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
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
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
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
many canadians apply for 100 jobs and get no job.
many canadians apply for 100 jobs and get no job.
Implies job scarcity for Canadians, suggesting immigration competes with citizen employment opportunities.
Economic Argument
0.80
mariemacisaac7529
Feb 22, 2026
Tariffs are paid by importers,Canada and Mexico are suppliers ,Dumb.
Tariffs are paid by importers,Canada and Mexico are suppliers ,Dumb.
Critiques tariff policy by explaining economic mechanics of how tariffs work on importers and suppliers.
@ManuelBorja-zc7oy
Mar 4, 2025
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non …
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non prifit company, then the citizens community services workers with 34 thousands debts contribute the salaries instead of getting those jobs ,omg,crazyy, judt check only community support worker position graduates citizens vs temporary workers ratios on employment, needs to change please, sincerely
Critiques hiring practices favoring temporary workers over Canadian graduates, highlighting job market competition and debt burden issues.
samt7740
Feb 28, 2026
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
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
PAY UP.. EVERYONE GETS MAD WHEN THEY HAVE TO PAY.. FAIR TRADE.
PAY UP.. EVERYONE GETS MAD WHEN THEY HAVE TO PAY.. FAIR TRADE.
Comment frames financial obligations as fair trade and addresses economic burden-sharing between nations.
Economic Argument
0.80
@mryo3223
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
Indians are good for Canada 🇨🇦 economy get your facts right.
Indians are good for Canada 🇨🇦 economy get your facts right.
Defends Indian immigrants' economic contribution to Canada, asserting they are beneficial to the economy.
Gulzar-k9k
Feb 23, 2026
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
How is it a trade war when all countries have the sovereign governments right to tax. Every country will ofcourse look for their own interest first. Looks like Canada is going to have a crash …
How is it a trade war when all countries have the sovereign governments right to tax. Every country will ofcourse look for their own interest first. Looks like Canada is going to have a crash landing economy.
Discusses trade policy, sovereign taxation rights, and predicts negative economic consequences for Canada.
@KevinBala-j2j
Mar 4, 2025
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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
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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
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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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Discourse Quality (Perspective API)