horton
Identity Attack0.052035484
Insult0.025413504
Profanity0.014259194
Threat0.006848133
Severe Toxicity0.0020980835
Low Tox 0.08083374 Constructive 0.662 Personal_Narrative
Oct 6, 2025 IRCC Names India in Study …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned and gained from Canada. Not stay here and force the government to bow down to their demands. They need to keep in mind that they are in Canada temporarily and are not citizens.
Identity Attack0.044612918
Insult0.024124376
Profanity0.010108846
Threat0.006874025
Severe Toxicity0.0017929077
Low Tox 0.08004235 Constructive 0.561
Nov 20, 2025 41 likes Quebec Ends Economic Immigration Program …
All because governments don't force immigrants to learn the language and become an Canadian citizen. Now you have a country in a country
All because governments don't force immigrants to learn the language and become an Canadian citizen. Now you have a country in a country
Identity Attack0.060675595
Insult0.021610579
Profanity0.010740792
Threat0.006317357
Severe Toxicity0.0018501282
Low Tox 0.079250954 Low Con 0.213 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of …
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of countries around the world, including the most gun liberal country in the world. The United States of Amarica will not license a foreigner to own or buy a gun.
Identity Attack0.04641757
Insult0.019225692
Profanity0.011441057
Threat0.011767523
Severe Toxicity0.0025749207
Low Tox 0.07687678 Moderate Con 0.412 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Identity Attack0.027614836
Insult0.018065477
Profanity0.010587076
Threat0.008000307
Severe Toxicity0.0015830994
Low Tox 0.075294 Constructive 0.545 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that time. We lived in low rentals with other immigrants. It was all about one another. The many different cultures came together and shared. We were all dirt poor, but we all accepted one another for who we are. No one was better than another. Every kid I grew up with was a tried and true Canadian. Every single one became a citizen if they weren't born here. We all learned from one another. This Canada? It's not the Canada I know. I was born in Ontario. Many of my family members are still there. They're looked down upon. What? They're Canadians but they're looked down upon for being in that same small town. It's Sad. We need another peaceful protest in Ottawa. Save our Canada.
Identity Attack0.027011903
Insult0.031256735
Profanity0.026454043
Threat0.0071199946
Severe Toxicity0.0022220612
Low Tox 0.075294 Constructive 0.844 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Identity Attack0.02439919
Insult0.027605021
Profanity0.011150704
Threat0.0066668927
Severe Toxicity0.0015354156
Low Tox 0.07450261 Low Con 0.264
Nov 21, 2025 171 likes Quebec Ends Economic Immigration Program …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming one group. The reality is that the Canadian government failed first by not properly managing immigration volumes, not enforcing document verification, and not honestly assessing whether the country could support such rapid population growth. That policy failure created pressure on housing, jobs, and social systems long before resentment followed. We also need honesty within the Indian community. Some Indians struggle to adapt being overly loud, culturally rigid, and sometimes lacking empathy for Canadian norms and shared public spaces. I studied Canadian and Indigenous history in school, and respecting that history matters. Assimilation doesn’t mean abandoning your culture, but it does mean understanding and respecting the society you chose to join. Cultural education should be expected, not optional. That said, one Indian doing something wrong does not make all Indians bad. Most Indian students and workers I know are hardworking, punctual, and serious about contributing. I’ve personally worked minimum-wage jobs for years, and what I noticed was not jobs being “taken,” but fewer Canadian youth willing to stay in or commit to these roles long-term. Indians didn’t replace Canadians, they filled vacancies that already existed. I also briefly volunteered helping the homeless, and what I saw was honestly shocking. It’s not that the government isn’t trying to help there are rehabilitation programs and support systems in place. The difficult truth is that a significant portion of the homeless population struggles with substance abuse and refuses treatment because it requires giving up drugs. Over time, homelessness itself starts to function like a culture, where benefits and assistance unintentionally enable continued substance use rather than recovery. This is an uncomfortable reality people don’t like to talk about. None of this is simple. Immigration didn’t break Canada, and neither did one community. Poor policy, weak enforcement, lack of accountability, and refusal from governments and individuals to adapt responsibly is what brought us here. Blame is easy. Honest solutions are not.
Identity Attack0.023193322
Insult0.028832749
Profanity0.015010698
Threat0.0068869707
Severe Toxicity0.0016117096
Low Tox 0.06817148 Constructive 0.823 Personal_Narrative
Jan 27, 2026 22 likes Inside Canada's Indian Invasion...
It's sad to see what has happened to our immigration system. It's not sustainable and not just not only for Canadian citizens but also for the new immigrants that arrive and can't find work or …
It's sad to see what has happened to our immigration system. It's not sustainable and not just not only for Canadian citizens but also for the new immigrants that arrive and can't find work or afford rent.
Identity Attack0.04564415
Insult0.020966014
Profanity0.009647697
Threat0.0064144502
Severe Toxicity0.0016307831
Low Tox 0.06817148 Constructive 0.712 Policy_Critique
Feb 17, 2026 42 likes LILLEY UNLEASHED: The fall of …
Good! Now maybe our governments can take care of it’s own citizens. We didn’t need any more people here. These immigrants are just burdens. They don’t speak English .
Good! Now maybe our governments can take care of it’s own citizens. We didn’t need any more people here. These immigrants are just burdens. They don’t speak English .
Identity Attack0.06368639
Insult0.013320753
Profanity0.000040432347
Threat0.00040881344
Severe Toxicity0.0000051965717
Low Tox 0.06518377
Apr 14, 2025
Everyone is a Canindian citizen in this place.
Everyone is a Canindian citizen in this place.
Identity Attack0.054763943
Insult0.01838776
Profanity0.02249157
Threat0.007327127
Severe Toxicity0.002784729
Low Tox 0.06500591 Moderate Con 0.377 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
We have enough unemployed citizens and permanent residents already here. No need to bring in a single person.
We have enough unemployed citizens and permanent residents already here. No need to bring in a single person.
Identity Attack0.013646871
Insult0.026831545
Profanity0.009570839
Threat0.0068999166
Severe Toxicity0.0016498566
Low Tox 0.063423134 Moderate Con 0.37 Economic_Argument
Jan 19, 2026 13 likes Why Canada’s immigration system has …
and why would Citizens continue to pay Taxes to a Gov't that wants the Country to Fail?
and why would Citizens continue to pay Taxes to a Gov't that wants the Country to Fail?
Identity Attack0.0038107792
Insult0.028171662
Profanity0.012551232
Threat0.007029374
Severe Toxicity0.0012493134
Low Tox 0.06263174 Low Con 0.195 Moral_Argument
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working in the hotel that takes away employment opportunities for Canadians. I know first hand that some businesses such as gas stations will only hire immigrants - not Canadian citizens. All they want or talk about is PR, PR, PR. The whole situation is extraordinarily economically harmful for Canadians and our youth.
Identity Attack0.038683333
Insult0.019870255
Profanity0.0098868115
Threat0.006757513
Severe Toxicity0.0016784668
Low Tox 0.06184035 Constructive 0.714
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question …
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question to her As the principle Is how are you paid for your legal services and representation Lawyers always tell me they can be referred to by Law society of Canada For a 30 minute free legal consultation But once that is paid out by that association that is where lawyers and para legal professionals pay dues to join Then it’s up to those professionals to charge Hourly fee flat rate And All additional charges associated with the file/case law once opened and documents signed So how much does it cost to 1. Refugees claims 2. Asylum seekers claims 3. Immigration claims 4. Detainee claims 5. Deportation claims in the form of Appeals How many can they have Who pays these professionals? When media such as CBC Also government employees who are paid by the federal government Do not ask these questions Which are again Paid to NGOs By us poor taxpayers!!!!! Towards these professionals who represent economic migration and only cost us Canadians more money
Identity Attack0.031206898
Insult0.025026767
Profanity0.012892825
Threat0.0064144502
Severe Toxicity0.0018501282
Low Tox 0.061444655 Constructive 0.776
Dec 25, 2025 1 likes Deportations From Canada at Their …
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
Identity Attack0.037394293
Insult0.019419061
Profanity0.011184863
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.06025757 Moderate Con 0.408 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Trump's State of the Union address where he said that the primary role of government is to take care of their citizens. This basic role of government needs to be stated/retiterated in the HoC. It …
Trump's State of the Union address where he said that the primary role of government is to take care of their citizens. This basic role of government needs to be stated/retiterated in the HoC. It has become the opposite here. Canadian citizens are being taken for granted by the liberals. Their priority are non citizens.
Identity Attack0.026408968
Insult0.02618698
Profanity0.010057608
Threat0.006168481
Severe Toxicity0.0011348724
Low Tox 0.058737632 Constructive 0.619 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be just fine!
Identity Attack0.036105253
Insult0.020708188
Profanity0.0113044195
Threat0.006168481
Severe Toxicity0.0013065338
Low Tox 0.05799546 Constructive 0.547
Apr 16, 2019 1 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.