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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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Economic Argument
1,276 comments
Like a chihuahua barking at a pit bull. Kind of funny to watch. The US is 40% of Canada’s GDP. They are 2.7% of ours. Guess who this hurts more.
Like a chihuahua barking at a pit bull. Kind of funny to watch. The US is 40% of Canada’s GDP. They are 2.7% of ours. Guess who this hurts more.
Uses GDP comparison between US and Canada to argue economic impact asymmetry, framed through comparative economic metrics.
@ChuckNorriz1122
Mar 4, 2025
Canada imports food from the US. So 25% tariffs on that food will hit Canadians big time. And there is no other place to get that food. I am afraid Trudeau is standing on glass …
Canada imports food from the US. So 25% tariffs on that food will hit Canadians big time. And there is no other place to get that food. I am afraid Trudeau is standing on glass legs.
Discusses tariff impacts on food prices and supply chains, expressing economic concern about consequences for Canadians.
@dudedujmovic6562
Mar 4, 2025
We have been getting more investment in American jobs than we’ve had in decades all thanks to this policy! I’m thankful that we have a president that puts us and our people first! We’ve had …
We have been getting more investment in American jobs than we’ve had in decades all thanks to this policy! I’m thankful that we have a president that puts us and our people first! We’ve had over a trillion dollars of investment in America and American jobs just in two months!
Argues that current policy has generated positive economic outcomes (investment and jobs) for America.
Economic Argument
0.85
@jtmartin8445
Mar 4, 2025
Prices just went up 50 cents on every dollar
Prices just went up 50 cents on every dollar
Brief statement about price inflation, likely attributing it to tariffs or trade policy discussed in the video.
Economic Argument
0.85
@IveraHerring
Mar 4, 2025
The US needs to be self sufficient and produce our own products \nWe need to bring manufacturing back to our country \nWe can produce the materials to manufacture in the USA \nWe need to see …
The US needs to be self sufficient and produce our own products \nWe need to bring manufacturing back to our country \nWe can produce the materials to manufacture in the USA \nWe need to see the future for USA \nTo many factories have been shut down
Focuses on manufacturing, production, and economic self-sufficiency while implicitly urging policy change toward domestic production.
@carmenoptionone
Mar 4, 2025
Canada needs the United States more than we need the Canadians. They have a 200 billion trade deficit with the US and just about everything we get from Canada, we can produce right here in …
Canada needs the United States more than we need the Canadians. They have a 200 billion trade deficit with the US and just about everything we get from Canada, we can produce right here in our country. Energy, lumber, produce etc.\nThere might be a little discomfort in the beginning but a year from now America will be better off.
Focuses on trade deficits, economic self-sufficiency, and comparative economic advantage between US and Canada.
@andrewmiska
Mar 4, 2025
presumably the earnings from the Canadian import taxes can be given directly to the business that export to the US to offset their 25% :D
presumably the earnings from the Canadian import taxes can be given directly to the business that export to the US to offset their 25% :D
Proposes an economic policy solution involving tariff revenue redistribution to offset trade impacts.
Economic Argument
0.85
@AndreasLianos
Mar 4, 2025
Trump is NOT starting a trade war. He is equalizing the playing field. Canada was already imposing a 25% tariff on the US unfairly. Now they are charging 50% tariffs. Not fair at all!
Trump is NOT starting a trade war. He is equalizing the playing field. Canada was already imposing a 25% tariff on the US unfairly. Now they are charging 50% tariffs. Not fair at all!
Focuses on tariff rates and trade fairness, presenting economic arguments about tariff levels and their justification.
@aerodave1
Mar 4, 2025
I’m in Seattle and have a vacation home in British Columbia so go there often while renting out other days to other people. Wonder how the tariffs gonna affect this. For example if certain things …
I’m in Seattle and have a vacation home in British Columbia so go there often while renting out other days to other people. Wonder how the tariffs gonna affect this. For example if certain things need to be remodeled in my pad over in BC I usually order from suppliers in USA near the border since I use them for my home in Seattle too. I’m guessing it might get taxed now. Not sure how it will play out. I do know that initially tariffs gonna effect lot of people but do believe in general it will get economy better. I recently saw that Mexico been adding tariffs for years for certain USA goods (for example appliances purchased in usa from Mexico will cost another 27% etc) and it’s time for USA do similar things. Just hoping my burrito cost doesn’t keep going up. Was around 8$ several years back and now it’s 14$ in Seattle ?
First-person account of how tariffs may affect personal business and property, with broader economic analysis and price inflation concerns.
@SeoulToSeattle
Mar 4, 2025
The price of hockey equipment just went through the roof thanks, Trump
The price of hockey equipment just went through the roof thanks, Trump
Cites specific economic consequence (price increase in hockey equipment) resulting from trade policy, illustrating economic impact argument.
Economic Argument
0.85
Mar 4, 2025
While I acknowledge that the way Trump and Vance addressed Zelensky could have been more diplomatic, as an American , I cannot justify allocating $360 billion of our tax funds towards resolving another counties war—especially …
While I acknowledge that the way Trump and Vance addressed Zelensky could have been more diplomatic, as an American , I cannot justify allocating $360 billion of our tax funds towards resolving another counties war—especially when only half of that amount has been accounted for, and the other half remains untracked. Let that point sink in! The US is currently in $33 Trillion dolars in debt yet giving away money like candy . No other country is contributing money like we are . We simply do not have the resources to continue doing that . Our financial situation is worsening as we print more money to allocate toward other countries. Furthermore, 7% of the $33 trillion of the US debt is owed by other countries , including China . Our funds need to be utilized for our own benefit before being given away. We have veterans on the streets, the elderly suffering because SS isn't covering their basic needs , school system thatvis failing , health insurance unaffordable by most. We need to fix our own issues. We need to feed our own kids before we feed the neighbors, not the other way around.
Extended argument focused on US debt, budget allocation priorities, and domestic economic needs versus foreign aid spending.
@l.a.a3682
Mar 4, 2025
Trump tariffs pressure companies to build manufacturing in America to avoid tariffs and sell goods in America. It brings jobs vack to America. I cant find any other way to bring manufacturing back to America. …
Trump tariffs pressure companies to build manufacturing in America to avoid tariffs and sell goods in America. It brings jobs vack to America. I cant find any other way to bring manufacturing back to America. People need jobs in America but corporate america only cared about their profits.
Focuses on tariffs, manufacturing jobs, and corporate profit motives as economic mechanisms and policy solutions.
@tomlewis9776
Mar 4, 2025
No matter what the political view one have. Tariffs Hurt the most disadvantage the most. All the rising of prices create more crime!
No matter what the political view one have. Tariffs Hurt the most disadvantage the most. All the rising of prices create more crime!
Argues that tariffs disproportionately harm vulnerable populations and increase crime through price inflation.
@rubenlopez5433
Mar 4, 2025
Didn't touch on the prices of goods coming across the border into the US. Get a grip Frenchie, you're ripping us off, that's the reason for the tariffs, bozo! Come on mention the outrageous prices …
Didn't touch on the prices of goods coming across the border into the US. Get a grip Frenchie, you're ripping us off, that's the reason for the tariffs, bozo! Come on mention the outrageous prices on the goods we get from your country.
Focuses on pricing and trade economics as justification for tariffs, criticizing Canadian goods pricing.
@samwestover9953
Mar 4, 2025
Remember tariffs don’t raise prices, the greedy corrupt corporations do this. If they would absorb them which they are financially able to but choose not to, it would be fine and no scary sensationalism
Remember tariffs don’t raise prices, the greedy corrupt corporations do this. If they would absorb them which they are financially able to but choose not to, it would be fine and no scary sensationalism
Discussion of tariff economics and corporate profit margins, arguing corporations bear responsibility for price increases.
Economic Argument
0.85
@Ssjgnolan
Mar 4, 2025
Congrats to all you who thought Trump would somehow not fumble this. Max pain incoming for so many not just in the US, but the world!
Congrats to all you who thought Trump would somehow not fumble this. Max pain incoming for so many not just in the US, but the world!
Warns of severe economic consequences ('max pain') from Trump's tariff policy affecting multiple countries.
@bluetoughguy
Mar 4, 2025
This only gonna hurt the working people, how does this help anyone . It only benefits the government
This only gonna hurt the working people, how does this help anyone . It only benefits the government
Focuses on economic impact on working people and questions the distributional benefits of tariff policy.
@fr3shJ
Mar 4, 2025
We have a president who cares abour the economic state of our country and the morale of its blue collar worker. Our country has been ripped off by people abroad and internally. This is pressure …
We have a president who cares abour the economic state of our country and the morale of its blue collar worker. Our country has been ripped off by people abroad and internally. This is pressure on all governments we do business with for equal trade. We are forcing countries to become more self reliant. Each country needs to become the greatest version of itself unfettered by people dictating laws that enrich themselves at the behest of its citizens. We elected trump to tear down the old, fix the waste, weed out the greedy players taht dish out our money and get kickbacks. Thats all. America is about to become super self reliant and bring back an early 1900s boom. We can no longer be the piggy bank of the world.
Focuses on economic grievances, trade imbalances, and the need for self-reliance, framed as justification for Trump's policies.
@joshuabrown7289
Mar 4, 2025
You’re damn right the citizens in Canada are going to feel the pain. Your family must had better realize this and set aside your carbon tax for April so we the Canadians are not only …
You’re damn right the citizens in Canada are going to feel the pain. Your family must had better realize this and set aside your carbon tax for April so we the Canadians are not only going to suffer from the tarrifs but an increase in our taxes. We do not make the kind of money, benefits, pension that all of parliament enjoy and can weather through this.
Discussion of economic hardship from tariffs and carbon tax on ordinary Canadians versus wealthy parliamentarians, critiquing government policy.
@ilonaferrari1339
Mar 4, 2025
As an American who lives on the Michigan/Canadian border, this WILL have a serious negative effect on small business. Including my carpentry shop that relies on multiple shipments from Canada per week.
As an American who lives on the Michigan/Canadian border, this WILL have a serious negative effect on small business. Including my carpentry shop that relies on multiple shipments from Canada per week.
Commenter shares personal business experience while arguing that tariffs will negatively impact small business economics.
@PCPAyLOAD
Mar 4, 2025
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Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
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Classified by Claude Haiku (Anthropic)
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