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
In a trade war, the one who can resist inflation and give in to pressure last wins. To know who wins, just look at the side with the bigger economy.
In a trade war, the one who can resist inflation and give in to pressure last wins. To know who wins, just look at the side with the bigger economy.
Analyzes trade war dynamics through economic principles of inflation resistance and comparative economic size.
@Felipa0_1OOmed0
Mar 4, 2025
Canada has not been straight with the US. I am IBEW. I have work side-by-side with countless Canadians who are in the IBW. I have never worked side-by-side with the US IBEW worker who has …
Canada has not been straight with the US. I am IBEW. I have work side-by-side with countless Canadians who are in the IBW. I have never worked side-by-side with the US IBEW worker who has ever worked in Canada. Also Canada has been subsidizing their lumber mills for years, not charging them for The timber so they have an unfair advantage. Let’s let Canada pay their fair share to protect themselves instead of depend on the US to protect them.
Combines personal work experience with economic grievances about subsidies and unfair trade advantages, arguing Canada should pay more for defense.
@josephwhite8495
Mar 4, 2025
Even before the actions taken by Canada, one should look at balance of Fentanyl illegal trade. \n \nOn average 46 lb of Fentanyl were smuggled from Canada to US , which divided by the population …
Even before the actions taken by Canada, one should look at balance of Fentanyl illegal trade. \n
\nOn average 46 lb of Fentanyl were smuggled from Canada to US , which divided by the population of the US comes to a 0.049 mg of fentanyl per US Citizen
\nOn the other direction, 950 lb Fentanyl were smugeled from the from US to Canada, which when divided by the population of Canada, ends up being 10.88 mg of fentanyl per Canadian Citizen\nNow, scientists say 2 mg is a lethal dose.
\nJust think about it, trump's US could kill each Canadian 5 times over by Fentanyl. \nSo who is supposed to be pissed?
Uses statistical comparison of fentanyl smuggling between countries to argue about relative harm and economic/security impact, framed as a comparative analysis.
@AmericanSyrian-t1p
Mar 4, 2025
I’m tired of getting half a paycheck…this crap needs to stop
I’m tired of getting half a paycheck…this crap needs to stop
Comment expresses concern about reduced income/wages and demands policy change, combining economic grievance with implicit criticism of government action.
@mkb3580
Mar 4, 2025
President Trump’s tariffs on Canada are essential to protecting American jobs and industries from unfair trade practices. Trudeau’s corrupt leadership has exploited the U.S. for years while failing to curb the fentanyl crisis that devastates …
President Trump’s tariffs on Canada are essential to protecting American jobs and industries from unfair trade practices. Trudeau’s corrupt leadership has exploited the U.S. for years while failing to curb the fentanyl crisis that devastates American communities. His government’s scandals and suppression of dissent prove Canada is no longer a reliable partner. These tariffs aren’t about punishment—they’re about securing America’s future, restoring fair trade, and putting American workers first.
Justifies tariffs on economic grounds (protecting jobs, fair trade) while making unverified claims about Trudeau's corruption and fentanyl failure.
@glitzliv
Mar 4, 2025
Trump and his Tariffs will be Trouble for lay men
Trump and his Tariffs will be Trouble for lay men
Comment expresses concern about tariffs' negative economic impact on ordinary people, combining economic and threat-based reasoning.
@JamesBond7E
Mar 4, 2025
This means jobs for Americans yay
This means jobs for Americans yay
Frames immigration policy in terms of job availability for Americans, a direct economic impact argument.
Economic Argument
0.85
@andrewphillips7980
Mar 4, 2025
Tariffs bring in cash INSTANTLY to his treasury, so that he can spend it instantly on tax cuts. Any other income generating taxes need laws to pass Congress and will not produce CASH for years...
Tariffs bring in cash INSTANTLY to his treasury, so that he can spend it instantly on tax cuts. Any other income generating taxes need laws to pass Congress and will not produce CASH for years...
Discusses tariff policy and its fiscal mechanisms as economic strategy.
Economic Argument
0.85
@johnbarrett3545
Mar 4, 2025
Donald thinks he is running a business with profit and loss. Does he reliaze that by increasing Tariffs he is hurting Americans? Eventually, Canada will find other markets to sell their products.
Donald thinks he is running a business with profit and loss. Does he reliaze that by increasing Tariffs he is hurting Americans? Eventually, Canada will find other markets to sell their products.
Critiques Trump's tariff policy through economic reasoning about harm to Americans and Canada's market alternatives.
@khaldmohammad1833
Mar 4, 2025
Excuse me, but when you already enjoy a massive trade surplus, you're GUARANTEED to lose a tariff war. What an idiot.
Excuse me, but when you already enjoy a massive trade surplus, you're GUARANTEED to lose a tariff war. What an idiot.
Critiques Trump's tariff strategy using economic logic about trade deficits and tariff war outcomes.
@Alaninbroomfield
Mar 4, 2025
Ur canadian dollar is worthless.....ur population not big enough to suppporr themselves....actually is the other way round
Ur canadian dollar is worthless.....ur population not big enough to suppporr themselves....actually is the other way round
Critiques Canada's economic viability through currency devaluation and population-to-resource ratio arguments.
Economic Argument
0.85
@jeffralchin8344
Mar 4, 2025
Don't think the US consumer really understands how much these tariffs are gonna hurt them
Don't think the US consumer really understands how much these tariffs are gonna hurt them
Discusses the economic impact of tariffs on US consumers, focusing on financial consequences.
Economic Argument
0.85
@davidrhodes7655
Mar 4, 2025
Canada’s economy is weak. The migrants they allowed into their country are now misplaced because of lack of opportunities.
Canada’s economy is weak. The migrants they allowed into their country are now misplaced because of lack of opportunities.
Argues that Canada's weak economy and lack of opportunities for migrants is a consequence of immigration policy.
@frankalbertyap9132
Mar 4, 2025
Canada doesn't practice fair trade with the US. DJT is fixing it. Get over it, we're tired of being screwed.
Canada doesn't practice fair trade with the US. DJT is fixing it. Get over it, we're tired of being screwed.
Focuses on trade fairness and economic disadvantage to Canada, with comparative framing against the US.
@sparkstigator
Mar 4, 2025
The real reason for the tariffs is because it has never been fair for the United States we pay more taxes for products in Canada in Mexico in Europe and it's always been like that …
The real reason for the tariffs is because it has never been fair for the United States we pay more taxes for products in Canada in Mexico in Europe and it's always been like that and it's sad that it has to come to this in order for everybody to pay their fair share. That's the real reason. it'sad that countries are mad because they can't continue to rip off the United States. if there's fair trades there are no tariffs period
Focuses on tax disparities and trade fairness as justification for tariffs, centering economic inequality as the core issue.
@kobii45
Mar 4, 2025
So how much money are u gonna send this time to other parts of the world as help while canadian families live paycheck to paycheck?
So how much money are u gonna send this time to other parts of the world as help while canadian families live paycheck to paycheck?
Questions government spending priorities on international aid versus domestic economic hardship, framing immigration/aid policy through economic impact lens.
@mikaylag4233
Mar 4, 2025
Mexico y canada deben bajar impuestos internos a ciudadanos y restringir severamente el gasto publico para reducir inflacion interna y motivar a exportadores y consumidorres. Y Disminuir desaceleracion de economia
Mexico y canada deben bajar impuestos internos a ciudadanos y restringir severamente el gasto publico para reducir inflacion interna y motivar a exportadores y consumidorres. Y Disminuir desaceleracion de economia
Discusses tax policy, government spending, inflation, and economic incentives for exporters and consumers across North America.
Economic Argument
0.85
@daniloespinosa-kz3tv
Mar 4, 2025
here we go!!! we need inflation to go higher...then we spend less and prices go lower....buckle up we really need this, the federal reserve failed us they didn't bring inflation down.
here we go!!! we need inflation to go higher...then we spend less and prices go lower....buckle up we really need this, the federal reserve failed us they didn't bring inflation down.
Discusses inflation, prices, and Federal Reserve policy as economic mechanisms affecting cost of living.
@stancamara6544
Mar 4, 2025
the US didnt launch a trade war you stupid fux.. we have had a trade DEFICIT with Canada and just about every other country for YEARS. Trump wants reciprocal trade. congratulations Mr. Prime Minister you …
the US didnt launch a trade war you stupid fux.. we have had a trade DEFICIT with Canada and just about every other country for YEARS. Trump wants reciprocal trade. congratulations Mr. Prime Minister you just dug your own grave. Canada cannot survive without the US.
Focuses on trade deficits and economic reciprocity while criticizing Canadian leadership's trade policy response.
@blairziebert4210
Mar 4, 2025
Coming from a guy that doesn't quite look like he's going to be there long. 1.7 trillion that's trillion dollars of manufacturing money coming to America because of the tarrif threats. Not Canada but America, …
Coming from a guy that doesn't quite look like he's going to be there long. 1.7 trillion that's trillion dollars of manufacturing money coming to America because of the tarrif threats. Not Canada but America, real jobs and money not government jobs.
Compares economic outcomes between Canada and America, arguing America benefits more from tariff policy.
@workingman4918
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
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
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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