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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: "As a Canadian citizen I …" 242 comments · Page 7 of 10
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more immigrants in such program when even thousands of locals were and are struggling to find jobs? For the last 6 years I made a career in Private security ; I became an officer Liutenant at least I tried ; but now a days I don’t even have a job in security anymore ; too many immigrants applying for the same job / and frankly they do not care if the remuneration is only 21$ an hour / so officers can’t afford to work for less than 27$ ; because they have 6 years experience and more : it’s logical / however , comes an Arabic guy ; who quit the job he came here to do under the program , now he is looking for his first job out here in the real market ( does 80 hours training to get a BSP ) the guy had a college degree or university on something else ; and magically he becomes an officer with no experience for $24 dollars an hour And any security company accepts him 🤷‍♂️ Conclusion : true experienced security professionals officers who built their careers from the bottom all the way up Don’t have a job anymore Remember , officers aren’t unionized 🤷‍♂️
Identity Attack0.0775651
Insult0.04032305
Profanity0.016172111
Threat0.006861079
Severe Toxicity0.0030136108
Low Tox 0.112850055 Constructive 0.794
Dec 10, 2025 Quebec Ends Economic Immigration Program …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Not only do Canadian citizens have to compete with job outsourcing and AI, we also have to deal with the absolute hordes of mass, unchecked migration
Not only do Canadian citizens have to compete with job outsourcing and AI, we also have to deal with the absolute hordes of mass, unchecked migration
Identity Attack0.06613251
Insult0.036325075
Profanity0.013029462
Threat0.0076766624
Severe Toxicity0.00289917
Low Tox 0.112540044 Low Con 0.298
Jan 27, 2026 Inside Canada's Indian Invasion...
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to spite trumps wall and the Canadian liberal party followed the same policy.
Identity Attack0.018671319
Insult0.0638991
Profanity0.010945748
Threat0.0064144502
Severe Toxicity0.0016117096
Low Tox 0.11088664 Moderate Con 0.444 Policy_Critique
Dec 25, 2025 2 likes Deportations From Canada at Their …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation and injustice. Sikhs know for a fact that the Indian government is fully involved, as the RCMP found in their investigation on transnational repression and extortion cases. But the biggest piece of evidence is just south of the border with Nikhil Gupta’s case. Mr. Gupta pleaded guilty to trying to hire a US undercover cop to assassinate Gurpatwant Singh Pannu, who is a human rights activist and lawyer who is spearheading the Khalistan movement. He showed the undercover cop photos of Hardeep Singh Nijjar’s body and said we just finished this job, and when you complete your job, we have a long list of others we need dead. Nikhil Gupta had placed a call with Indian RAW agents, who are named as C1 and C2, who said they will pay $100,000 for each hit. We have Sikh activists who have repeatedly told the media they have been hit on their heads, including Jagmeet Singh, the former leader of the NDP. If Canada refuses to take this seriously, the government officials are being traitors to their own country. Canada is now doing a disservice by withholding information from Canadians, and did so before, during the inquiry into the Air India incident, when the government asked the courts not to include it in their investigation of any Indian involvement. A Canadian- Norwegian spy who said India tried to hire him to place explosives in one of the planes. He warned our government, and they knew about this and still covered it up! Now, the government is doing the same to secure business deals with India. Like India has nothing to offer Canada except labour (with their billion population), and we Canadians cannot find jobs and don't need unskilled workers from India when we can educate our citizens and give them jobs here. There must be a full, transparent investigation into India and its embassy and agents.
Identity Attack0.06795148
Insult0.038566336
Profanity0.016616182
Threat0.010343489
Severe Toxicity0.0028038025
Low Tox 0.11067997 Constructive 0.743 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
There's something missing here. I don't understand why people from abroad are being treated as though they are above and special. People from Canada don't even have clear pathways made for them to get wherever …
There's something missing here. I don't understand why people from abroad are being treated as though they are above and special. People from Canada don't even have clear pathways made for them to get wherever each of our aims are. What about investing in ones own citizens? What am I missing? The news presents these stories in an offensive way which fuels annoyance towards incoming. We know you're not a number but why do you have such an entitlement attitude, why do you think you deserve anything from us and why do you think you deserve to get when it means a Canadian will suffer?
Identity Attack0.043839492
Insult0.045593183
Profanity0.015864678
Threat0.007327127
Severe Toxicity0.0024414062
Low Tox 0.10956833 Constructive 0.734
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Those who are Canadian citizens cannot even get part time jobs or housing. Supports Canadians first!
Those who are Canadian citizens cannot even get part time jobs or housing. Supports Canadians first!
Identity Attack0.06658725
Insult0.03136692
Profanity0.010757872
Threat0.0072235605
Severe Toxicity0.0025749207
Low Tox 0.10870059 Moderate Con 0.462
Jan 8, 2026 1 likes Deportations From Canada at Their …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become Canadian citizens, they is how they take our country from us. This was always their plan.
Identity Attack0.06249457
Insult0.030044744
Profanity0.011782649
Threat0.007301235
Severe Toxicity0.0024604797
Low Tox 0.10783285 Moderate Con 0.34
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist visa holders. IRCC is now granting repeated extensions on tourist visas. Why are they allowing these extensions? What are these individuals expected to do in Canada for years? Many tourist visa holders have been in Canada for several years — not necessarily because they refuse to leave, but because IRCC keeps extending their status. Some of these individuals end up working illegally, taking jobs from Canadian youth and citizens, and adding pressure to the housing market. The increasing numbers of asylum claimants, international students, temporary work permit holders, tourist visa holders, and undocumented individuals are placing strain on Canada and its citizens. IRCC needs to strictly follow the law and enforce regulations. If not, Canada’s immigration system will continue to be exploited, and abusive individuals or even criminals could find it easier to enter the country.
Identity Attack0.036105253
Insult0.043250903
Profanity0.014327513
Threat0.007340072
Severe Toxicity0.0023555756
Low Tox 0.10696511 Constructive 0.818 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of judicial reform.. to ensure Chaos.. & the eventual Militarized police officers... & The acceptance of law and...Dis. order..... . This really ruins it for the people who appreciate the opportunity for Canadian citizens who really do wish to be legitimate taxpayers & actually work.... ... Just another example of how the government is utterly COMPLICIT in denigrating the Judicial SYSTEM... ... .... This is not a Party Partisanship issue... . It is the.. weakening of our system as a whole... ... As we have seen... The demographics of crime... Is an extreme issue... Not to be taken lightly.... This is beyond sad... It is sheer Apathy.. of the Canadian government to... Protect against outside influences.... Perhaps we might consider that.... ... Some people don't have a creed of .. Civil obedience... Our laws must change... & Radically... As .. some are just given to the thoughts of... Scamming the system... & Trying to get away with.. whatever they can... We need actual... Teeth in our Judicial SYSTEM.. 😮...
Identity Attack0.01139534
Insult0.05144889
Profanity0.01764096
Threat0.007521313
Severe Toxicity0.0023174286
Low Tox 0.103494145 Moderate Con 0.496 Fear_Threat
Dec 24, 2025 Deportations From Canada at Their …
I'm curious to know if immigrants were treated the same as Canadian citizens if they would even show up here
I'm curious to know if immigrants were treated the same as Canadian citizens if they would even show up here
Identity Attack0.08500996
Insult0.020643732
Profanity0.0137468055
Threat0.0072365063
Severe Toxicity0.0022697449
Low Tox 0.09872158 Constructive 0.516
Aug 25, 2025 9 likes Why Canadians Are Turning Against …
Why are they even getting same rate on social assistance as every Canadian citizen when they aren't even Canadian. Nor have they even worked for it again the tax payers are on the hook for …
Why are they even getting same rate on social assistance as every Canadian citizen when they aren't even Canadian. Nor have they even worked for it again the tax payers are on the hook for them
Identity Attack0.043839492
Insult0.030154925
Profanity0.013883443
Threat0.006427396
Severe Toxicity0.0019454956
Low Tox 0.09655223 Moderate Con 0.412
Feb 18, 2018 How much do refugees and …
Canadians cant find a doctor but non-citizens and refugees can game the system. Western worlds will topple on their own righteousness. Our generosity has and is being taken advantage of
Canadians cant find a doctor but non-citizens and refugees can game the system. Western worlds will topple on their own righteousness. Our generosity has and is being taken advantage of
Identity Attack0.051580742
Insult0.028281843
Profanity0.011970525
Threat0.0071588317
Severe Toxicity0.0021362305
Low Tox 0.09308127 Moderate Con 0.322 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
In my opinion, the conduct of certain IRCC agents and management reflects a serious lack of competence and accountability. Their ongoing actions—or in some cases, inaction—may rise beyond mere administrative negligence and could reasonably be …
In my opinion, the conduct of certain IRCC agents and management reflects a serious lack of competence and accountability. Their ongoing actions—or in some cases, inaction—may rise beyond mere administrative negligence and could reasonably be viewed as violations of public trust. It’s my view that they should not only be subject to disciplinary review but also held legally accountable for any misconduct or breaches of duty that have harmed Canadian citizens.
Identity Attack0.009212466
Insult0.04969218
Profanity0.011150704
Threat0.0074824756
Severe Toxicity0.0017738342
Low Tox 0.0926474 Constructive 0.505 Policy_Critique
Oct 17, 2025 1 likes IRCC Names India in Study …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
One person is direct and clear and the other one is using political-speak which is intentionally unclear. If you have the well-being of Canadian citizens as your top priority, why would you not be clear …
One person is direct and clear and the other one is using political-speak which is intentionally unclear. If you have the well-being of Canadian citizens as your top priority, why would you not be clear and direct? Even if being honest is embarrassing or inconvenient, it is the expectation of every Canadian citizen.
Identity Attack0.017867407
Insult0.037395194
Profanity0.012175481
Threat0.005974294
Severe Toxicity0.0011587143
Low Tox 0.08795626 Constructive 0.561
Oct 2, 2025 IRCC Names India in Study …
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
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 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 …
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...
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 …
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 …
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...

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.