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
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
I just watch mr trump speak with regards to tariff impose on canada mexico and china..he's proud in saying that a lot of foriegn companies will soon build factories and offices in the US. Providing …
I just watch mr trump speak with regards to tariff impose on canada mexico and china..he's proud in saying that a lot of foriegn companies will soon build factories and offices in the US. Providing billions of jobs and revenue. He said that if these companies would come to the United States where will be no tariff, lower taxes and easy life for the Americans. My question is: is he trying to kill other countries?? He said Ukriane is gambling with WW3, well i can say its WAR with GUNS..what he is doing is already WW3 using economic saborage...just my opinion...
Analyzes Trump's tariff and economic strategy as potential economic warfare, questioning geopolitical consequences.
@Metongbaby0831
Mar 4, 2025
We, in Europe, are ready to receive Canadian products and expand business even further.
We, in Europe, are ready to receive Canadian products and expand business even further.
Discusses trade and business expansion between Europe and Canada, framing economic opportunity.
@danm94
Mar 4, 2025
Canada is screwed, they have no leverage. He's just pissed that he's not receiving our 250 billion dollars. Why are we giving them our money?
Canada is screwed, they have no leverage. He's just pissed that he's not receiving our 250 billion dollars. Why are we giving them our money?
Focuses on financial transfers and economic leverage between countries, questioning Canada's financial commitments.
@shawnantunes
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
Let’s watch Trump’s Wealth fund grow immensely with the tariff money. Trump and his billionaire friends will put that money straight into their pockets and bankrupt America.
Let’s watch Trump’s Wealth fund grow immensely with the tariff money. Trump and his billionaire friends will put that money straight into their pockets and bankrupt America.
Critiques tariff policy as economically self-serving for elites while implying moral wrongdoing.
@judi1989
Mar 4, 2025
CLOWN! ? WAIT UNTIL HE STOPS THE HUNDREDS OF BILLIONS THE USA GIVES CANADA.
CLOWN! ? WAIT UNTIL HE STOPS THE HUNDREDS OF BILLIONS THE USA GIVES CANADA.
Criticizes Trump using economic leverage (U.S. aid to Canada) as a threat, framing it as a consequence of his policies.
@bigdwg6126
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
i hope you can stand the eventuality and significant economic and interpersonal effect this will promote. i agree principally with none of this, its unnecessary and extremist in leaning. but i can stand it and …
i hope you can stand the eventuality and significant economic and interpersonal effect this will promote. i agree principally with none of this, its unnecessary and extremist in leaning. but i can stand it and saw this ahead of time as eventual. my question is can you stand these economic effects . did they ask you on the campaign trail? well . i also suspect as an independent that we will be both affected and tested. Consider those in power in government and big business who see to these situations becoming realities for American citizens , remember they live in mansions and have generational wealth. they can lose billions and withstand it. They will not now or ever feel the effects of their poorly thought through actions. we will. we will have to. I'll never ask anyone to do something i wont.i suspect our leading majority which i came from formerly up until this point wont balance this situation. keep that in mind.
Focuses on economic effects of policy decisions and class inequality, questioning whether ordinary citizens were consulted about consequences.
@louiscarrillo5873
Mar 4, 2025
What I don't like is the millionaires that move our jobs out of our country to benefit themselves. My father lost a good manufacturing job because labor was cheaper in some other county. Now look …
What I don't like is the millionaires that move our jobs out of our country to benefit themselves. My father lost a good manufacturing job because labor was cheaper in some other county. Now look at Boeing. Somehow we need someone that is looking out for US! Trying to bring jobs and industry back to the USA. Trudeau is a terrible leader and I'm happy to see him squirm.
Focuses on job loss, outsourcing, and economic priorities, criticizing both corporate practices and Trudeau's leadership.
@themotofixery
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
Need to bring jobs back to America and let Canada go figure out their lifestyle
Need to bring jobs back to America and let Canada go figure out their lifestyle
Focuses on job repatriation and economic priorities for America while dismissing Canada's concerns.
@DustyBrown-u1n
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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2,313
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1,991
RocaNews
467
JamCan
274
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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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Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
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2,078
Tyler Oliveira
1,667
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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
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1,702
CNN
1,478
RocaNews
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CTV News
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JamCan
77
Unverified Claim
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1,480
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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