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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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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 239 of 299
This guys a joke, a well spoken puppet… remember Covid.
This guys a joke, a well spoken puppet… remember Covid.
Dismisses Trudeau as a puppet and references COVID without evidence, combining critique with unsubstantiated claim.
@jeremyb1982 Mar 4, 2025
Trump is such an idiot, and so are his followers. They are going to pay for this, not the Canadian government. Despite Trump and his clowns say it's not. Another one of their lies.
Trump is such an idiot, and so are his followers. They are going to pay for this, not the Canadian government. Despite Trump and his clowns say it's not. Another one of their lies.
Criticizes Trump's policies and statements as lies, with an unverified claim about economic consequences, framed as political critique rather than substantive policy analysis.
@michaeldegroot7550 Mar 4, 2025
She answers questions to the best of her abilities just like Garry when Andrew Lawton was asking questions The incompetence is beyond belief
She answers questions to the best of her abilities just like Garry when Andrew Lawton was asking questions The incompetence is beyond belief
Criticizes the competence of officials answering questions, framing it as systemic incompetence in policy implementation.
dougramsey9554 Feb 27, 2026
Ill maks it make sense. The usa cannot fight a 2 prong war. Europe needs to focus on Russia while usa focuses on china. It was proven a year ago that if we fought with …
Ill maks it make sense. The usa cannot fight a 2 prong war. Europe needs to focus on Russia while usa focuses on china. It was proven a year ago that if we fought with both. We would run out of ammo in 2 weeks. We are competing with china now. Not Europe not Canada not mexico. China!
Commenter critiques military/geopolitical strategy, arguing US should prioritize China over European/Canadian concerns.
@sunnybeach4837 Mar 4, 2025
OK for you to sell your shit here but yet you don’t allow us to sell our stuff there piss on you. That’s my opinion. I love Canadians but it has to stop and it’s …
OK for you to sell your shit here but yet you don’t allow us to sell our stuff there piss on you. That’s my opinion. I love Canadians but it has to stop and it’s going to. He is not aligning his self with Russia that is a lie watch what you say\nAnd furthermore, you can speak to the American people all you want. We follow our president and don’t threaten us. You’re on your way out the door anyway we will not forget what you did to the truck driver you’re a political pig.\nyou need are 9:02 money we don’t need yours
Criticism of trade imbalance between US and Canada, combined with nationalist framing and personal attacks on Trudeau.
@markmenz2287 Mar 4, 2025
Good speech, but too late speech unfortunately
Good speech, but too late speech unfortunately
Acknowledges a speech positively but critiques its timing as ineffective or too delayed.
@allincludedworldsbestscena376 Mar 4, 2025
This guy resigned and abandoned his people just like his father. The apple does not fall too far from the tree.
This guy resigned and abandoned his people just like his father. The apple does not fall too far from the tree.
Criticizes a political leader's decision to resign as abandonment, with a personal/family comparison implying broader character critique.
@Namcit Mar 4, 2025
And he wants to help zalinscys with the war... What a dumb ass...
And he wants to help zalinscys with the war... What a dumb ass...
Criticizes a political figure's foreign policy position regarding Ukraine with dismissive language.
@chetd516 Mar 4, 2025
You leftists whining about Trump only have yourselves to blame. You voted for Biden/Harris and thats what your party put forth as the best candidates.\n\nThey failed so bad that the majority of the country went …
You leftists whining about Trump only have yourselves to blame. You voted for Biden/Harris and thats what your party put forth as the best candidates.\n\nThey failed so bad that the majority of the country went with a better choice. Blame your party to put up better candidates next time.
Criticizes Democratic party leadership and candidate selection while asserting partisan identity through blame-assignment.
@picklesandufos7860 Mar 4, 2025
A tariff on every company that donated to his campaign sounds just fine with me.??
A tariff on every company that donated to his campaign sounds just fine with me.??
Proposes a tariff policy as a form of political punishment, expressing approval of economic sanctions.
@spankcraft8912 Mar 4, 2025
Its a wake up call for Canada , self sufficient is the word
Its a wake up call for Canada , self sufficient is the word
Frames Canada's immigration stance as a necessary 'wake up call' emphasizing self-sufficiency, critiquing current policy direction.
@princemushfiq Mar 4, 2025
Donald should just be imposing tarifs on non-allies. Look after your friends and they'll look after you.
Donald should just be imposing tarifs on non-allies. Look after your friends and they'll look after you.
Suggestion for alternative tariff policy based on alliance relationships, offering policy analysis and critique.
@TheCozzie99 Mar 4, 2025
this idiot has 30 days left in office, i hope the new leader of canada has a brain
this idiot has 30 days left in office, i hope the new leader of canada has a brain
Dismisses Trump's leadership while implicitly calling for Canadian leadership to be more competent, with implied hope for better governance.
@jaye6450 Mar 4, 2025
It’s not about fentanyl.
It’s not about fentanyl.
Brief dismissal of the fentanyl justification as the real reason for Trump's actions, implying the stated rationale is false.
@LauraRooney-n1r Mar 4, 2025
Thats why there must not make any deal with Trump, anymore because he's a lier and stabs you in the back after he gets what he wanted, and hes also going to do that with …
Thats why there must not make any deal with Trump, anymore because he's a lier and stabs you in the back after he gets what he wanted, and hes also going to do that with zelenski as soon zelenski is signing a deal......he can't be trusted !!!!!!
Critiques Trump's trustworthiness and advocates against making deals with him, framed as a policy position on international relations.
@KH-tk2yd Mar 4, 2025
We’re was this man the last 9 years??? Maybe give this Country a Military that’s Great!! And give us back our rights to protect and defend ourselves and our country this is what we need …
We’re was this man the last 9 years??? Maybe give this Country a Military that’s Great!! And give us back our rights to protect and defend ourselves and our country this is what we need to stay independent sovereign and ? ?♥️god bless
Criticizes government's military spending and civil liberties policies while implicitly calling for change in priorities.
@jennoneil9632 Mar 4, 2025
Trudeau's words would fall on deaf ears.... Trump only listens to Putin...
Trudeau's words would fall on deaf ears.... Trump only listens to Putin...
Critiques Trump's diplomatic approach and suggests he ignores Canadian positions, comparing leadership styles.
@AnythingJW Mar 4, 2025
They call him antichrist but to me that is crap,trump is the worst president who is making decisions foolishly n American love it bcoz they have no choice,they know they choose the worst person for …
They call him antichrist but to me that is crap,trump is the worst president who is making decisions foolishly n American love it bcoz they have no choice,they know they choose the worst person for leadership,this guy is using his ego n his mind in making decisions,leadership is a think of listening n acting accordance with the majority not by one's will,if one uses his knowledge, his knowledge can never suit the world,the computer is for the world but with people's mind,it is not working on its own.
Criticizes a leader's decision-making approach and argues for leadership based on listening to the majority rather than individual will.
@edwinmahonga4063 Mar 4, 2025
Appeasing Putin is ungrounded and is not helpful in achieving his objective.
Appeasing Putin is ungrounded and is not helpful in achieving his objective.
Commenter critiques a specific policy approach (appeasing Putin) as ineffective and morally problematic for achieving stated objectives.
@shinjiowen2089 Mar 4, 2025
canada has been a joke for decades and will be for another century.
canada has been a joke for decades and will be for another century.
Broad dismissive critique of Canada's governance and institutions over time.
@randdresearch 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
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)