Research Tools
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
Just another way to jack up prices of products and goods in north america. Good bye middle class
Just another way to jack up prices of products and goods in north america. Good bye middle class
Argues that policy will increase prices and harm the middle class economically.
@tamcevoy
Mar 4, 2025
You’re on your own Canada. You’ve been getting a free ride because of American tax dollars, and you do NOTHING for the US. The Bank of America is now CLOSED!!! We’ve been carrying you for …
You’re on your own Canada. You’ve been getting a free ride because of American tax dollars, and you do NOTHING for the US. The Bank of America is now CLOSED!!! We’ve been carrying you for almost 100 years!! It’s over. Spare us your Canadian BS.
Argues that Canada has economically benefited unfairly from the US and should be self-sufficient, framed as an economic grievance.
@Burzurk1987
Mar 4, 2025
Just pay your own way
Just pay your own way
Brief statement asserting Canada should be financially independent, reflecting economic self-sufficiency argument.
@frankloar8137
Mar 4, 2025
Donald Trump is getting us into more trouble than he’s worth, ? I already need overtime just to keep up with the economy and bills. Food is already high, I hope Canada is not responsible …
Donald Trump is getting us into more trouble than he’s worth, ? I already need overtime just to keep up with the economy and bills. Food is already high, I hope Canada is not responsible for the cost of eggs.
Expresses concern about economic hardship caused by Trump's policies, citing personal financial strain and food costs.
@augustdelacreme
Mar 4, 2025
Can someone please tell Trump Canada is our friend. They have given lives in our wars. They are going to find other customers for their oil while our auto industry will be trashed. They will …
Can someone please tell Trump Canada is our friend. They have given lives in our wars. They are going to find other customers for their oil while our auto industry will be trashed. They will find other countries to buy their lumber while the cost of building American homes soars. It will be easy for Canada, Mexico and China to come out ahead in this trade war. Trump’s understanding of economics and international trade is at the sixth grade level- and not a very bright sixth grader. Finally where is Trumps plan to protect American families and workers? Where is the national resolve to work together to get through this?
Focuses on economic consequences of trade war (oil markets, auto industry, lumber prices, housing costs, 401k impacts) and critiques Trump's economic competence and trade understanding.
@righteousisthelord180
Mar 4, 2025
The consumers always pay for it.Tarffis only enrich the rich
The consumers always pay for it.Tarffis only enrich the rich
Argues that tariffs harm consumers while benefiting the wealthy, focusing on economic distribution impacts.
Economic Argument
0.85
@judaslovesjesus1530
Mar 4, 2025
They cant put chains on peoples hands they chain people up with debt and brake peoples backs with f k n taxes. They dont realize if you give more people spend more because they want …
They cant put chains on peoples hands they chain people up with debt and brake peoples backs with f k n taxes. They dont realize if you give more people spend more because they want to buy things for family and be happy thats how production is. Give and take. Comunist a s s holes.
Argues that taxation and debt burden people, then pivots to economic theory about spending and production, framed as critique of government policy.
@rimoxbrikha6558
Mar 4, 2025
I'm planning to buy Ford Escape I changed my mind to Toyota Rav4..
I'm planning to buy Ford Escape I changed my mind to Toyota Rav4..
Describes a consumer purchasing decision influenced by economic or trade considerations.
Economic Argument
0.85
@donzkietv168
Mar 4, 2025
Thats how we get manufacturing in the U. S. Dummy. You start a trade war and we build manufacturing that puts you out of business. Thanks. You fell right into that
Thats how we get manufacturing in the U. S. Dummy. You start a trade war and we build manufacturing that puts you out of business. Thanks. You fell right into that
Argues trade war strategy benefits US manufacturing and disadvantages Canada economically.
@glennmiller5772
Mar 4, 2025
on the other hand, US with tariffs will protect its own borders from imported cheap goods and create local produced companies and products. So, no thanks, i will take the tariffs for American prosperity.
on the other hand, US with tariffs will protect its own borders from imported cheap goods and create local produced companies and products. So, no thanks, i will take the tariffs for American prosperity.
Argues tariffs protect domestic economy and local production, presenting economic rationale for protectionist policy.
Economic Argument
0.85
@VJY3
Mar 4, 2025
I think it is time to use all the unused land to grow our vegetation and any thing else that gets planted to use for the Canadian. We do have the brain and the finances …
I think it is time to use all the unused land to grow our vegetation and any thing else that gets planted to use for the Canadian. We do have the brain and the finances to grow our own fruit even if it takes a couple of years for the plants to produce the vegetation to supply the need. We need to manufacture our own goods. It is only one simple issue we will face but it is one we can handle! Oil, gas, car parts and cars...do it here and get some of the unemployed individuals Living on Provincial Checks off their butts and put them to work. (any that can at all} It might just surprise people at how many would have a reason to get up in the morning and the self confidence they need to get rid of the very thing Trump said was killing US people and stop it from coming in from the US! If we are going to tell it lets tell the truth!.
Proposes economic self-sufficiency through domestic agriculture and manufacturing, addressing unemployment and economic independence.
@lisacromwell2452
Mar 4, 2025
Canada, tell me: What is the difference between an assistant drama teacher and a smart person? A drama teacher will fight a losing battle against an economic giant that doesn't need Canada as much as …
Canada, tell me: What is the difference between an assistant drama teacher and a smart person? A drama teacher will fight a losing battle against an economic giant that doesn't need Canada as much as Canada needs him. For Americans, the high cost of Canadian goods will just make them turn to non-Canadian substitute products; for Canadians, we cannot help but buy US products despite the higher costs because we don't have a lot of alternatives. In the long run, Canada will cave in and become the 51st State. Why don't we skip the hardship part and just go straight to where we become part of an economic giant!
Extended argument about economic asymmetry between Canada and the US, predicting Canada's economic subordination based on trade dynamics.
Mar 4, 2025
dear USA, we are going to find new customers for our raw goods. We most likely will not go back. You are discounting how many raw goods come from Canada
dear USA, we are going to find new customers for our raw goods. We most likely will not go back. You are discounting how many raw goods come from Canada
Focuses on economic leverage through trade relationships and raw goods exports as a strategic response to tariffs.
@louisemason2918
Mar 4, 2025
USA has also implemented a 25% tariff on Australian steel and aluminium, which our industry leaders & politicians are not happy about!
USA has also implemented a 25% tariff on Australian steel and aluminium, which our industry leaders & politicians are not happy about!
Comment reports tariff impacts on Australian industry, comparing how Trump's policies affect different countries economically.
@ExhaustedOwl
Mar 4, 2025
All these years US has a trade deficit of 1 trillion dollars every year. With tariffs we could have recovered 250 billion every year. That is a lot of money. Currently every American owes $110,000 …
All these years US has a trade deficit of 1 trillion dollars every year. With tariffs we could have recovered 250 billion every year. That is a lot of money. Currently every American owes $110,000 because of the accumulated debt of 36.5 trillion.\n\nJustin, how long are we supposed to bend back wards while US has a trade deficit of trillion dollar over the past 20 years. Why cant to you balance the imports and exports so that you don't have to keep taking advantage of USA. CNN did not see the trade deficit every single year for 20 years? what are they talking about? Our news channels have just become political entities rather than looking for the greater good of the Americans. One is for Republicans and others for Democrats - ridiculous. \n\nCanada and Mexico are saying, please stop tariffs, it is going to hurt America. LOL. No it is not. If tariffs were there in 2024, US would have gotten back 15 billion dollar revenue from Canada and Mexico would have paid 46 billion to USA. All this time, this was affecting only Americans and while you are enjoying not paying for your share, you have made US pay by taking loans to pay for the imports increasing our Debt. Yes it has been hurting America for the past 20 years, otherwise how did we accumulate 36.5 trillion debt.\n\nLike Justin said, if Canada can survive while paying 15 billion to USA, of course USA will do fine while collecting the 15 billion from Canada and 46 billion form Mexico. What do you all think that the public is blind?\n\nTo the American Public: Why would we impose tariffs, if that is going to hurt the US. And why are Canada and Mexico shaking in their boots? It would be naive, if you think it is out of their good heart. It had been hurting US for the past 20 years and they did not care. This time it is going to hurt them so all this fuss. The bottom line is that they don't want to pay all the excess that they have been dumping on us while they were benefiting. USA will use the revenue generated (total around 250 billion for 2025 form tariffs) to reduce our tax, make things more affordable, inject in to our own businesses and generate more employment.
Extensive discussion of trade deficits, tariffs, debt accumulation, and economic impact on both countries; critiques current trade policy through economic data.
@jayreddy6887
Mar 4, 2025
Our imports from Canada are like 1% of our GDP, our exports to Canada are close to 20% of Canada’s GDP. Pretty sure the US will be okay.
Our imports from Canada are like 1% of our GDP, our exports to Canada are close to 20% of Canada’s GDP. Pretty sure the US will be okay.
Commenter presents trade statistics and economic dependency arguments comparing US-Canada economic relationships.
@theidahofarmer2597
Mar 4, 2025
USA has been getting f cked trading with Canada and we are tired of paying to protect them while sucking up to the Chinese. ❤
USA has been getting f cked trading with Canada and we are tired of paying to protect them while sucking up to the Chinese. ❤
Frames trade imbalance between USA and Canada as economic burden, comparing relative costs and benefits.
@DarinMullins
Mar 4, 2025
I think the house prices is going to be collapsed
I think the house prices is going to be collapsed
Discusses housing market collapse as an economic concern, relevant to immigration's economic impact debate.
Economic Argument
0.85
Mar 4, 2025
But my cheaper eggs ?
But my cheaper eggs ?
Comment expresses concern about egg prices, a direct economic impact concern related to tariffs or immigration policy.
Economic Argument
0.85
@raulguzman2314
Mar 4, 2025
Canadians, you do understand that anything american we buy will be 25% more expensive, right? Not because of Trump, but because of Trudeau. You apply tariffs on what you import, not export.
Canadians, you do understand that anything american we buy will be 25% more expensive, right? Not because of Trump, but because of Trudeau. You apply tariffs on what you import, not export.
Explains economic impact of tariffs on consumer prices while critiquing misunderstanding of trade policy mechanics and attributing blame to Trudeau.
@tnbproduction
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
Top Channels by Discourse Type
Identity Assertion
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Solidarity
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Fear / Threat
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Meta-Commentary
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Unverified Claim
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Moral Argument
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JamCan
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CTV Your Morning
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Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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