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
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
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
This is even more of a reason why the United States should not be dependent on any country. We need to build in this country. We need to manufacture in this country, but all businesses …
This is even more of a reason why the United States should not be dependent on any country. We need to build in this country. We need to manufacture in this country, but all businesses take the shortcut and go where it's cheapest and in the long run. It cost us, but this is typical Americans. Short-term game, now it's catching up.
Argues for domestic manufacturing and self-sufficiency while critiquing American short-term economic thinking.
@bertram46
Mar 4, 2025
Dementia J Trump is going to destroy the economy Again. What a disgrace!
Dementia J Trump is going to destroy the economy Again. What a disgrace!
Criticizes Trump for economic damage (destroying the economy) framed as a policy failure with moral disapproval.
@stevencastillo2016
Mar 4, 2025
More and more countries will stop using the USD in international business, which in long term will be devastating for the US.
More and more countries will stop using the USD in international business, which in long term will be devastating for the US.
Predicts long-term economic consequences of reduced USD usage in international trade due to Trump's actions.
@Don_Thomaso
Mar 4, 2025
Well, I feel like there's a pretty good chance mine and thousands of other jobs will hit Ontario hard when they move south of the border. Ontario is about to be hurting really, really bad …
Well, I feel like there's a pretty good chance mine and thousands of other jobs will hit Ontario hard when they move south of the border. Ontario is about to be hurting really, really bad as Trump comes for all our auto manufacturing jobs.
Commenter expresses concern about job losses in Ontario due to manufacturing relocation, focusing on economic impact and regional harm.
@lemming573
Mar 4, 2025
You already tariff American goods ya idiot!! What do you think started this BS!! We’re gonna finish it! And your 200 billion subsidy is OVER! ??
You already tariff American goods ya idiot!! What do you think started this BS!! We’re gonna finish it! And your 200 billion subsidy is OVER! ??
Commenter disputes Canada's tariff policies and references subsidies, engaging in economic argument about trade and government spending.
@gerrittwaterlander1317
Mar 4, 2025
Your country couldn't hurt us if you wanted to. We don't need you we can buy your products from someone else or we can produce our own your country sir for the most part is …
Your country couldn't hurt us if you wanted to. We don't need you we can buy your products from someone else or we can produce our own your country sir for the most part is it frozen sheet of ice who needs your Southern partner that can grow things in the warmer weather you moron
Commenter argues Canada's economic independence and self-sufficiency, dismissing U.S. economic leverage while asserting national capability.
@robertdana6911
Mar 4, 2025
Canada should put up the price of gas, electric and oil all going into America!
Canada should put up the price of gas, electric and oil all going into America!
Suggests economic policy action (raising prices on energy exports) as a response to trade tensions, framing it as economic leverage.
@philcornthwaite4146
Mar 4, 2025
Canada sells us 250 billion dollars more than they buy of our stuff so boo hoho Americans are sick of r so called allies screwing us
Canada sells us 250 billion dollars more than they buy of our stuff so boo hoho Americans are sick of r so called allies screwing us
Focuses on trade imbalance and economic grievances between Canada and the US, framing Canada as an unfair trading partner.
@MichaelGottfried-zm9sj
Mar 4, 2025
Trudeau says “there are no winners in a trade war” haha but there are losers let’s see whose economy is bigger ??
Trudeau says “there are no winners in a trade war” haha but there are losers let’s see whose economy is bigger ??
Discusses trade war economics and compares national economies, focusing on economic winners and losers.
@noahthegoat8
Mar 4, 2025
This will cause much damage to the economy and the American people, but it will help the billionaires enrich themselves even more. They always know how to use a good economic crisis to their advantage.
This will cause much damage to the economy and the American people, but it will help the billionaires enrich themselves even more. They always know how to use a good economic crisis to their advantage.
Critiques economic consequences of policy, arguing it harms ordinary people while enriching billionaires.
@blandest4788
Mar 4, 2025
The trade war has begun now he wants to discuss how we’re going to adapt to the economic nightmare how we can survive this and how we can defeat Trump’s bullshit
The trade war has begun now he wants to discuss how we’re going to adapt to the economic nightmare how we can survive this and how we can defeat Trump’s bullshit
Discusses the economic impact of the trade war and Canada's need to adapt to economic hardship caused by Trump's policies.
@calebwyman5510
Mar 4, 2025
Finland stands with Canada. Ordinary American citizens will pay the tariffs imposed by Trump as increased prices in stores and inflation will start to rise in the United States.
Finland stands with Canada. Ordinary American citizens will pay the tariffs imposed by Trump as increased prices in stores and inflation will start to rise in the United States.
Compares Finland's stance to Canada while focusing on economic consequences (tariffs, inflation, consumer prices) of Trump's policies.
@movieghostofficial
Mar 4, 2025
Inflation is to the roof, Make food and housing affordable, please people just help impeach him, he is golfing while the american people are struggling everyday.... He is just trying to pass stupid laws that …
Inflation is to the roof, Make food and housing affordable, please people just help impeach him, he is golfing while the american people are struggling everyday.... He is just trying to pass stupid laws that keep getting blocked by courts, Come on Trump supporters try helping fix it by calling your local office and impeach him, I bet anyone else is better than Trump, we know the country needs changes but we are still the biggest economy of the world the richest country, Why do we have to feel like is normal not to have affordable food and housing?? The basics of life... All the immigrants are gone, They even left by their own will, and Some Americans left to other countries, Mexico, Europe, Asia..... What do you guys want?? Having an empty country once was the biggest economy of the world?? Is just crazy even a blind person can see he is destroying the whole country..... He is not even a good business person we all know he didn't payed taxes, he went bankrupt so many times he knows how to scam people, Saying the USA government doesn't work because he feels like it, Just travel people so you can see the difference between usa government and other governments around the world........
Primarily focuses on inflation, housing, and food affordability as core economic grievances, with calls to action and international comparisons.
@KenRa469
Mar 4, 2025
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
Ive switched from buying things from the united states, and instead im buying from canada.
Ive switched from buying things from the united states, and instead im buying from canada.
Describes a personal purchasing decision shift from US to Canadian goods, implicitly supporting Canadian economy in response to trade tensions.
@Bugs_Bonnie
Mar 4, 2025
MAGA Trumpers voted for a recession 100 times worse then anything Biden did?
MAGA Trumpers voted for a recession 100 times worse then anything Biden did?
Criticizes Trump voters for economic consequences (recession), framing the debate around economic impact and blame.
@Heccordero2
Mar 4, 2025
Look at all those pompous siuts mad because the money tree is withering . They are losing profit in outsourced contracts. All to keep thier nation under the heel of another nation that does all …
Look at all those pompous siuts mad because the money tree is withering . They are losing profit in outsourced contracts. All to keep thier nation under the heel of another nation that does all the industrial work for them.\n\nThis is an opportunity for American and any other nations to stop being handcuffed to outsourced industry. Do the hard blood sweat and tears, work that needs to be done to gain independence from Chinese industrial domination ( that the west itself birthed)
Argues that tariffs represent economic opportunity for industrial independence and reduced outsourcing dependence, framed as beneficial policy reorientation.
@Steven-ux8jv
Mar 4, 2025
America has been getting ripped off for years and the world economy was running perfectly with that plan. Now we are trying to write anew and everyone is losing their minds!
America has been getting ripped off for years and the world economy was running perfectly with that plan. Now we are trying to write anew and everyone is losing their minds!
Argues that the US economy was previously advantaged and current trade rebalancing is causing disruption.
@Sunnsz
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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