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
Search & Filter
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
rich well live the poor will suffer
rich well live the poor will suffer
Critiques economic inequality, suggesting policy impacts will harm the poor while benefiting the wealthy.
Economic Argument
0.80
@SuzanneDupuis-p9m
Mar 4, 2025
Find out what pain Canada has planned for the future tariffs. Unplugged, no oil, no metals and no wheat. Good luck shivering in the dark.
Find out what pain Canada has planned for the future tariffs. Unplugged, no oil, no metals and no wheat. Good luck shivering in the dark.
Discusses economic consequences of tariffs and resource scarcity with alarmist framing.
@merlincontroltower
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
As an American I don't support this at all we can't afford things as it is this only hurts everyone more
As an American I don't support this at all we can't afford things as it is this only hurts everyone more
American expressing personal economic hardship and arguing that tariffs will worsen affordability for everyone.
@glennwilck5459
Mar 4, 2025
7500 a month for immigrants. How much do canadians on welfare get. TELL ME.
7500 a month for immigrants. How much do canadians on welfare get. TELL ME.
Compares welfare benefits for immigrants versus Canadian citizens, implying unfair economic disparity through rhetorical questioning.
Johnrider1234
Feb 27, 2026
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
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
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
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
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
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
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
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)