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
As an American I don't support this at all we can't afford things as it is this only hurts everyone more
As an American I don't support this at all we can't afford things as it is this only hurts everyone more
American expressing personal economic hardship and arguing that tariffs will worsen affordability for everyone.
@glennwilck5459
Mar 4, 2025
25% both ways . The only thing that changes is that people in both countries get fuked by paying higher prices.
25% both ways . The only thing that changes is that people in both countries get fuked by paying higher prices.
Analyzes tariff impacts and predicts negative economic consequences (higher prices) for consumers in both countries.
@Robert-mw5tp
Mar 4, 2025
??? Russia can supply to US all these in more quantities and at much better prices than Canada can.
??? Russia can supply to US all these in more quantities and at much better prices than Canada can.
Argues that Russia can supply goods more cheaply and in greater quantities than Canada, framing an economic comparison.
@Diwana71
Mar 4, 2025
Well hell's bells!Tradeau needs to drop his trade cost because of inflation.Thank you!Woooooooooooo!
Well hell's bells!Tradeau needs to drop his trade cost because of inflation.Thank you!Woooooooooooo!
Calls for Trudeau to reduce trade costs due to inflation concerns, framing the issue in economic terms.
@fortheladies3177
Mar 4, 2025
Canads owes america billions for military aid...
Canads owes america billions for military aid...
Asserts a financial claim about Canada's debt to America, framing it as an economic relationship issue.
@julianmayo5650
Mar 4, 2025
Canada and eu has national healthcare they afford that by having the us pick up the tab
Canada and eu has national healthcare they afford that by having the us pick up the tab
Argues that Canada and EU healthcare is subsidized by US economic burden, making an economic comparison across nations.
@muddleofpuddpsn8843
Mar 4, 2025
Working from paycheck to paycheck and become homeless. ??
Working from paycheck to paycheck and become homeless. ??
Describes economic hardship and housing insecurity as lived experience of financial struggle.
Economic Argument
0.80
@kennedywong9854
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
PAY UP.. EVERYONE GETS MAD WHEN THEY HAVE TO PAY.. FAIR TRADE.
PAY UP.. EVERYONE GETS MAD WHEN THEY HAVE TO PAY.. FAIR TRADE.
Comment frames financial obligations as fair trade and addresses economic burden-sharing between nations.
Economic Argument
0.80
@mryo3223
Mar 4, 2025
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
Americans are tired of subsidizing Canada. Let’s be done.
Americans are tired of subsidizing Canada. Let’s be done.
Frames the relationship as economic burden and calls for ending subsidization of Canada.
@kdavis5460
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
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet …
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet friendly work I think I’m gonna have a mental health issue. I might need to move to Nashville, Tennessee.
Discussion of employment, living wages, and economic hardship as motivation for potential relocation.
@rikkicargo786
Mar 4, 2025
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet …
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet friendly work I think I’m gonna have a mental health issue. I might need to move to Nashville, Tennessee.
Personal account of economic hardship and job market concerns, expressing anxiety about employment and living standards.
@rikkicargo786
Mar 4, 2025
Maybe Co-President, Elon Musk could explain how the U.S. NEEDS Canadian heavy crude to feed its refineries, and Canadian Natural Gas for Its electricity.
Maybe Co-President, Elon Musk could explain how the U.S. NEEDS Canadian heavy crude to feed its refineries, and Canadian Natural Gas for Its electricity.
Highlights economic interdependence and resource needs, implicitly urging recognition of Canada's strategic value in trade negotiations.
@SiobhanKenny-f2w
Mar 4, 2025
Us trade deficit with Canada is $63 BILLIONS !!!! How is it fair?
Us trade deficit with Canada is $63 BILLIONS !!!! How is it fair?
Cites a specific trade deficit figure ($63 billion) as evidence of unfair economic relations, though the claim lacks verification.
@maggie4922
Mar 4, 2025
lol. Trump thinks being tough with the neighbour makes you rich. \n\nNo. Investing in your peoples businesses makes you rich
lol. Trump thinks being tough with the neighbour makes you rich. \n\nNo. Investing in your peoples businesses makes you rich
Critiques Trump's economic approach by contrasting it with alternative economic strategy focused on business investment.
Economic Argument
0.80
@DbiPro
Mar 4, 2025
Dont put Tariffs on the USA as they are passed onto the end user/consumer which are the American people. Put the prices up on your sale of electricity, oil and gas 25% that the US …
Dont put Tariffs on the USA as they are passed onto the end user/consumer which are the American people. Put the prices up on your sale of electricity, oil and gas 25% that the US government buys, so it hits them first and they will think twice. ..... Trump never mentioned cost of living in his acceptance speech which had us wondering. This is why.
Proposes an economic counter-strategy to tariffs by raising prices on energy exports, focusing on economic impact and consumer costs.
@not_before_your_dinner
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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1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
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4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
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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)
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14-category DH taxonomy
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