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Discourse Analysis

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
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
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Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 186 of 299
From an assumption that these and future tariffs will positively harm the US economy, just where does Trump go when the shit hits the fan (as it pretty much already has done)? How does he …
From an assumption that these and future tariffs will positively harm the US economy, just where does Trump go when the shit hits the fan (as it pretty much already has done)? How does he row back from the chaos he is causing and has caused. He doesn't retreat easily. I suspect that he will sack key members of his cabinet, effectively blaming them for this shift show, to try to save face. If the GOP ever grew a pair I can see impeachment in the works on the grounds of real and present harm to the US.
Analyzes Trump's tariff policy as economically harmful and predicts negative consequences including cabinet changes and potential impeachment.
@ChrisHunt-q1z Mar 4, 2025
When will we face facts? Everything Trump does seems to hurt us and help our enemies.
When will we face facts? Everything Trump does seems to hurt us and help our enemies.
Critiques Trump's policies as harmful to US interests while benefiting adversaries, expressing concern about consequences.
@caseylynch4001 Mar 4, 2025
Nice going America. Have your egg prices gone down? Do you have a new national healthcare plan that blows the other one away? Do you consider this as more “owning the libs” and is it …
Nice going America. Have your egg prices gone down? Do you have a new national healthcare plan that blows the other one away? Do you consider this as more “owning the libs” and is it worth suffering more for the benefit of the rich? What a clown show.
Sarcastically critiques policy outcomes and questions whether economic harm is justified for ideological gains.
@mikehagmaier3949 Mar 4, 2025
Why would you give 5 billion away just before a25% tariff tax war to another country?? Should have kept for your own when in need!!
Why would you give 5 billion away just before a25% tariff tax war to another country?? Should have kept for your own when in need!!
Criticizes financial decision-making in context of anticipated economic threat from tariffs.
@DonnaGreen-of4cq Mar 4, 2025
Just goes to show doing what Trump asks you to (toughen birder etc) doesnt stop him doing his shit anyway
Just goes to show doing what Trump asks you to (toughen birder etc) doesnt stop him doing his shit anyway
Critiques the ineffectiveness of compliance with demands as a negotiation strategy.
@janparker492 Mar 4, 2025
Canada needs to withdraw from NORAD. We need our defenses at home.
Canada needs to withdraw from NORAD. We need our defenses at home.
Advocates for Canada withdrawing from NORAD, framing it as a policy position based on national defense priorities.
@dragnflye3797 Mar 4, 2025
Before everyone loses their mind over the grandstanding on either side… They should take some time to research the import/export world. If Trudeau thought he had the upper hand in this, he would have dropped …
Before everyone loses their mind over the grandstanding on either side… They should take some time to research the import/export world. If Trudeau thought he had the upper hand in this, he would have dropped the hammer. He doesn’t. The US economy will find a workaround before the 21 days are up, and Canada will have even less of a leg to stand on.
Analyzes trade negotiation dynamics, arguing Canada lacks leverage and the US will find workarounds, critiquing Trudeau's position.
@WC906 Mar 4, 2025
We have a lying Criminal running our country!
We have a lying Criminal running our country!
Criticism of the current government leader and their conduct, framed as a critique of leadership.
@carolevalavane9465 Mar 4, 2025
Trudeau is part of the swamp.\nYou froze the accounts of your own citizens, you are the global elite.\nYou will fail.
Trudeau is part of the swamp.\nYou froze the accounts of your own citizens, you are the global elite.\nYou will fail.
Criticizes Trudeau and government actions (account freezing) as authoritarian, with unsubstantiated conspiracy framing about 'the swamp' and 'global elite.'
@ians713 Mar 4, 2025
Stupid tyrannical sob . Isn't this the same pos who took bank accounts of people donating to truckers protest ? Wow he's as delusional as Newsom
Stupid tyrannical sob . Isn't this the same pos who took bank accounts of people donating to truckers protest ? Wow he's as delusional as Newsom
Criticizes Trudeau's government actions (freezing bank accounts) and character, framing as tyrannical.
@machetealvarez Mar 4, 2025
Why does he feel the need to stroke Trump's ego, calling him a smart man, while condemning his actions. He articulates all the harm and difficulties Trump's actions, and these tariffs will cause, but refuses …
Why does he feel the need to stroke Trump's ego, calling him a smart man, while condemning his actions. He articulates all the harm and difficulties Trump's actions, and these tariffs will cause, but refuses to point to the source of this stupidity directly, and call him out for it.
Critiques the video speaker's approach to discussing Trump's economic policies and tariffs, questioning his rhetorical strategy.
@snicklefritzsnicklefritz5069 Mar 4, 2025
Trump is going to bankrupt America like he did with all his businesses ..
Trump is going to bankrupt America like he did with all his businesses ..
Criticizes Trump's economic management and predicts negative financial consequences.
@Lut852 Mar 4, 2025
Captain fuckin chaos is trumps plan. we are outclassed for real. I took the time to review some of our most recent presidents. The conduct of this POS is really degrading to what we have …
Captain fuckin chaos is trumps plan. we are outclassed for real. I took the time to review some of our most recent presidents. The conduct of this POS is really degrading to what we have tried to become. REALLY SAD no class in this crowd and whats worse they seem to be good with it. WAKE TO FUCK UP. PLEASE
Criticizes Trump's conduct and leadership while expressing alarm about degradation of presidential standards and national values.
@hershelgrice8020 Mar 4, 2025
Trudeau’s a liar. He once said confederates were causing trouble in Canada.\nTrump is trying to broker a peace deal. You have to use diplomacy with Putin.\nCanada always had tariffs on the US. Trump tariffs are …
Trudeau’s a liar. He once said confederates were causing trouble in Canada.\nTrump is trying to broker a peace deal. You have to use diplomacy with Putin.\nCanada always had tariffs on the US. Trump tariffs are for a reason.\nYou should have dropped your tariffs you always had on us.\nBy His own admission He did not increase the number of fentanyl stops.
Criticizes Trudeau's statements and policies on tariffs, fentanyl, and diplomacy, with some unverified factual claims mixed in.
@michaelohara2161 Mar 4, 2025
Everything was working fine until NAFTA swooped in. people forget!
Everything was working fine until NAFTA swooped in. people forget!
Critiques NAFTA policy as causing economic problems, though the causal claim lacks supporting evidence.
@valiente252 Mar 4, 2025
This guy is a joke. The people of Canada don’t even stand behind this guy. Worry about your borders and fentanyl problems.
This guy is a joke. The people of Canada don’t even stand behind this guy. Worry about your borders and fentanyl problems.
Criticism of political leadership combined with claims about public opinion and policy priorities (borders, fentanyl).
@JakeAdams-im7oq Mar 4, 2025
Also, we wouldn’t be here if it weren’t for 12 years of bad government and lack of leadership.
Also, we wouldn’t be here if it weren’t for 12 years of bad government and lack of leadership.
Attributes current situation to 12 years of poor government and weak leadership, critiquing policy and governance.
@sup375 Mar 4, 2025
I think the only way we could have truly avoided this tariff war was to have gotten rid of this guy long ago. We had many chances. No one respects or trusts him. I put …
I think the only way we could have truly avoided this tariff war was to have gotten rid of this guy long ago. We had many chances. No one respects or trusts him. I put the blame on him & Jagmeet.
Criticizes the PM and political leadership for failing to prevent tariff conflict, implying they should have been removed earlier.
@Jabbablink2 Mar 4, 2025
Canada has taken advantage of us for too long - Either play fair, or pay
Canada has taken advantage of us for too long - Either play fair, or pay
Criticizes Canada's trade practices and issues an ultimatum, framing the dispute as unfair policy requiring correction.
@reformed7939 Mar 4, 2025
Trump wants to hear that the Canadian government is going to double its military spending.
Trump wants to hear that the Canadian government is going to double its military spending.
Factual observation about Trump's likely policy demands regarding Canadian military spending.
@tomgibbard1680 Mar 4, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
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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)