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
25% both ways . The only thing that changes is that people in both countries get fuked by paying higher prices.
25% both ways . The only thing that changes is that people in both countries get fuked by paying higher prices.
Analyzes tariff impacts and predicts negative economic consequences (higher prices) for consumers in both countries.
@Robert-mw5tp
Mar 4, 2025
??? Russia can supply to US all these in more quantities and at much better prices than Canada can.
??? Russia can supply to US all these in more quantities and at much better prices than Canada can.
Argues that Russia can supply goods more cheaply and in greater quantities than Canada, framing an economic comparison.
@Diwana71
Mar 4, 2025
American trade imbalance needs to change. Sorry Trudeau
American trade imbalance needs to change. Sorry Trudeau
Discussion of trade imbalance as an economic issue requiring policy change, directed at the Prime Minister.
@Joe_Biden_is_Trash
Mar 4, 2025
Trying to get a job now is ridiculous..... because they will all work for 17 bucks an hour and be totally happy about it. Sharing a 1 bedroom apartment with 20 people in Brampton makes …
Trying to get a job now is ridiculous..... because they will all work for 17 bucks an hour and be totally happy about it. Sharing a 1 bedroom apartment with 20 people in Brampton makes it easy, I guess.
Critiques job market conditions and wages, attributing employment difficulties to immigrants' willingness to accept low pay and crowded living situations.
Economic Argument
0.80
@mberry480
Mar 4, 2025
Well hell's bells!Tradeau needs to drop his trade cost because of inflation.Thank you!Woooooooooooo!
Well hell's bells!Tradeau needs to drop his trade cost because of inflation.Thank you!Woooooooooooo!
Calls for Trudeau to reduce trade costs due to inflation concerns, framing the issue in economic terms.
@fortheladies3177
Mar 4, 2025
cut the gas America buys from Canada and sell it to Germany who buys murican gas
cut the gas America buys from Canada and sell it to Germany who buys murican gas
Proposes redirecting gas sales based on economic/trade considerations, framed as a policy suggestion.
@tamkin007
Mar 4, 2025
Can't wait to watch Canada's economy to tank. Since they think they are so tuff lol. Our economy can handle it but Canada can't. It'll kill there economy that's why they are crying.
Can't wait to watch Canada's economy to tank. Since they think they are so tuff lol. Our economy can handle it but Canada can't. It'll kill there economy that's why they are crying.
Argues that Canada's economy is weaker and will suffer more than the US economy from trade actions, using economic vulnerability as primary concern.
@jerryschullar2780
Mar 4, 2025
He really doesn’t wanna play with Trump Trump a businessman that’s what America has become a business so it’s only fair if you’re gonna charge 25 I’m gonna charge you 25 right that makes sense
He really doesn’t wanna play with Trump Trump a businessman that’s what America has become a business so it’s only fair if you’re gonna charge 25 I’m gonna charge you 25 right that makes sense
Discusses tariff policy and retaliatory economic measures as a logical business response.
Economic Argument
0.80
@Touchofnative
Mar 4, 2025
Canads owes america billions for military aid...
Canads owes america billions for military aid...
Asserts a financial claim about Canada's debt to America, framing it as an economic relationship issue.
@julianmayo5650
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
We the Americans are asking Canada to pay their fare share of trade!
We the Americans are asking Canada to pay their fare share of trade!
Focuses on trade fairness and economic burden-sharing between nations.
@mackie252007
Mar 4, 2025
I honestly believe Trump wants these tariffs because the 25% tariff will go directly into government coffers and he needs money to cover the huge tax cuts he gave his cronies and the wealthy. Unfortunately, …
I honestly believe Trump wants these tariffs because the 25% tariff will go directly into government coffers and he needs money to cover the huge tax cuts he gave his cronies and the wealthy. Unfortunately, Americans will be paying this 25% tax. No winners on either side.
Analyzes tariff policy through economic lens, proposing an unsubstantiated motive (Trump needs money for tax cuts) while discussing economic impact on Americans.
@moewilson4605
Mar 4, 2025
Canada and eu has national healthcare they afford that by having the us pick up the tab
Canada and eu has national healthcare they afford that by having the us pick up the tab
Argues that Canada and EU healthcare is subsidized by US economic burden, making an economic comparison across nations.
@muddleofpuddpsn8843
Mar 4, 2025
Working from paycheck to paycheck and become homeless. ??
Working from paycheck to paycheck and become homeless. ??
Describes economic hardship and housing insecurity as lived experience of financial struggle.
Economic Argument
0.80
@kennedywong9854
Mar 4, 2025
Yey, things are about to become even more expensive....
Yey, things are about to become even more expensive....
Expresses concern about rising costs and inflation as a consequence of policy changes.
@wingberry123
Mar 4, 2025
Canada doesnt have much production at home. they will be getting goods from Europe now and other countries paying on the top more then 40% just for logistical purposes . Canadians... everything will come from …
Canada doesnt have much production at home. they will be getting goods from Europe now and other countries paying on the top more then 40% just for logistical purposes . Canadians... everything will come from your own pocket. Think about it.
Discusses economic impacts of supply chain changes and logistics costs on Canadian consumers.
@Vanessa-l9p7q
Mar 4, 2025
Americans will now stop buying Canadian Goods because there is already pressure on groceries, also, products from countries like Australia and Europe will now come flooding into the USA.
Americans will now stop buying Canadian Goods because there is already pressure on groceries, also, products from countries like Australia and Europe will now come flooding into the USA.
Predicts economic consequences of trade tensions including consumer pressure and market shifts between countries.
@bigwickcrypto
Mar 4, 2025
Perhaps it is time for USA citizens to sell their Canadian residential real estate.
Perhaps it is time for USA citizens to sell their Canadian residential real estate.
Suggests real estate divestment strategy based on economic/political concerns about US-Canada relations.
Economic Argument
0.80
@louisemason2918
Mar 4, 2025
Is this guy for real? Doesn't he realize that we don't need Canadian food or Canadian steel or Canadian oil? We do that s*** to help you. We can produce all the natural resources we …
Is this guy for real? Doesn't he realize that we don't need Canadian food or Canadian steel or Canadian oil? We do that s*** to help you. We can produce all the natural resources we need right here, we don't have to import them.
Questions Canada's economic necessity while asserting U.S. self-sufficiency and framing trade as aid.
@stevewarshaw6495
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
Compare Videos
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
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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