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
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
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
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement …
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement I was like that should tell the government alot! He also receive double of me for gst 🤦♀️
Anecdotal claim about government welfare benefits allegedly given to immigrants, framed as evidence of unfair economic policy.
goatera1594
Jan 29, 2026
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
Beautiful, now is the time to invest. When markets are down, entry is cheap!!
Beautiful, now is the time to invest. When markets are down, entry is cheap!!
Discusses market conditions and investment strategy in response to economic downturn.
Economic Argument
0.80
@UncannyRicardo
Mar 4, 2025
Doesn’t like this clown of PM Trudeau because his open support to Khalistani terrorists. But here he is right because its hurting them. I don’t think the tarrif going to benefit USA immediately, it might …
Doesn’t like this clown of PM Trudeau because his open support to Khalistani terrorists. But here he is right because its hurting them. I don’t think the tarrif going to benefit USA immediately, it might take decade for local business to compete, but meanwhile tarrif will increase the inflation in US immediately
Primarily discusses economic impacts of tariffs on inflation and business competition, with secondary political criticism.
@PcTgFamily
Mar 4, 2025
Haha and all DJT had to say was Reciprocal tariffs ?. Hmmmm 3 trillion dollar gdp vs 30 trillion dollar gdp . Let’s see who it will hurt more you clown
Haha and all DJT had to say was Reciprocal tariffs ?. Hmmmm 3 trillion dollar gdp vs 30 trillion dollar gdp . Let’s see who it will hurt more you clown
Uses sarcasm and economic data (GDP comparison) to critique tariff policy impact.
@iamat33
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
Since the corporations pay the tariffs and the liberals always want corporations to pay their fair share this should be loved by liberals ?
Since the corporations pay the tariffs and the liberals always want corporations to pay their fair share this should be loved by liberals ?
Discusses tariff policy and corporate tax burden, using economic logic to argue liberals should support Trump's tariff approach.
Economic Argument
0.80
@bassjasinski
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
Canada and their snowflake PM can talk all they want! The trade deficit numbers between the US and Canada will crush Canada and be barely felt in the US. All of these comments are uninformed …
Canada and their snowflake PM can talk all they want! The trade deficit numbers between the US and Canada will crush Canada and be barely felt in the US. All of these comments are uninformed and uneducated. Once again, Canada will cave in a short time because it's unsustainable for their economy. Time to step up your border security or watch your economy crash!
Argues that trade deficit economics will force Canada to capitulate, emphasizing economic vulnerability and calling for border security policy changes.
@BigPimpin239
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
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
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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
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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