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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
Trudeau should be our next Prime Minister...!!! ?\nOur economies are so inter-twined because it WORKS! So many American companies have set-up plants in Canada in order to profit from doing business here. It's not just …
Trudeau should be our next Prime Minister...!!! ?\nOur economies are so inter-twined because it WORKS! So many American companies have set-up plants in Canada in order to profit from doing business here. It's not just products that we MUTUALLY benefit from selling to each other, the US generates significant profits from its many operations in Canada, and those $Billions of dollars in profits that go back to American Investors is not included in the 'Trade Imbalance' that is a justification for the tariffs. With those profits included, I'd bet Canada is the nation with the imbalance not in its favor...
Detailed economic analysis of US-Canada trade relationships, profits, and tariff justifications with data-driven critique.
@garymaclean6903
Mar 4, 2025
Americans will now stop buying Canadian Goods because there is already pressure on groceries, also, products from countries like Australia and Europe will now come flooding into the USA.
Americans will now stop buying Canadian Goods because there is already pressure on groceries, also, products from countries like Australia and Europe will now come flooding into the USA.
Predicts economic consequences of trade tensions including consumer pressure and market shifts between countries.
@bigwickcrypto
Mar 4, 2025
Perhaps it is time for USA citizens to sell their Canadian residential real estate.
Perhaps it is time for USA citizens to sell their Canadian residential real estate.
Suggests real estate divestment strategy based on economic/political concerns about US-Canada relations.
Economic Argument
0.80
@louisemason2918
Mar 4, 2025
Is this guy for real? Doesn't he realize that we don't need Canadian food or Canadian steel or Canadian oil? We do that s*** to help you. We can produce all the natural resources we …
Is this guy for real? Doesn't he realize that we don't need Canadian food or Canadian steel or Canadian oil? We do that s*** to help you. We can produce all the natural resources we need right here, we don't have to import them.
Questions Canada's economic necessity while asserting U.S. self-sufficiency and framing trade as aid.
@stevewarshaw6495
Mar 4, 2025
What is wrong with the American people here disrespecting America by supporting a country who shows nothing but disrespect and contempt to the American people and out Representatives? What is wrong with President Trump wanting …
What is wrong with the American people here disrespecting America by supporting a country who shows nothing but disrespect and contempt to the American people and out Representatives? What is wrong with President Trump wanting things to be fair. Canada has charged the US a 25% tariff for years and that's acceptable I think not. They deserve a 25% tariff from America. Why do some Americans think it's acceptable to give America's hardworking tax dollars away to countries who show nothing but disrespect to United States what is wrong with you guys? America doesn't need to be everybody else's piggy bank we have our own people our own states to take care of own states to take care of.
Focuses on tariff disputes, trade fairness, and economic burden-sharing, with repeated emphasis on protecting American economic interests and taxpayer resources.
@rhondamassella5487
Mar 4, 2025
Products need to be made in CANADA! Please start up factories and farming across Canada for all products. Excuse me…smart is not the word I would use
Products need to be made in CANADA! Please start up factories and farming across Canada for all products. Excuse me…smart is not the word I would use
Advocates for domestic manufacturing and agricultural production as economic policy, with implicit criticism of current approach.
@cathylaycock5598
Mar 4, 2025
Trudeau thinks Canada can survive a trade war? ???. Canada doesn't have anything that the US can't get for itself. Unless they want to start selling snow to the southern states. We help them by …
Trudeau thinks Canada can survive a trade war? ???. Canada doesn't have anything that the US can't get for itself. Unless they want to start selling snow to the southern states. We help them by buying their crap. We dont need it like Canada needs us. We subsidize their economy in more ways than one. And Trudeau is willing to learn that the hard way it looks like.\n\nOh well, Gues Canada Wont have much of a choice but to become the 51st state
Argues Canada's economic dependence on the US and vulnerability in trade war, with implicit threat of absorption.
@boostinman7132
Mar 4, 2025
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an …
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an immigrant with a federally subsidized wage.
Traces historical policy origins to federal subsidies for immigrant workers, using a personal anecdote to illustrate economic displacement.
fila6243
Feb 20, 2026
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Compares resource allocation and healthcare access between immigrants and Canadian citizens, framing as unfair distribution of public services.
wallybartfay56
Feb 24, 2026
How is it a trade war when all countries have the sovereign governments right to tax. Every country will ofcourse look for their own interest first. Looks like Canada is going to have a crash …
How is it a trade war when all countries have the sovereign governments right to tax. Every country will ofcourse look for their own interest first. Looks like Canada is going to have a crash landing economy.
Discusses trade policy, sovereign taxation rights, and predicts negative economic consequences for Canada.
@KevinBala-j2j
Mar 4, 2025
No its simple, you take as much as you sell. Simple financial mathmatics.\nIm sure the US can sustain not having canadian products.\nHere in the uk we dont want your goods if you dint buy ours.
No its simple, you take as much as you sell. Simple financial mathmatics.\nIm sure the US can sustain not having canadian products.\nHere in the uk we dont want your goods if you dint buy ours.
Discusses trade balance and economic sustainability using comparative framing between US, Canada, and UK trade relationships.
@68Red
Mar 4, 2025
Canada literaly could not survive w.o the US. Good luck
Canada literaly could not survive w.o the US. Good luck
Comment asserts Canada's economic dependence on the US, framing the relationship in terms of economic survival.
@jurlinquist
Mar 4, 2025
your farms need the 80% of the pot ash they import they are really going to feel it soon. they wont plant the seed if they cant fertilize properly then theres 60% crude oil imports …
your farms need the 80% of the pot ash they import they are really going to feel it soon. they wont plant the seed if they cant fertilize properly then theres 60% crude oil imports at 10$ a barrel, not anymore and 30% soft lumber. thats just the tip ? for those that are cheering this on still enjoy, trump gave us 30 days and we used that time to sign new deals without you. mexico's president was right 7.5 billion people on this planet outside of the u.s.a. we dont need you we can just go on trading and doing business with each other and move forward without you. BUILD THE WALL BUILD THE WALL, and hurry up about it will ya
Discusses trade dependencies (potash, oil, lumber imports), economic impacts of tariffs, and alternative trading partnerships with detailed economic reasoning.
@canadianbakin1304
Mar 4, 2025
It says okay this is what the American people voted for we stand with Trump we know in the long run it'll work out fair trade that's all we want fair trade not one-sided we're …
It says okay this is what the American people voted for we stand with Trump we know in the long run it'll work out fair trade that's all we want fair trade not one-sided we're tired of getting screwed the taxpayer
Focuses on fair trade, taxpayer burden, and economic grievances as justification for Trump support.
@timholguin7111
Mar 4, 2025
Canada has benefited from the USA for many years — it’s time to step up and contribute. ? Let’s focus on fairness and sharing the responsibility don’t bitch about it pay us.
Canada has benefited from the USA for many years — it’s time to step up and contribute. ? Let’s focus on fairness and sharing the responsibility don’t bitch about it pay us.
Argues that Canada has economically benefited from the USA and should contribute more fairly, framing the issue in terms of economic responsibility and burden-sharing.
@DevilTime247
Mar 4, 2025
I can't bealive how dumb US liberals are, US literally has one of the highest reserve of oil and natural gas, US used to sell oil to Japan, India and many other countries when trump …
I can't bealive how dumb US liberals are, US literally has one of the highest reserve of oil and natural gas, US used to sell oil to Japan, India and many other countries when trump was last time in office but Biden distroyed that by banning the drill. 70% of import from canda to US is oil and natural gas which they don't need they just have to switch on those machines again which they already did and in few weeks they will not just ful fill their own need bul aslo start selling gas to Japan and India as trump promised in last meeting with them, and rest 20% import from Canda is electricity, they used to busy that electricity just to bypass the Paris climate aggrement of having green electricity, biden insted of building green electricity industry he choosed to buy those from Canada and last rest 10% left which is $15billion for economy like US this much money is peanuts and 30% tarrife on that will have nearly no impact.
Detailed analysis of energy trade, tariffs, and economic impact between US and Canada, critiquing Biden's energy policy decisions.
@ankushyadav6814
Mar 4, 2025
"Alberta was calling" because there was a labour shortage. Now it's different. Policies adapt to current needs and future expectations. As a regular person, I just wish my kid could have room for lunch inside …
"Alberta was calling" because there was a labour shortage. Now it's different. Policies adapt to current needs and future expectations. As a regular person, I just wish my kid could have room for lunch inside during school and us don't need to wait weeks to fix broken bone.
I don't care how, just shut up and get it done.
Discusses labor market dynamics and current economic/social pressures (housing, healthcare) while acknowledging policy adaptation to needs.
@chujiang6643
Feb 21, 2026
So you saying closest ally yet we gave 200 billion for your country security and in return we get lumber . nice one
So you saying closest ally yet we gave 200 billion for your country security and in return we get lumber . nice one
Critiques economic imbalance in bilateral trade relationship, comparing security spending to lumber returns.
@deeznuts12458
Mar 4, 2025
Canada can buy produce from Mexico and Mexico, vice versa. Problem solved for now.
Canada can buy produce from Mexico and Mexico, vice versa. Problem solved for now.
Proposes a trade solution between Canada and Mexico to address economic/supply issues.
Economic Argument
0.80
@arias6720
Mar 4, 2025
Nothing personal Canada but we're taking our jobs back. Deal with it.
Nothing personal Canada but we're taking our jobs back. Deal with it.
American asserting economic competition and job reclamation, framing immigration as a zero-sum economic issue.
@75jrwhite
Mar 4, 2025
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Discourse Taxonomy
Category Distribution
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Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
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Which discourse types most frequently appear together on the same comment
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Classified by Claude Haiku (Anthropic)
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