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
Lots of emotional response here. I also feel that Canadians are our brothers and sisters of the USA. But removing the emotion, Canada isn't holding the cards. This nonsense will hurt Canada far more than …
Lots of emotional response here. I also feel that Canadians are our brothers and sisters of the USA. But removing the emotion, Canada isn't holding the cards. This nonsense will hurt Canada far more than the US.
Analyzes economic consequences of tariffs on Canada versus the US, comparing relative harm to each nation.
@northamericannomad7822
Mar 4, 2025
I’m a 53 year old Canadian. I went to college on an athletic scholarship & lived there for 10 years after turned professional in my sport. Why, why, why - with all the problems going …
I’m a 53 year old Canadian. I went to college on an athletic scholarship & lived there for 10 years after turned professional in my sport. Why, why, why - with all the problems going on in the world right now to tackle - why would you want to start a trade war with your closest trading partner & most loyal ally? Not to mention that your list of Allies is shrinking daily. This is not going to end well for either of us. \nI just arrived home from a trip to the grocery store - making sure nothing in my cart said “ made in the USA” on it due to the new tariffs that began today. \nThe irony is, many of the states where Trump won by the biggest margin, are the states that are going to get hit the hardest from Canadian retaliation tariffs ( Iowa, Kansas, Nebraska, Indiana, the Dakotas - just to name a few). A lot of farmers in those states are going to be hit extremely hard with the fertilizer tax. After Canada, the next 3 largest Potash producers are Russia, Belarus & China. So , good luck \nWhen the cost of fruit & vegetables skyrocket across the US. Maybe you’ll put a little more thought into your vote 4 years from now.
Combines personal background with detailed economic analysis of tariff impacts on specific regions and agricultural sectors, critiquing trade war policy.
@Nohandle2500
Mar 4, 2025
Can any American tell me, as of March 3 why would any Canadian buy an American built car that has a 25% tariff on it when we can buy from 15 other countries with ZERO …
Can any American tell me, as of March 3 why would any Canadian buy an American built car that has a 25% tariff on it when we can buy from 15 other countries with ZERO tariffs.
Commenter raises economic logic about tariffs and trade alternatives, framed as an information-seeking question about rational consumer behavior.
@SteveB.-sn4df
Mar 4, 2025
I'm sorry our Canadian's fellows, this is not personal, it's just business. All this year the USA economy has been decreased because we buy (importing) more goods than selling (exporting). We are no in good …
I'm sorry our Canadian's fellows, this is not personal, it's just business. All this year the USA economy has been decreased because we buy (importing) more goods than selling (exporting). We are no in good shape economically to support other countries' economies. We need companies to come back to produce in the USA and those extra charges are an incentive to start producing again in the USA. After our economy is better, we can make new deals.
\nAbout Fentanyl, it is funny that he said that it was all good and after that, saying just in the last months implemented all kinds of security measures. LOL
\nHe speaks nice, but he is not a smart guy. Putting tariffs back to the USA makes it worse with Donald Trump. Donald Trump is a businessman, he can keep increasing the taxes and in the end, Canada will be hurt more than the USA. I suggest to peacefully open a negotiation with Trump, not to fight back at the same level... don't take it personally, it is just business.
Focuses on trade deficits, tariffs, and economic incentives as justification for US policy, with analysis of economic impacts on both nations.
@HighPoweExpress
Mar 4, 2025
Just another way to jack up prices of products and goods in north america. Good bye middle class
Just another way to jack up prices of products and goods in north america. Good bye middle class
Argues that policy will increase prices and harm the middle class economically.
@tamcevoy
Mar 4, 2025
You’re on your own Canada. You’ve been getting a free ride because of American tax dollars, and you do NOTHING for the US. The Bank of America is now CLOSED!!! We’ve been carrying you for …
You’re on your own Canada. You’ve been getting a free ride because of American tax dollars, and you do NOTHING for the US. The Bank of America is now CLOSED!!! We’ve been carrying you for almost 100 years!! It’s over. Spare us your Canadian BS.
Argues that Canada has economically benefited unfairly from the US and should be self-sufficient, framed as an economic grievance.
@Burzurk1987
Mar 4, 2025
Just pay your own way
Just pay your own way
Brief statement asserting Canada should be financially independent, reflecting economic self-sufficiency argument.
@frankloar8137
Mar 4, 2025
Donald Trump is getting us into more trouble than he’s worth, ? I already need overtime just to keep up with the economy and bills. Food is already high, I hope Canada is not responsible …
Donald Trump is getting us into more trouble than he’s worth, ? I already need overtime just to keep up with the economy and bills. Food is already high, I hope Canada is not responsible for the cost of eggs.
Expresses concern about economic hardship caused by Trump's policies, citing personal financial strain and food costs.
@augustdelacreme
Mar 4, 2025
Can someone please tell Trump Canada is our friend. They have given lives in our wars. They are going to find other customers for their oil while our auto industry will be trashed. They will …
Can someone please tell Trump Canada is our friend. They have given lives in our wars. They are going to find other customers for their oil while our auto industry will be trashed. They will find other countries to buy their lumber while the cost of building American homes soars. It will be easy for Canada, Mexico and China to come out ahead in this trade war. Trump’s understanding of economics and international trade is at the sixth grade level- and not a very bright sixth grader. Finally where is Trumps plan to protect American families and workers? Where is the national resolve to work together to get through this?
Focuses on economic consequences of trade war (oil markets, auto industry, lumber prices, housing costs, 401k impacts) and critiques Trump's economic competence and trade understanding.
@righteousisthelord180
Mar 4, 2025
The consumers always pay for it.Tarffis only enrich the rich
The consumers always pay for it.Tarffis only enrich the rich
Argues that tariffs harm consumers while benefiting the wealthy, focusing on economic distribution impacts.
Economic Argument
0.85
@judaslovesjesus1530
Mar 4, 2025
They cant put chains on peoples hands they chain people up with debt and brake peoples backs with f k n taxes. They dont realize if you give more people spend more because they want …
They cant put chains on peoples hands they chain people up with debt and brake peoples backs with f k n taxes. They dont realize if you give more people spend more because they want to buy things for family and be happy thats how production is. Give and take. Comunist a s s holes.
Argues that taxation and debt burden people, then pivots to economic theory about spending and production, framed as critique of government policy.
@rimoxbrikha6558
Mar 4, 2025
I'm planning to buy Ford Escape I changed my mind to Toyota Rav4..
I'm planning to buy Ford Escape I changed my mind to Toyota Rav4..
Describes a consumer purchasing decision influenced by economic or trade considerations.
Economic Argument
0.85
@donzkietv168
Mar 4, 2025
I think it is time to use all the unused land to grow our vegetation and any thing else that gets planted to use for the Canadian. We do have the brain and the finances …
I think it is time to use all the unused land to grow our vegetation and any thing else that gets planted to use for the Canadian. We do have the brain and the finances to grow our own fruit even if it takes a couple of years for the plants to produce the vegetation to supply the need. We need to manufacture our own goods. It is only one simple issue we will face but it is one we can handle! Oil, gas, car parts and cars...do it here and get some of the unemployed individuals Living on Provincial Checks off their butts and put them to work. (any that can at all} It might just surprise people at how many would have a reason to get up in the morning and the self confidence they need to get rid of the very thing Trump said was killing US people and stop it from coming in from the US! If we are going to tell it lets tell the truth!.
Proposes economic self-sufficiency through domestic agriculture and manufacturing, addressing unemployment and economic independence.
@lisacromwell2452
Mar 4, 2025
Canada, tell me: What is the difference between an assistant drama teacher and a smart person? A drama teacher will fight a losing battle against an economic giant that doesn't need Canada as much as …
Canada, tell me: What is the difference between an assistant drama teacher and a smart person? A drama teacher will fight a losing battle against an economic giant that doesn't need Canada as much as Canada needs him. For Americans, the high cost of Canadian goods will just make them turn to non-Canadian substitute products; for Canadians, we cannot help but buy US products despite the higher costs because we don't have a lot of alternatives. In the long run, Canada will cave in and become the 51st State. Why don't we skip the hardship part and just go straight to where we become part of an economic giant!
Extended argument about economic asymmetry between Canada and the US, predicting Canada's economic subordination based on trade dynamics.
Mar 4, 2025
USA has also implemented a 25% tariff on Australian steel and aluminium, which our industry leaders & politicians are not happy about!
USA has also implemented a 25% tariff on Australian steel and aluminium, which our industry leaders & politicians are not happy about!
Comment reports tariff impacts on Australian industry, comparing how Trump's policies affect different countries economically.
@ExhaustedOwl
Mar 4, 2025
All these years US has a trade deficit of 1 trillion dollars every year. With tariffs we could have recovered 250 billion every year. That is a lot of money. Currently every American owes $110,000 …
All these years US has a trade deficit of 1 trillion dollars every year. With tariffs we could have recovered 250 billion every year. That is a lot of money. Currently every American owes $110,000 because of the accumulated debt of 36.5 trillion.\n\nJustin, how long are we supposed to bend back wards while US has a trade deficit of trillion dollar over the past 20 years. Why cant to you balance the imports and exports so that you don't have to keep taking advantage of USA. CNN did not see the trade deficit every single year for 20 years? what are they talking about? Our news channels have just become political entities rather than looking for the greater good of the Americans. One is for Republicans and others for Democrats - ridiculous. \n\nCanada and Mexico are saying, please stop tariffs, it is going to hurt America. LOL. No it is not. If tariffs were there in 2024, US would have gotten back 15 billion dollar revenue from Canada and Mexico would have paid 46 billion to USA. All this time, this was affecting only Americans and while you are enjoying not paying for your share, you have made US pay by taking loans to pay for the imports increasing our Debt. Yes it has been hurting America for the past 20 years, otherwise how did we accumulate 36.5 trillion debt.\n\nLike Justin said, if Canada can survive while paying 15 billion to USA, of course USA will do fine while collecting the 15 billion from Canada and 46 billion form Mexico. What do you all think that the public is blind?\n\nTo the American Public: Why would we impose tariffs, if that is going to hurt the US. And why are Canada and Mexico shaking in their boots? It would be naive, if you think it is out of their good heart. It had been hurting US for the past 20 years and they did not care. This time it is going to hurt them so all this fuss. The bottom line is that they don't want to pay all the excess that they have been dumping on us while they were benefiting. USA will use the revenue generated (total around 250 billion for 2025 form tariffs) to reduce our tax, make things more affordable, inject in to our own businesses and generate more employment.
Extensive discussion of trade deficits, tariffs, debt accumulation, and economic impact on both countries; critiques current trade policy through economic data.
@jayreddy6887
Mar 4, 2025
USA has been getting f cked trading with Canada and we are tired of paying to protect them while sucking up to the Chinese. ❤
USA has been getting f cked trading with Canada and we are tired of paying to protect them while sucking up to the Chinese. ❤
Frames trade imbalance between USA and Canada as economic burden, comparing relative costs and benefits.
@DarinMullins
Mar 4, 2025
Canadians, you do understand that anything american we buy will be 25% more expensive, right? Not because of Trump, but because of Trudeau. You apply tariffs on what you import, not export.
Canadians, you do understand that anything american we buy will be 25% more expensive, right? Not because of Trump, but because of Trudeau. You apply tariffs on what you import, not export.
Explains economic impact of tariffs on consumer prices while critiquing misunderstanding of trade policy mechanics and attributing blame to Trudeau.
@tnbproduction
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
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
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)