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Discourse Analysis

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 173 of 299
Im sorry but i gotta say i do not agree with our government and president never have ever since 2016. Looks like i never will too since our people are so invested in teams and …
Im sorry but i gotta say i do not agree with our government and president never have ever since 2016. Looks like i never will too since our people are so invested in teams and the propaganda spewed from both sides that actual issues get muddied.
Personal expression of disagreement with government since 2016, critiquing both sides' propaganda and muddying of actual policy issues.
@cjnelstein-beddingfield1738 Mar 4, 2025
Still dont like Trudeau. He is the problem as trump doesn't like him. We need a new pm and this should go away. This is the time for Trudeau to get rid of the carbon …
Still dont like Trudeau. He is the problem as trump doesn't like him. We need a new pm and this should go away. This is the time for Trudeau to get rid of the carbon tax.
Criticizes Trudeau's leadership and specific policies (carbon tax) while implicitly calling for political change.
@earth_worm_sally25 Mar 4, 2025
Great speech Mr Trudeau and shame on our Felon Con Trump for those tarrifs that are only going to hurt our country and the people. The derranged Trump is looking out only for himself and …
Great speech Mr Trudeau and shame on our Felon Con Trump for those tarrifs that are only going to hurt our country and the people. The derranged Trump is looking out only for himself and his Billionaire cronies who donate to his campaigns ! The Donald Con Trump thinks he is still in the Apprentice. Poor fool?
Praises Trudeau while criticizing Trump's tariffs and policies as harmful to the country and serving only wealthy interests.
@MariaLourdesHensle Mar 4, 2025
The prime minister should not call Trump a very smart person, but what he is in fact. A dump, arrogant, egocentric criminal. His constant lies need to be exposed and publically corrected. Maybe if enough …
The prime minister should not call Trump a very smart person, but what he is in fact. A dump, arrogant, egocentric criminal. His constant lies need to be exposed and publically corrected. Maybe if enough people do this publically it will drive Trump so crazy and he will react so crazy, that even his most loyal minions will realize they will need to get rid of him!
Criticizes the PM's diplomatic approach to Trump and calls for public correction of lies, blending policy critique with action urging.
@kai-uweoch1159 Mar 4, 2025
Guess he should have stepped up and took care of that border patrol like he should have. Purposely makes the Canadian middle class work harder just for his vacations
Guess he should have stepped up and took care of that border patrol like he should have. Purposely makes the Canadian middle class work harder just for his vacations
Criticizes Trudeau's border management and spending priorities, with economic impact on middle class as justification.
@justinedwards6073 Mar 4, 2025
I am a true Patriot of Canada, but we have been living on boral time when it comes to our defense systems, including the borders. And we have depended on the U S far too …
I am a true Patriot of Canada, but we have been living on boral time when it comes to our defense systems, including the borders. And we have depended on the U S far too long, and for that I blame the Canadian government. The Trudeau/liberals said they were going to fix it well here we are unprepared now here we are 10 years later. We need an election right now. Canadians cannot afford to wait any longer, the people need to pick the time, and that's now.
Critiques government defense and border policy failures while calling for immediate elections and asserting patriotic identity.
@plumbingguy4u Mar 4, 2025
?I am confused I thought he stepped down for embarrassing Canada. He is weak and can not run a country especially Canada—?complete idiot
?I am confused I thought he stepped down for embarrassing Canada. He is weak and can not run a country especially Canada—?complete idiot
Criticizes leadership competence and governance capability, with identity framing about national representation.
@ziruk-king4466 Mar 4, 2025
Canada is great and should look for better trading partners.
Canada is great and should look for better trading partners.
Advocates for Canada to pursue alternative trade partnerships, critiquing current policy direction.
@frugalway Mar 4, 2025
Fuck that prime minister. Don't you think it's about time. He stops trying to act like he's a good leader he already resigned for a reason.
Fuck that prime minister. Don't you think it's about time. He stops trying to act like he's a good leader he already resigned for a reason.
Criticism of Trudeau's leadership competence and reference to his resignation, questioning his legitimacy as a leader.
@justinedwards6073 Mar 4, 2025
I disagree. We survived off tariffs prior to being taxed
I disagree. We survived off tariffs prior to being taxed
Disagrees with current tax policy by referencing historical tariff-based economic systems as an alternative approach.
@TheSharkman336 Mar 4, 2025
Can we get a real leader in Canada? \n\nThey will be back at the negotiating table soon enough.
Can we get a real leader in Canada? \n\nThey will be back at the negotiating table soon enough.
Criticizes current Canadian leadership and implicitly calls for better negotiating leadership.
@_cloudiiskxy_158 Mar 4, 2025
Wow this Trump administration is as bad as expected smh Living up to the dread warned
Wow this Trump administration is as bad as expected smh Living up to the dread warned
Criticizes the Trump administration's performance as meeting negative expectations, expressing disapproval of governance.
@ehi80 Mar 4, 2025
President Trump want the best for the American people. President Trump wants Canada to secure their borders stop drugs coming over the border. That 5.5 thousand miles long I’m sure these holes in that line. …
President Trump want the best for the American people. President Trump wants Canada to secure their borders stop drugs coming over the border. That 5.5 thousand miles long I’m sure these holes in that line. President Trump wants everyone to start paying their share. Canada needs to know they need us more than United States needs them.
Critiques Canada's border security and economic relationship with US, advocates for policy changes.
@enliam3849 Mar 4, 2025
Canada has been ripping United States for many years. And Trudeau is a crooked politician
Canada has been ripping United States for many years. And Trudeau is a crooked politician
Criticizes Canada's economic policies and Trudeau's political integrity.
@MrWhiskeyWhiskers Mar 4, 2025
The world knows Trudeau is a joke. Now he is trying to push his propaganda on Canadians and the wolf
The world knows Trudeau is a joke. Now he is trying to push his propaganda on Canadians and the wolf
Dismisses Trudeau's credibility and accuses him of propaganda, combining personal attack with policy criticism.
@SandsTimeDiscoBiscuitShow Mar 4, 2025
Why is Trump making America look bad. We are screwed
Why is Trump making America look bad. We are screwed
Criticizes Trump's policies for damaging America's reputation and expresses anxiety about national consequences.
@bertha8893 Mar 4, 2025
The US cannot fight the world. These are treating partners and friends. Trump is evil.
The US cannot fight the world. These are treating partners and friends. Trump is evil.
Critiques Trump's approach to international relations as unsustainable and morally wrong, characterizing him as evil.
@DonaldJohnson-zn1qw Mar 4, 2025
The same person who blocks peoples bank accounts talking about familys suffering! Less than half an ounce of fentnol siezed he says,So thats its getting through in high numbers!
The same person who blocks peoples bank accounts talking about familys suffering! Less than half an ounce of fentnol siezed he says,So thats its getting through in high numbers!
Criticizes Trudeau's policies (bank account freezing) while making a specific factual claim about fentanyl seizures without evidence.
@nineteen-sixty-nine9373 Mar 4, 2025
“Let that make sense.” None of this makes any sense. WTF is wrong with our neighbor? Why haven’t the people who have the power to stop this insanity doing nothing?
“Let that make sense.” None of this makes any sense. WTF is wrong with our neighbor? Why haven’t the people who have the power to stop this insanity doing nothing?
Expresses frustration with political decisions and calls out inaction by those in power to address perceived problems.
@Patrick-h9q1v Mar 4, 2025
Our country is screwed thanks to the complete dumb ass in charge. Let's align ourselves with our enemies and start shit with our friends. Brilliant... WTF
Our country is screwed thanks to the complete dumb ass in charge. Let's align ourselves with our enemies and start shit with our friends. Brilliant... WTF
Harsh criticism of government leadership and foreign policy decisions, with underlying anxiety about national direction.
@marj1st 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)