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
They are reciprocal tariffs jack off. Canada been taking advantage of the US for years.
They are reciprocal tariffs jack off. Canada been taking advantage of the US for years.
Discusses tariffs and trade advantage between Canada and the US, framing it as economic exploitation.
@bigbloc540
Mar 4, 2025
How much tariffs do you owe us already.. All these countries has charged us and yet do not pay us.
How much tariffs do you owe us already.. All these countries has charged us and yet do not pay us.
Raises concerns about tariffs and trade imbalances between countries, framed as an economic grievance.
@judynunley4194
Mar 4, 2025
I hope Con man Chump and his Maga gang will step up and buy all of the CORN ..SOYA BEAN ..WHEAT..AND CHICKEN THAT CHINA PUT TARIFF ON.last time this happens CHINA end up buying all …
I hope Con man Chump and his Maga gang will step up and buy all of the CORN ..SOYA BEAN ..WHEAT..AND CHICKEN THAT CHINA PUT TARIFF ON.last time this happens CHINA end up buying all those products from Brazil that leaves American farmers getting hands out from chump..
Critiques Trump's tariff policy and its economic consequences for American farmers, focusing on trade and agricultural impacts.
@byronhall391
Mar 4, 2025
The rich get richer and the poor get poorer. A well thought out plan on both sides of the border. What’s new?
The rich get richer and the poor get poorer. A well thought out plan on both sides of the border. What’s new?
Critiques wealth inequality as a deliberate systemic outcome affecting both sides of the US-Canada border.
Economic Argument
0.80
@paulporter7490
Mar 4, 2025
Canada will grow stronger, they will soon take more advantage of their resources and open up to new markets, Canada will be more independent and their gain will be USA loss.
Canada will grow stronger, they will soon take more advantage of their resources and open up to new markets, Canada will be more independent and their gain will be USA loss.
Discusses Canada's economic independence, resource development, and competitive advantage relative to the US.
@queretaromexico
Mar 4, 2025
Trade war with the US is never a good idea. Having being puppet state all this years depending on the fresh milk from the UNITED STATES UDDER for survival
Trade war with the US is never a good idea. Having being puppet state all this years depending on the fresh milk from the UNITED STATES UDDER for survival
Argues against trade war with the US based on economic dependency and comparative disadvantage for Canada.
@imadiyijulius5400
Mar 4, 2025
To all the Trumpers; you voted for this. Higher prices for most goods and some services.
To all the Trumpers; you voted for this. Higher prices for most goods and some services.
Attributes higher consumer prices to Trump voters' electoral choice, framing economic consequences as direct result of their decision.
@chrisboncamper4282
Mar 4, 2025
4 HOURS LATER.... our stocks have gone through the roof!
4 HOURS LATER.... our stocks have gone through the roof!
References stock market performance as evidence of economic impact, suggesting positive economic outcomes from recent political events.
Economic Argument
0.80
@Stefano10ace-e9l
Mar 4, 2025
For all the American's siding with Canada. Did you know Canada has never fulfilled its obligation to Nato. they only pay 1% of its gdp. They are supposed to pat 2%. The united States has …
For all the American's siding with Canada. Did you know Canada has never fulfilled its obligation to Nato. they only pay 1% of its gdp. They are supposed to pat 2%. The united States has been carrying the water for Canada and other countries so they can flaunt social programs like universal healthcare. If they paid their fair share for defense they would not be able to afford it. Its about time these countries start paying the United states back. Since Canada became a member of Nato in 1949 they have never fulfilled their payment obligation, but enjoyed the security of being a member. America pays 4.5% and some other years 6% of our gdp to NATO. with out the US there is no NATO. Maybe Canada should take over for the US. Like that will happen. If Canada was the 51st state they would be the 4th poorest state. Not trying to be mean this is just reality. The dictator of Canada has never cared about his people, or he would have simply secured your damn border. https://www.forcesnews.com/news/world/nato-which-countries-pay-their-share-defence
Argues that Canada's social programs are subsidized by US defense spending and NATO contributions, with specific (disputed) claims about NATO payment obligations and GDP percentages.
@MLR-y7e
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
Everything will even out.\nWe, the normal people, will foot the bill.
Everything will even out.\nWe, the normal people, will foot the bill.
Critiques the economic burden of immigration policy, suggesting ordinary citizens will bear financial costs.
@odmeli4183
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
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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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