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
Whatever. You’ll have to give in soon and accept all of the demands. Your economy can’t survive without ours. We can survive without yours.
Whatever. You’ll have to give in soon and accept all of the demands. Your economy can’t survive without ours. We can survive without yours.
Frames negotiation as economic leverage, asserting US economic dominance and Canada's dependence as basis for capitulation.
Economic Argument
0.80
@percyramos1296
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
There Canada pm. About happened after Ukraine we being suffer high tax high prices all teachers and medical don't extra play all grocery food price becoming more more higher now
There Canada pm. About happened after Ukraine we being suffer high tax high prices all teachers and medical don't extra play all grocery food price becoming more more higher now
Focuses on economic hardships including high taxes, prices, and cost of living increases attributed to government policy.
@viktoriyaivanovnaserebryak5781
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 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
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
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
World Trade War any country with trade deficit even surplus getting tarrifs on US industries ..
World Trade War any country with trade deficit even surplus getting tarrifs on US industries ..
Discusses trade deficits and tariffs as economic consequences of Trump's policies affecting multiple countries.
@gerardcrabb4556
Mar 4, 2025
Trump doing the right thing to do no jobs for American how they will pay bill
Trump doing the right thing to do no jobs for American how they will pay bill
Discusses Trump's policy impact on employment and household financial capacity.
Economic Argument
0.80
@akshayaggar
Mar 4, 2025
Let that Canada PM spit ugly words. He only has a couple of months left as PM. Lmao we want 0% tarrifs also while Canada has always put Tariffs on USA. fuck Canada
Let that Canada PM spit ugly words. He only has a couple of months left as PM. Lmao we want 0% tarrifs also while Canada has always put Tariffs on USA. fuck Canada
Focuses on tariff policy and economic trade disputes between nations, with criticism of Canada's trade practices.
@gifford1984
Mar 4, 2025
Didn't work in 1929. Ever heard 'HARDER THAN TIMES IN 29.Not going to work now We are DONE
Didn't work in 1929. Ever heard 'HARDER THAN TIMES IN 29.Not going to work now We are DONE
References historical economic failure (1929 Great Depression) to critique current tariff policy as economically ineffective.
@Fred-t2m
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
Canada and maxico steal every single job and manufacturer and engineer and every jobs \nNow time to pay \nNo more globalization and killing all American jobs I saw they were firing local engineer and hired …
Canada and maxico steal every single job and manufacturer and engineer and every jobs \nNow time to pay \nNo more globalization and killing all American jobs I saw they were firing local engineer and hired Indian engineer
Argues that Canada and Mexico are stealing jobs and manufacturers, with specific claims about engineer hiring presented without evidence.
@akshayaggar
Mar 4, 2025
Canada does not even need counter tariffs. Canadians already stopped buying US stuff.
Canada does not even need counter tariffs. Canadians already stopped buying US stuff.
Comment discusses consumer behavior and trade/tariff dynamics as economic response to policy.
Economic Argument
0.80
@justsomeone953
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
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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
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89
Solidarity
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JamCan
36
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Policy Critique
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551
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340
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2,078
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1,667
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Fear / Threat
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1,549
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204
Toronto Sun
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Meta-Commentary
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CTV News
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Unverified Claim
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Tyler Oliveira
820
RocaNews
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Yoke Immigration Canada
203
JamCan
152
Moral Argument
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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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