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Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 30 of 299
Trudeau broke it !
Trudeau broke it !
Blames the Prime Minister for immigration policy failures, a direct critique of government leadership and policy.
zeniehudson7098 Feb 24, 2026
I wish Canada would serious about their border!
I wish Canada would serious about their border!
Criticizes Canadian government's border policy as insufficiently strict, calling for stronger enforcement.
thomaselliott9485 Dec 8, 2025
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
Criticizes unfair immigration policy practices that disadvantage skilled workers seeking permanent residency.
BRUSEMISSIONTRAVEL Nov 24, 2025
Shut that website down we don't need anymore we need to help our own
Shut that website down we don't need anymore we need to help our own
Criticizes immigration policy and calls for prioritizing domestic citizens over immigration programs.
makingityummilli1976 Nov 24, 2025
Ce sont les politiques de Trudeau qui ont mis le Québec dans la 💩.
Ce sont les politiques de Trudeau qui ont mis le Québec dans la 💩.
Criticizes Trudeau's policies as responsible for Quebec's problems, attributing blame to federal government decisions.
denlec6455 Nov 21, 2025
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Primarily critiques Canadian immigration policy and the point system as too lenient, with embedded unverified claims about fake universities and agent scams, plus comparative framing about historical immigration patterns.
dishanthakur8570 Dec 3, 2025
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Criticizes government policies on military recruitment and accuses leadership of authoritarian governance without democratic consultation.
carleyhamilton9947 Feb 27, 2026
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their …
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their cases and their unfair treatment with their files, and it is a big dilemma. I hope that the government of Canada forms a fair community and ask them to audit the immigration ministry, and they will find huge corruption.
Criticizes immigration ministry procedures and treatment of immigrants, calling for government audit and reform due to alleged corruption and unfair practices.
makradi Nov 25, 2025
How did this clown get the job
How did this clown get the job
Dismissive criticism of a government official's competence and fitness for their position.
louiskwaku8879 Feb 27, 2026
Liberals are very adept at breaking things that already work well.
Liberals are very adept at breaking things that already work well.
Commenter criticizes the Liberal government's handling of policy, suggesting they damage existing systems.
xcskiguy1739 Feb 27, 2026
Still 45k too much…
Still 45k too much…
Expresses opposition to immigration numbers, suggesting even the stated figure is too high, critiquing immigration policy volume.
Pkle_Rick Dec 6, 2025
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, Costa Rica and the issues it causes for the locals who cant afford their rent anymore? Why not investigate what really happened to our food prices when the tariffs were implemented? Or how corporate profits are at all time highs when the middle class is struggling. Or maybe expose the real data behind the ICE arrests and how 70%+ of those being captured/deported have never committed a crime in the US… His videos re-enforce a narrative that is incredibly toxic and dangerous for the United States and world as a whole. Let me set this straight, immigration isn’t inherently a bad thing, people of color aren’t the only ones that do wrong things, do your own independent research and stop watching this guys videos.
Critiques the channel's investigative approach as biased and selective, while arguing for ethical fairness in coverage and defending immigration as not inherently problematic.
RyanCohn Jan 27, 2026
This government could not manage a 2 car funeral
This government could not manage a 2 car funeral
Dismissive criticism of government competence and management ability.
MikeSweetland-1 Feb 27, 2026
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
Expresses pessimism about government's ability to solve problems caused by Liberal incompetence, combining policy critique with hopelessness.
user-fe6km7gw8m Feb 27, 2026
MANDITORY FINGER PRINTING!!!!!!?? WHATTT!!!??!?! IM NOT A CRIMINAL!!!!
MANDITORY FINGER PRINTING!!!!!!?? WHATTT!!!??!?! IM NOT A CRIMINAL!!!!
Criticizes mandatory fingerprinting policy as unjust treatment, framing it as criminalizing innocent people.
trainingaccount4862 Dec 8, 2025
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
Criticizes government policy on immigration and welfare, with explicit calls to remove undocumented immigrants and halt immigration.
NoOne-ze7fv Feb 27, 2026
We are letting too many sneak in so can you blame them?
We are letting too many sneak in so can you blame them?
Criticizes immigration policy as too permissive while implying security/control concerns about unauthorized entry.
Trumpwonandyouknowsit Dec 10, 2025
Broken ? Our Liberal government is dysfunctional, honestly , why would anyone expect anything other than broken .
Broken ? Our Liberal government is dysfunctional, honestly , why would anyone expect anything other than broken .
Criticizes government functionality and competence, attributing systemic problems to Liberal leadership.
mindyjeffries6648 Feb 27, 2026
Lieberals ruined Canada….
Lieberals ruined Canada….
Blames a political party for national decline, combining partisan criticism with implicit identity-based framing about who belongs in Canada.
noblewarrior4776 Feb 27, 2026
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Blends lived experience with sustained critique of Canadian leadership and specific policy (Century Initiative), arguing policy-makers are misusing immigration.
patrickmoan4086 Dec 16, 2025
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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)