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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

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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: "This is perfect." 75 comments · Page 2 of 3
I went to Halifax for appointments and went into a restaurant while I was there. an Indian with a huge curved knife came in. Perfectly legal for them all because "it's a part of their …
I went to Halifax for appointments and went into a restaurant while I was there. an Indian with a huge curved knife came in. Perfectly legal for them all because "it's a part of their culture" While other people can't even carry pepper spray. Unacceptable.
Identity Attack0.36942887
Insult0.12883772
Profanity0.035399333
Threat0.035113025
Severe Toxicity0.013607788
Moderate 0.30716252 Constructive 0.735 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.  Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.  Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.  Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).  Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.  Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.  Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Identity Attack0.10221587
Insult0.26957804
Profanity0.06646215
Threat0.011974656
Severe Toxicity0.00919342
Moderate 0.30716252 Constructive 0.628 Unverified_Claim
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or …
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or an irregular crossing he did not want to turn into a national morality play. For years, he has warned Canadians that the country is being overrun by “illegal border crossers,” “queue jumping asylum seekers,” and “abusers of the system.” He delivers these warnings with the solemnity of a man announcing a biblical plague, not a handful of exhausted families walking across a ditch in Quebec. In Poilievre’s political universe, Roxham Road is not a rural footpath. It is a symbol of national decline. It is chaos incarnate. It is the place where the rule of law goes to die. It is, in short, the perfect stage upon which he can perform his favorite role: the lone defender of order in a world gone soft. At least, that is the story he tells the public. The private story, as publicly reported, is considerably less heroic. The Public Record That Refuses to Behave: According to reporting from The Breach and the National Observer, someone described as the uncle of Poilievre’s spouse has an immigration history that reads like a greatest hits compilation of everything Poilievre claims to oppose. The reporting outlines that he entered Canada and made a refugee claim. That claim was refused. A deportation order was issued. He later re-entered Canada through Roxham Road. He then filed a humanitarian and compassionate application. Poilievre’s spouse reportedly helped prepare that application. This is not fringe gossip. This is what journalists documented through correspondence, interviews, and immigration records. In other words, the exact pathway Poilievre condemns as “abuse of the system” is the same pathway publicly reported to have been used by someone connected to him. And suddenly, the man who treats Roxham Road like a national security breach becomes quieter than a library at midnight. The slogans stop. The outrage evaporates. The border, once a sacred line, becomes a flexible suggestion. The Rhetoric: A Symphony of Outrage: Poilievre’s immigration rhetoric is a carefully orchestrated performance. He warns that irregular border crossings undermine the rule of law. He insists humanitarian and compassionate applications are loopholes. He claims the system is being gamed. He declares that Canada must “take back control.” He delivers these lines with the moral certainty of a man who believes compassion is a gateway drug. In his speeches, asylum seekers are not people. They are symbols. They are props. They are the raw material from which he fashions his political identity. He is the sheriff. They are the threat. The border is the battleground. And Canada is the damsel in distress. It is a compelling narrative. It is also a narrative that collapses the moment it becomes personally inconvenient. The Reality: A Study in Elastic Principles: When someone connected to Poilievre uses the very same system he condemns, the rules change with breathtaking speed. Irregular border crossings are no longer a crisis. They are a misunderstanding. A technicality. A regrettable but understandable choice. Humanitarian and compassionate applications are no longer loopholes. They are legitimate pathways. Necessary tools. Evidence of a compassionate system. The border is no longer a sacred line. It is a suggestion. A guideline. A flexible concept open to interpretation. It is a remarkable transformation, like watching a man insist that jaywalking is a crime against humanity until his friend does it, at which point it becomes a misunderstood act of civic expression. The Political Convenience of Shifting Standards: Poilievre’s political identity is built on the idea that he alone will restore order. He alone will enforce the rules. He alone will protect Canada from the chaos of irregular migration. But the moment the rules become inconvenient, they are no longer rules. They are preferences. They are vibes. They are whatever he needs them to be in the moment. This is not a minor contradiction. It is a fundamental collapse of the moral architecture he has built his political brand upon. If irregular crossings are a crisis, then they are a crisis for everyone. If humanitarian applications are loopholes, then they are loopholes for everyone. If the system is broken, then it is broken for everyone. But Poilievre’s version of justice is not universal. It is conditional. It is situational. It is deeply, profoundly personal. The Broader Pattern: Institutions Are Sacred Until They Are Not: This is not the first time Poilievre’s principles have proven to be more flexible than advertised. He has attacked the Supreme Court of Canada when its rulings do not align with his political needs. He has accused the justice system of being too lenient when it suits him and too harsh when it does not. He has framed himself as the defender of institutions while undermining them whenever they become inconvenient. It is a pattern. It is a habit. It is a worldview. And it reveals something essential about his politics. For Poilievre, institutions are not pillars of democracy. They are tools. They are props. They are instruments to be used when helpful and discarded when not. The Satirical Truth: A Philosophy in One Sentence: Pierre Poilievre’s immigration philosophy can now be summarized with clinical precision: Canada must crack down on irregular border crossings, except for the ones that are fine. And he will decide which ones are fine. It is a stance that bends so far backward it could qualify for a gymnastics medal. It is a stance that reveals more about political convenience than national security. It is a stance that exposes the gap between what Poilievre says and what Poilievre does. And it is a stance that makes one thing abundantly clear. Polievre's Hypocrisy
Identity Attack0.10221587
Insult0.28586254
Profanity0.023379711
Threat0.00866054
Severe Toxicity0.007209778
Moderate 0.30439767 Constructive 0.557 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they …
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they are used to from back home. Khalistani Sikhs are the equivalent of, for example, zionjst Jews, extremist muslims, etc: they shout the loudest, but are the minority from thise communities and definitely not loved by said communities. From a (corrupt) government point of view this is the perfect storm.
Identity Attack0.316
Insult0.20901857
Profanity0.0569429
Threat0.011379151
Severe Toxicity0.010375977
Moderate 0.30427247 Moderate Con 0.471 Policy_Critique
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
White-societies have a tendency to externalize blame for their decline onto others immigrants/racial minorities etc, without looking into their own systems. The collapse of family farming in Brampton or other part of Canada for instance, …
White-societies have a tendency to externalize blame for their decline onto others immigrants/racial minorities etc, without looking into their own systems. The collapse of family farming in Brampton or other part of Canada for instance, was not caused by immigrants but by corporate consolidation.....which since its being made into a race argument ...is driven largely by white elites. Declining white fertility is likewise a cultural product of hyper-individualism, consumerism, and high divorce rates, lack of kinship-based safety nets, where individual entitlement takes precedence over collective responsibility....and not simply demographic replacement by the brown immigrants. White societies have historically exported systems of domination and resource extraction, destabilizing the very regions whose immigrants they look down upon. What you are witnessing is not the result of immigration, but the unraveling of a culture built on exploitation, entitlement, and disposability.....one that is now collapsing under its own design. None of us are perfect, but folks keep framing this economic crisis in terms of immigration problem, rather than wealthy elite minority vs dispossessed majority, you are never getting this fixed.
Identity Attack0.37507164
Insult0.09563028
Profanity0.045670103
Threat0.010369381
Severe Toxicity0.010375977
Low Tox 0.29771072 Constructive 0.673
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Perfect city for the nukes to land on.
Perfect city for the nukes to land on.
Identity Attack0.036878675
Insult0.034562174
Profanity0.07449899
Threat0.34804323
Severe Toxicity0.022064678
Low Tox 0.29039988 Low Con 0.126 Fear_Threat
Dec 10, 2025 Inside Canada's Indian Metropolis (Brampton)
The guy on the bike with the perfectly regurgitated IQ talking points on Africans🤦🏾‍♀️ Notice that he didnt have any actual reasons why the people are afraid. Just BS things he's heard about the people, …
The guy on the bike with the perfectly regurgitated IQ talking points on Africans🤦🏾‍♀️ Notice that he didnt have any actual reasons why the people are afraid. Just BS things he's heard about the people, not actual incidents. Smh...
Identity Attack0.2700233
Insult0.16853803
Profanity0.16264248
Threat0.008582866
Severe Toxicity0.010986328
Low Tox 0.28548008 Moderate Con 0.342 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …
As a Canadian, who was born in India, I'm fully on board with deporting these bad apples. Please do this asap. No system is perfect and we have a smart government that acts in the …
As a Canadian, who was born in India, I'm fully on board with deporting these bad apples. Please do this asap. No system is perfect and we have a smart government that acts in the public interests. Love to all.
Identity Attack0.23542951
Insult0.16839184
Profanity0.02973333
Threat0.035458352
Severe Toxicity0.009384155
Low Tox 0.2648175 Constructive 0.738 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the country can handle. They are illegally driving transports causing more accidents on the roads ever. Our restaurants are primarily from India and Pakistan. Some Indian people are here on school visas or work permits and are wonderful people and speak perfect English. They are welcome. They are Christians and nice and courteous. But there seems to be a disconnect between immigrants who come here thinking bc they are moslem they are superior and do not need to follow Cdn laws language and culture. We don't want them praying in the streets on their rugs disrupting the city. We have churches and they have mosques. They will NOT takeover our country in spite of Carney. Carney and the Liberals needs to be kicked out of office. Deport the illegals and stop immigration NOW!
Identity Attack0.28034934
Insult0.13064787
Profanity0.02208166
Threat0.009385503
Severe Toxicity0.009117126
Low Tox 0.25462922 Constructive 0.683
Aug 25, 2025 Why Canadians Are Turning Against …
Indians are people who you can trust and respect, Hindus and Sikhs especially. It’s not a problem when these communities integrate perfectly within Canada or the US. Human trafficking operations are conducted by a small …
Indians are people who you can trust and respect, Hindus and Sikhs especially. It’s not a problem when these communities integrate perfectly within Canada or the US. Human trafficking operations are conducted by a small minority who are paid to often be anti their own country of origin. Remember all the white people are actually European immigrants into the Americas, this is just an example of continuous migration of humans, some of whom conducted bad businesses, even in the beginning of the colonisation of the Americas. You call yourself the originals, but you are just immigrants as well. The Native Americans and Inuits were the originals. And yet you have nearly wiped them out. The United States of America is standing on the dead bodies of the natives! The hypocrisy when they call out new immigrants entering America and Canada!
Identity Attack0.28622448
Insult0.08212569
Profanity0.027273865
Threat0.008945347
Severe Toxicity0.00705719
Low Tox 0.25084448 Constructive 0.595 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
Identity Attack0.29420343
Insult0.023308022
Profanity0.0004391644
Threat0.0027079605
Severe Toxicity0.000019551711
Low Tox 0.24547008 Identity_Assertion
Apr 16, 2025
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of …
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of immigrants moving to Canada, but I'm genuinely convinced the people in the comments watched the first half of the video and then turned it off. So many weird comments, ranging from "they're bad drivers!" to "I moved away from Brampton because of this problem" (what problem?? Indian people??). In the second half of the video, all three of the religious buildings they entered had extremely kind-hearted people, with free food for ANYONE to enjoy. Again I understand things aren't perfect, but it would seem a lot of people are using "immigration policies are allowing immigrants in too fast" to justify their hatred of Indian people.
Identity Attack0.20878418
Insult0.08831572
Profanity0.053435806
Threat0.0076119336
Severe Toxicity0.0060653687
Low Tox 0.22980402 Constructive 0.81 Meta_Commentary
Sep 20, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to …
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to strangers. Everything our fathers worked for, they gave it away in exchange for a 23$ per hour job. They kept unworking, seeling your futur.......THIS is the core of the problem. Do you know a single public worker in the last 10 years who lost his job ?, lost wages ? Lost any life quality ? But every single private worker did........
Identity Attack0.10221587
Insult0.12883772
Profanity0.027137227
Threat0.0076507707
Severe Toxicity0.0051116943
Low Tox 0.22445217 Constructive 0.519 Economic_Argument
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
The failed former Immigration Minister (and also Housing Minister) is now the failing Justice Minister. He is the perfect example of failing upwards in Canada, a true Turdeau legacy.
The failed former Immigration Minister (and also Housing Minister) is now the failing Justice Minister. He is the perfect example of failing upwards in Canada, a true Turdeau legacy.
Identity Attack0.013043936
Insult0.1935001
Profanity0.013712646
Threat0.006375613
Severe Toxicity0.0030136108
Low Tox 0.22311419 Low Con 0.209 Policy_Critique
Jan 19, 2026 48 likes Why Canada’s immigration system has …
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
Identity Attack0.10221587
Insult0.06757036
Profanity0.018665737
Threat0.008453408
Severe Toxicity0.0049209595
Low Tox 0.21776234 Moderate Con 0.44 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
An investigation into NGO's and charities receiving all kinds of funding from the Liberal party to support the oppressed. People come into our country and get aid and assistance on how to work the system. …
An investigation into NGO's and charities receiving all kinds of funding from the Liberal party to support the oppressed. People come into our country and get aid and assistance on how to work the system. Cancel Critical Race Theory initiatives as well. Laith Marouf is a perfect example of the grift.
Identity Attack0.04306607
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Profanity0.019348921
Threat0.007262398
Severe Toxicity0.0028800964
Low Tox 0.20149297 Constructive 0.542 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Wow that’s not Canada… that’s India😱😱😱 that church is a perfect analogy…
Wow that’s not Canada… that’s India😱😱😱 that church is a perfect analogy…
Identity Attack0.19693321
Insult0.047349896
Profanity0.01887069
Threat0.006420923
Severe Toxicity0.005569458
Low Tox 0.1991664 Low Con 0.238
Sep 19, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
Just so you are aware, having that knife is perfectly legal. However if the reason you have it is for self defense that's illegal in commie canada.
Just so you are aware, having that knife is perfectly legal. However if the reason you have it is for self defense that's illegal in commie canada.
Identity Attack0.08583717
Insult0.058475737
Profanity0.018392462
Threat0.06432246
Severe Toxicity0.006904602
Low Tox 0.18649188 Moderate Con 0.349 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
That blond woman at the start stated it perfectly.
That blond woman at the start stated it perfectly.
Identity Attack0.12208464
Insult0.06634661
Profanity0.04216301
Threat0.008129764
Severe Toxicity0.0048828125
Low Tox 0.18079062 Moderate Con 0.425 Meta_Commentary
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
She’s the perfect lieberal… in it for the money, unable or unwilling to give a straight answer and obviously spends her time on anything but learning the ins and outs of her portfolio. ⚡️
She’s the perfect lieberal… in it for the money, unable or unwilling to give a straight answer and obviously spends her time on anything but learning the ins and outs of her portfolio. ⚡️
Identity Attack0.008620501
Insult0.08030447
Profanity0.013507691
Threat0.0061425893
Severe Toxicity0.0016212463
Low Tox 0.1537979 Low Con 0.151 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 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.