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
They will pay 25% more for our goods? Unacceptable! Starting today, WE will pay 25% more for their goods too!
They will pay 25% more for our goods? Unacceptable! Starting today, WE will pay 25% more for their goods too!
Proposes a reciprocal tariff response framed as economic retaliation, focusing on the cost impact of trade measures.
@allo5auru5
Mar 4, 2025
From the USA: Why is it right for Canada to tariff us more than we tariff them? Trump pointed out that there was a 200 billion a year tariff deficit for the USA. Some say …
From the USA: Why is it right for Canada to tariff us more than we tariff them? Trump pointed out that there was a 200 billion a year tariff deficit for the USA. Some say that number is inflated and the real number is somewhere around the 70 billion mark in Canada's favor. No one disagrees that the US has a huge tariff deficit with Canada. So, the USA is just leveling the playing field. It's time to truly have level trade with the rest of the world, not just Canada. No more free lunch from the US to the world. We want free and fair trade, but for that to happen we must tariff other countries goods at exactly the same level they tariff our goods.
Detailed argument about tariff deficits and trade imbalances between USA and Canada, comparing economic relationships.
@RealRadNek
Mar 4, 2025
Trump doesn't care about US jobs. He and the people who surround him are independently wealthy. They have already, in a few weeks, eliminated hundreds of thousands of jobs which support the running of the …
Trump doesn't care about US jobs. He and the people who surround him are independently wealthy. They have already, in a few weeks, eliminated hundreds of thousands of jobs which support the running of the United States. Vital services, including VA hospitals, have been reduced. \nI support Canada, as a US citizen, against this US illogical behavior.
Focuses on job losses and economic impact of Trump policies while supporting Canada against US actions.
@terriem3922
Mar 4, 2025
Great, life in Canada just got more expensive because of this fool. TIME FOR AN ELECTION!
Great, life in Canada just got more expensive because of this fool. TIME FOR AN ELECTION!
Blames immigration policy for increased cost of living and calls for electoral action.
@nunyabidnit937
Mar 4, 2025
Buy American all day every day.\nNot that hard.\nSupport American workers, buy made in the USA and American Agriculture.
Buy American all day every day.\nNot that hard.\nSupport American workers, buy made in the USA and American Agriculture.
Advocates for economic protectionism and supporting American workers and agriculture, framed as a practical economic choice.
@JohnCunningham-y2t
Mar 4, 2025
We’re taxing them the same as they are taxing us
We’re taxing them the same as they are taxing us
Direct statement about tax reciprocity between nations, framing trade relations through economic equivalence.
Economic Argument
0.85
@APG103House
Mar 4, 2025
Didn't touch on the prices of goods coming across the border into the US. Get a grip Frenchie, you're ripping us off, that's the reason for the tariffs, bozo! Come on mention the outrageous prices …
Didn't touch on the prices of goods coming across the border into the US. Get a grip Frenchie, you're ripping us off, that's the reason for the tariffs, bozo! Come on mention the outrageous prices on the goods we get from your country.
Focuses on pricing and trade economics as justification for tariffs, criticizing Canadian goods pricing.
@samwestover9953
Mar 4, 2025
We don’t need any of your resources. We literally can get everything in our own country. You have be taking advantage of us with your significantly High tariffs and when we ask for a more …
We don’t need any of your resources. We literally can get everything in our own country. You have be taking advantage of us with your significantly High tariffs and when we ask for a more fair deal this is how you treat us.
Argues that Canada is economically self-sufficient and criticizes unfair tariff policies and trade practices.
@timothybeach8771
Mar 4, 2025
More inflation isn't going to affect most of us. We've already had so much that we can't afford anything anyway. If a house already costs a million dollars who cares if it goes up to …
More inflation isn't going to affect most of us. We've already had so much that we can't afford anything anyway. If a house already costs a million dollars who cares if it goes up to 100 million. Is truly not worth working during this period of time until work pays a living again. I'm at the point I'd rather go live off the land on a commune
Discusses inflation, housing costs, and wage stagnation as barriers to livelihood, grounded in personal economic experience.
@JamesComeaux-n9w
Mar 4, 2025
Economic forecasters are already saying the US is headed for a deep recession. After just 6 weeks on the job.. SMH.
Economic forecasters are already saying the US is headed for a deep recession. After just 6 weeks on the job.. SMH.
Cites economic forecasters' predictions of recession as consequence of Trump's policies.
Economic Argument
0.85
@harryhondo1013
Mar 4, 2025
The Auto Industry stands to lose on both sides of the border …. And it’s not Tesla
The Auto Industry stands to lose on both sides of the border …. And it’s not Tesla
Comment discusses economic impact on the auto industry across borders, focusing on business and sectoral consequences.
Economic Argument
0.85
@OBoy-m1v
Mar 4, 2025
Why impose tariffs? Canadians don't buy American goods anymore. That's way more effective than imposing tariffs.
Why impose tariffs? Canadians don't buy American goods anymore. That's way more effective than imposing tariffs.
Discusses trade strategy and consumer purchasing behavior as an alternative to tariffs, framed as economic reasoning.
Economic Argument
0.85
@nurzumkommentieren5762
Mar 4, 2025
While I acknowledge that the way Trump and Vance addressed Zelensky could have been more diplomatic, as an American , I cannot justify allocating $360 billion of our tax funds towards resolving another counties war—especially …
While I acknowledge that the way Trump and Vance addressed Zelensky could have been more diplomatic, as an American , I cannot justify allocating $360 billion of our tax funds towards resolving another counties war—especially when only half of that amount has been accounted for, and the other half remains untracked. Let that point sink in! The US is currently in $33 Trillion dolars in debt yet giving away money like candy . No other country is contributing money like we are . We simply do not have the resources to continue doing that . Our financial situation is worsening as we print more money to allocate toward other countries. Furthermore, 7% of the $33 trillion of the US debt is owed by other countries , including China . Our funds need to be utilized for our own benefit before being given away. We have veterans on the streets, the elderly suffering because SS isn't covering their basic needs , school system thatvis failing , health insurance unaffordable by most. We need to fix our own issues. We need to feed our own kids before we feed the neighbors, not the other way around.
Extended argument focused on US debt, budget allocation priorities, and domestic economic needs versus foreign aid spending.
@l.a.a3682
Mar 4, 2025
Trade Deficit. US imports more than they export.
Trade Deficit. US imports more than they export.
Presents a factual economic claim about trade deficits as a basis for understanding the tariff dispute.
Economic Argument
0.85
@LezleeBrunson
Mar 4, 2025
The price of hockey equipment just went through the roof thanks, Trump
The price of hockey equipment just went through the roof thanks, Trump
Cites specific economic consequence (price increase in hockey equipment) resulting from trade policy, illustrating economic impact argument.
Economic Argument
0.85
Mar 4, 2025
I think people need to understand that if you look at it from a business standpoint the US constantly gets fucked in every trade and as much as most americans want to be friendly with …
I think people need to understand that if you look at it from a business standpoint the US constantly gets fucked in every trade and as much as most americans want to be friendly with most countries they cant when you are forced to help other people outside your country before you can help yourself
Frames trade policy from a business perspective, arguing the US is economically disadvantaged in international agreements.
Economic Argument
0.85
@chc1169c
Mar 4, 2025
Trump just placed the same tariffs on them that they already had on us.
Trump just placed the same tariffs on them that they already had on us.
Factual statement comparing tariff rates between countries, presenting an economic argument about trade policy equivalence.
@Robert77-b4q
Mar 4, 2025
Very true nobody wins in a trade war!
Very true nobody wins in a trade war!
Discusses economic impact of trade wars, asserting mutual negative consequences.
Economic Argument
0.85
@wankerka
Mar 4, 2025
I’m in Seattle and have a vacation home in British Columbia so go there often while renting out other days to other people. Wonder how the tariffs gonna affect this. For example if certain things …
I’m in Seattle and have a vacation home in British Columbia so go there often while renting out other days to other people. Wonder how the tariffs gonna affect this. For example if certain things need to be remodeled in my pad over in BC I usually order from suppliers in USA near the border since I use them for my home in Seattle too. I’m guessing it might get taxed now. Not sure how it will play out. I do know that initially tariffs gonna effect lot of people but do believe in general it will get economy better. I recently saw that Mexico been adding tariffs for years for certain USA goods (for example appliances purchased in usa from Mexico will cost another 27% etc) and it’s time for USA do similar things. Just hoping my burrito cost doesn’t keep going up. Was around 8$ several years back and now it’s 14$ in Seattle ?
First-person account of how tariffs may affect personal business and property, with broader economic analysis and price inflation concerns.
@SeoulToSeattle
Mar 4, 2025
“I won’t sugar coat it” seems someone has understood how tariffs work. Which is somehow the reasons economies do everything to reduce or get rid of tariffs.
“I won’t sugar coat it” seems someone has understood how tariffs work. Which is somehow the reasons economies do everything to reduce or get rid of tariffs.
Analyzes tariff economics and their role in trade policy, discussing economic principles and outcomes.
Economic Argument
0.85
@MathieuDeVinois
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)