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

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of 487,977 total
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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 143 of 299
How dare our president and his cronies blame Canada for the US drug addicts demand for drugs from our southern borders. All the drug cartels in Mexico. Central America and South America would not be …
How dare our president and his cronies blame Canada for the US drug addicts demand for drugs from our southern borders. All the drug cartels in Mexico. Central America and South America would not be smuggling their drugs to the United States of America if there isn't a demand for it. Suddenly, it's Canadians fault?!
Critiques Trump administration's blame of Canada for drug trafficking, arguing the root cause is US demand and Latin American supply.
@deefraser1324 Mar 4, 2025
So, why is he smiling? And why did he control the border too less and too late?
So, why is he smiling? And why did he control the border too less and too late?
The commenter questions Trudeau's border control decisions and demeanor, framing it as a critique of government policy execution.
@76tfdtr4r5 Mar 4, 2025
Canada has a very important “CARD” in the table. Invite China to be your business partner and invest heavily in your country and you won’t suffer anything because China is a super power too. Just …
Canada has a very important “CARD” in the table. Invite China to be your business partner and invest heavily in your country and you won’t suffer anything because China is a super power too. Just change direction, it doesn’t matter where the wealth comes as long as you are working in partnership. China China China! That is a language Trump really understand. If you don’t do that then these tariffs will harm your people so don’t let that happen. Invite CHINA now! As much as I don’t like China I wouldn’t think I’d be watching this nonsense and bully behavior from our president.
Advises Canada to partner with China as economic strategy to counter Trump's tariffs, framing as policy recommendation.
@CHRO_KO Mar 4, 2025
This MF will not resign
This MF will not resign
Criticism of a political figure's refusal to resign, expressing disapproval of their continued tenure.
@moeinial Mar 4, 2025
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Criticizes RCMP competence and calls for voting against Liberal government, combining institutional critique with electoral messaging.
johnm.6349 Feb 26, 2026
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
First-person account from Indian woman critiquing selective immigration policies that favor uneducated workers over qualified professionals; argues for merit-based selection.
LalaLala-n3j2y Jan 27, 2026
Thanks to the Canadian Government. They should be ashamed of themselves.
Thanks to the Canadian Government. They should be ashamed of themselves.
Expresses criticism of Canadian Government policy decisions regarding immigration, with moral disapproval implied.
D37fit Dec 14, 2025
This is what happens when you elect a convicted felon TV personality who don't understand how economies work. I'm a sane American and I stand with Canada and Mexico.
This is what happens when you elect a convicted felon TV personality who don't understand how economies work. I'm a sane American and I stand with Canada and Mexico.
Critiques Trump's qualifications and economic understanding while expressing support for Canada and Mexico as allies.
@DrDoomFate Mar 4, 2025
Polar opposite of our entitled little man-baby, Trump. This is what we get for (somehow) voting tRUMP into power AGAIN. Blows my mind.
Polar opposite of our entitled little man-baby, Trump. This is what we get for (somehow) voting tRUMP into power AGAIN. Blows my mind.
Critiques Trump's leadership while asserting Canadian identity and expressing regret about US political choices.
@JustinRampage Mar 4, 2025
Reasonable!!!????? Yeah, just like when you froze the truck driver's accounts for some bullshit? When you threaten Nuclear against us?! Canada is a weak country that would be taken in the blink of an eye …
Reasonable!!!????? Yeah, just like when you froze the truck driver's accounts for some bullshit? When you threaten Nuclear against us?! Canada is a weak country that would be taken in the blink of an eye if we allowed it. ? Canada
Criticism of past government actions (account freezing, nuclear threats) combined with expressions of national vulnerability and security concerns.
@BrandedBell Mar 4, 2025
Say it with me reciprocal it means you charge us we charge you
Say it with me reciprocal it means you charge us we charge you
Explains and emphasizes a policy concept (reciprocal tariffs) as a response to trade dynamics.
@SmithsoniamGeneticsO-HIGH-O Mar 4, 2025
Why is carnage carney and truedumb letting this happen?
Why is carnage carney and truedumb letting this happen?
Criticizes government leaders for allowing a problematic situation to occur, using derogatory nicknames.
tomcross6819 Aug 25, 2025
Hilarious. An anti democratic leader who has proven to be Pegasus the most single awful Canadian leader. \n\nYou're not polite... you called your own people Nazi's.\n\nLiterally had no idea what he is doing.
Hilarious. An anti democratic leader who has proven to be Pegasus the most single awful Canadian leader. \n\nYou're not polite... you called your own people Nazi's.\n\nLiterally had no idea what he is doing.
Criticizes Canadian leadership as anti-democratic and incompetent, with moral condemnation of their actions.
@hartleyhare251 Mar 4, 2025
trump stated yesterday he was implementing tariffs because canada is stealing americann jobs and americas money. nothing about drugs. its not about that. he just wants to destroy everyone elses economy. he is destruction
trump stated yesterday he was implementing tariffs because canada is stealing americann jobs and americas money. nothing about drugs. its not about that. he just wants to destroy everyone elses economy. he is destruction
Critique of Trump's tariff policy as economically destructive, with moral judgment about his intentions.
@jamiefinlayson7640 Mar 4, 2025
Trudeau is an idiot if he thinks Trump will back down. Did you know that Canada implemented 250% tariffs on Dairy products a few years ago? So, it's no wonder that Trump issued these tariffs. …
Trudeau is an idiot if he thinks Trump will back down. Did you know that Canada implemented 250% tariffs on Dairy products a few years ago? So, it's no wonder that Trump issued these tariffs. Go Trump.
Criticism of Trudeau's negotiating strategy combined with a specific factual claim about Canadian dairy tariffs presented without evidence.
@YouTubular1234 Mar 4, 2025
The stock market IS NOT the economy! Good grief. This comment is to the yacking pundits after the Trudeau statements.
The stock market IS NOT the economy! Good grief. This comment is to the yacking pundits after the Trudeau statements.
Critiques economic analysis by pundits, arguing stock market is not a true measure of economic health.
@GaryWardatCoastalBliss Mar 4, 2025
This is like interviewing an arsonist about fire - international students shouldn't expect to stay, they come for an education
This is like interviewing an arsonist about fire - international students shouldn't expect to stay, they come for an education
Sarcastic critique of international student policy using a metaphorical comparison to frame the issue.
InvisibleHotdog Jan 24, 2026
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Criticizes Ontario voters' electoral choices regarding Liberal governance, implying dissatisfaction with immigration-related policies.
sashastrong9995 Oct 5, 2025
Everybody can see these tariffs as a problem except for republicans ?
Everybody can see these tariffs as a problem except for republicans ?
Critiques tariff policy by suggesting Republicans uniquely fail to recognize it as problematic.
@SedgwickMcAlaster Mar 4, 2025
If you acted as a leader of Canada, instead of focusing on destroying Canada's economy, and you allowing millions of illegal immigrants so they can vote for you, none of this would have happened. You …
If you acted as a leader of Canada, instead of focusing on destroying Canada's economy, and you allowing millions of illegal immigrants so they can vote for you, none of this would have happened. You better find the way to work it out with Trump because Canada has a lot more to loose.
Criticizes Canadian leadership and immigration policy while making unsubstantiated claims about immigrants voting illegally.
@galex1008 Mar 4, 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)