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
America ain’t no bitch and with the way Trump is building our economy your country will become broke since you need our money and you charge America 25% while we charge you 10%. Took you …
America ain’t no bitch and with the way Trump is building our economy your country will become broke since you need our money and you charge America 25% while we charge you 10%. Took you 4 years while drug syndicates made labs inside of Canada and shipped the drugs into America from Canada! AMERICA FIRST
Focuses on tariff rates and economic competition between nations while making unverified claims about drug trafficking and asserting American superiority.
@RaymondKaimi
Mar 4, 2025
The USA will gladly stand aside and let Canada take over funding the Ukraine war. US citizens have currently taken on a tax burden around $1000/tax payer. Get ready to tighten your belt Justin.
The USA will gladly stand aside and let Canada take over funding the Ukraine war. US citizens have currently taken on a tax burden around $1000/tax payer. Get ready to tighten your belt Justin.
Discusses tax burden and financial costs of military support, comparing US and Canadian fiscal responsibilities.
@ThatPingster
Mar 4, 2025
American here…Pay us. 30 Million consumers vs 135 Million, your cute Canada like a button.
American here…Pay us. 30 Million consumers vs 135 Million, your cute Canada like a button.
Uses population and consumer market size comparison to assert US economic dominance over Canada in a dismissive tone.
@conquerunderstanding7517
Mar 4, 2025
Man I just thought what if this is the shift of us losing our standing in the world as Americans. People better start shopping for what they need now than we want. It’s already hard …
Man I just thought what if this is the shift of us losing our standing in the world as Americans. People better start shopping for what they need now than we want. It’s already hard day to day with wages we make imagine the cost associated with this trade war.
Expresses concern about economic impact of trade war on wages and cost of living, with underlying anxiety about American decline.
@DinoBlaxx
Mar 4, 2025
The US will be the big loser. Countries that impose tariffs are shooting themselves in the foot. The only thing Trudeau got wrong was calling Donald a smart guy. Bully yes, smart, no.
The US will be the big loser. Countries that impose tariffs are shooting themselves in the foot. The only thing Trudeau got wrong was calling Donald a smart guy. Bully yes, smart, no.
Argues that tariffs harm the imposing country economically while critiquing Trump's intelligence and Trudeau's characterization of him.
@geofff6671
Mar 4, 2025
It's simple replace 1.5 million jobs we stand to loose with factories here in Canada with products we would have bought from the state's. There r the jobs back. Then make deals with other countries …
It's simple replace 1.5 million jobs we stand to loose with factories here in Canada with products we would have bought from the state's. There r the jobs back. Then make deals with other countries and in 4 years when Trump is done and the state's want to work with us with tariffs again say sorry we have other partners don't have the extra supplies. And continue making Canada great again
Proposes economic solutions to job losses through domestic manufacturing and strategic trade partnerships with other nations.
@mikelascelle2921
Mar 4, 2025
will the costs of the goods go down or will they go up?\n\nit seems to me that there will be a winner and that will be the person who is already winning, not the average …
will the costs of the goods go down or will they go up?\n\nit seems to me that there will be a winner and that will be the person who is already winning, not the average person. the wealthy have picked a pretty face to whisper sweet nothings to the public while they do everything they can to gorge themselves on us; their cattle.\n\nwe live in little boxes with water treated with chlorine and ammonia and only a short amount of time in the sun. hardly enough sun to grow your own vegetables or enough room to graze your own cattle.\n\nchlorine and ammonia inhibit the growth of plants
Focuses on economic inequality and cost-of-living concerns, with critique of wealth disparity and living conditions.
@daylegibson4367
Mar 4, 2025
Inflation will rise at Canada. Be more wise
Inflation will rise at Canada. Be more wise
Warns about inflation in Canada and urges caution, focusing on economic consequences.
@osmanyaycioglu1098
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
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
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
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
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
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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Discourse Quality (Perspective API)