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
Trump is doing this because usa is in over its head with debt and spending.
Trump is doing this because usa is in over its head with debt and spending.
Attributes Trump's actions to US fiscal problems (debt and spending), focusing on economic causation.
Economic Argument
0.85
@yourinluck
Mar 5, 2025
The net effect is positive for the US and it will reduce the trade deficit and more over he can use the surplus to offer subsidies while also reducing the national debt as well. This …
The net effect is positive for the US and it will reduce the trade deficit and more over he can use the surplus to offer subsidies while also reducing the national debt as well. This is a good play from Trump, but the liberals will never understand him because they think with their emotions.
Argues Trump's trade policy reduces US deficit and enables subsidies/debt reduction, framing it as economically sound while dismissing liberal emotional reasoning.
@FunukwaziPhungula
Mar 4, 2025
tough talk but who will pay.......the citizens of Canada....and once they feel enough pain.....their politicians will come groveling back to President Trump just like he did last time
tough talk but who will pay.......the citizens of Canada....and once they feel enough pain.....their politicians will come groveling back to President Trump just like he did last time
Focuses on economic pain to Canadian citizens as consequence of tariff policy, with implicit criticism of political response.
@LawrenceWeber-z5o
Mar 5, 2025
Good luck! You bring nothing to the table. Your country is almost broke! ?
Good luck! You bring nothing to the table. Your country is almost broke! ?
Attacks Canada's economic viability and financial status while dismissing its value.
@geetompkins5794
Mar 4, 2025
We are entering into recession. Many stores are closing. That is my observation.
We are entering into recession. Many stores are closing. That is my observation.
Comment discusses economic conditions (recession, store closures) as personal observation relevant to immigration/policy context.
Economic Argument
0.85
@JesusaQuinto-r5z
Mar 4, 2025
Canada benefit from us more than we benefit from them. Its not like we have money pouring in from Canada. Fuxk Canada!!!
Canada benefit from us more than we benefit from them. Its not like we have money pouring in from Canada. Fuxk Canada!!!
Claims Canada benefits more economically from the US relationship, framed as us-vs-them economic comparison.
@DavidRodgers-f1c
Mar 4, 2025
What’s wrong with reciprocal tariffs, seems fair to me.
What’s wrong with reciprocal tariffs, seems fair to me.
Discusses tariff policy from an economic fairness perspective.
Economic Argument
0.85
@Aware506
Mar 4, 2025
Trump could careless his pockets run deep his family is set for life. We the people are the ones that are gonna feel the burden. Yet there are those that believe he is doing the …
Trump could careless his pockets run deep his family is set for life. We the people are the ones that are gonna feel the burden. Yet there are those that believe he is doing the right thing it’s sad to see how unprofessional our government is at this time and age
Argues that ordinary people bear economic burden of trade war while wealthy elites are insulated; critiques government professionalism.
@Built2last714
Mar 4, 2025
We love America and Americans, but if someone attacks Canadian sovereignty, we will fight back. If the Canadian government invites China to invest in Technology, Agriculture, Automotive, and Oil, Canada will emerge as a different, …
We love America and Americans, but if someone attacks Canadian sovereignty, we will fight back. If the Canadian government invites China to invest in Technology, Agriculture, Automotive, and Oil, Canada will emerge as a different, independent, and prosperous nation. This investment could create thousands of jobs, lower EV and fuel costs, generate significant tax revenue, and strengthen the economy, as Chinese EVs are more affordable than U.S. counterparts. Ultimately, lower energy costs would decrease the cost of living and boost Canadians' spending power, attracting foreign investors to Canada.
Proposes Chinese investment as economic solution to create jobs, lower costs, and strengthen Canadian independence and prosperity.
@rayhaankhan9871
Mar 4, 2025
Congratulations America, you voted for Trump and now you're going to feel the full extent of your decision. Imported good are going to increase, inflation is increasing and your markets are going DOWN. Doesn't look …
Congratulations America, you voted for Trump and now you're going to feel the full extent of your decision. Imported good are going to increase, inflation is increasing and your markets are going DOWN. Doesn't look like your winning, does it.
Predicts negative economic consequences of Trump's policies including tariffs, inflation, and market decline.
@margotgray3330
Mar 4, 2025
Didn’t you cause crazy inflation to your own country as well?
Didn’t you cause crazy inflation to your own country as well?
Questions about inflation policy impact, directly addressing economic consequences of governance.
@Kes-d3f
Mar 4, 2025
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 Canadian and Canada economy is BROKE asf ??????
I'm Canadian and Canada economy is BROKE asf ??????
Comment expresses concern about Canada's economic condition, framing it as broken or in crisis.
Economic Argument
0.85
@datsme8986
Mar 4, 2025
These tariffs were just matched what they had on the US.. this isn’t even a trade war, just matching what you were doing to us lol
These tariffs were just matched what they had on the US.. this isn’t even a trade war, just matching what you were doing to us lol
Discusses tariffs and trade policy, arguing Canada is matching existing US tariffs rather than initiating conflict.
@Baker308
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
Tarrif war, we all suffer these tarrifs
Tarrif war, we all suffer these tarrifs
American expressing desire to immigrate to Canada, framing U.S. as undesirable.
Economic Argument
0.85
@magtv8245
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
Listen, the numbers don’t look good for Canada. America have the resources to withstand long term pains of tariff while Canada can only withstand a short term before a serious recession
Listen, the numbers don’t look good for Canada. America have the resources to withstand long term pains of tariff while Canada can only withstand a short term before a serious recession
Analyzes Canada's economic vulnerability compared to the U.S. in the context of tariff impacts.
@pandassassinoverlord9252
Mar 4, 2025
Unlike the US, Canada is still a trading nation. As a result, my plan is not simply to buy Canadian, but to avoid buying American. Here's my country of origin preference list: \n1. Canada \n2. …
Unlike the US, Canada is still a trading nation. As a result, my plan is not simply to buy Canadian, but to avoid buying American. Here's my country of origin preference list:
\n1. Canada
\n2. Europe/ UK
\n3. rest of the world
\n4. China
\n5. Russia/ North Korea/ USA
Advocates for consumer preference based on country of origin, framing it as economic strategy to support Canada and avoid the US.
@peterwbalward
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
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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)