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 got one big madness President at the White House. We believe he already open the Bank of America to receive 25 percent from Canada ?? , 25 percent from Mexico ?? and another 10 …
America got one big madness President at the White House. We believe he already open the Bank of America to receive 25 percent from Canada ?? , 25 percent from Mexico ?? and another 10 percent from China ??. These tariffs (taxes) are for US government work? Trump is that Federal government himself. Gurrentee the prices will go up .Trump does care about the poor but himself. This is very bad for partnership with Canada? Trau speak the truth
Focuses on tariffs, taxes, and economic impact on prices and the poor, with criticism of Trump's policies.
@PaulXiong-q4r
Mar 4, 2025
The ship is already sinking. The nobles are on their own yachts while they scoop up all the wealth from the drowning.
The ship is already sinking. The nobles are on their own yachts while they scoop up all the wealth from the drowning.
Uses economic metaphor of sinking ship and wealth inequality to express concern about systemic economic problems.
whoarewefoolin9463
Sep 13, 2025
Well, the problem is we jump minimum wage too fast and it screwed the economy and that’s all true. Those fault.
Well, the problem is we jump minimum wage too fast and it screwed the economy and that’s all true. Those fault.
Attributes economic problems to rapid minimum wage increases, framing it as policy-driven economic damage.
Economic Argument
0.75
BlueT521
Aug 28, 2025
Lumber to build homes mostly comes from Canada! Trump is a fkn idiot
Lumber to build homes mostly comes from Canada! Trump is a fkn idiot
References Canada's lumber exports (economic interdependence) while insulting Trump, mixing economic fact with personal criticism.
@dext037
Mar 4, 2025
He’s talking about 25% tax on $150B but Elon saved the United States 100% on $105B in one month. As a wise man once said, “You don’t have the cards.”
He’s talking about 25% tax on $150B but Elon saved the United States 100% on $105B in one month. As a wise man once said, “You don’t have the cards.”
Compares tax policy impact with claimed savings figures, engaging in economic comparison and critique of fiscal policy.
Economic Argument
0.75
@NoahAvery96
Mar 4, 2025
The US CAN LIVE WITHOUT YOUR PRODUCTS.
The US CAN LIVE WITHOUT YOUR PRODUCTS.
Brief assertion about economic leverage and trade relationships between US and Canada.
Economic Argument
0.75
@scottgalliett3081
Mar 4, 2025
F trump messing up our country making everything go way up now
F trump messing up our country making everything go way up now
Blames Trump for economic problems (inflation, rising costs) affecting Canada.
@NB-cn9uk
Mar 4, 2025
Canadians are just going to sell all their properties in the US, we will not go over the border to the US anymore!!!! Very little.
Canadians are just going to sell all their properties in the US, we will not go over the border to the US anymore!!!! Very little.
Describes economic responses (property sales, border avoidance) by Canadians in reaction to US policy, with nationalist undertones.
@livinginharmoney3843
Mar 4, 2025
Lots of americans lost their job already thanks to Trump for this blessing and smart move.Trump voters are now on food stamp. ???
Lots of americans lost their job already thanks to Trump for this blessing and smart move.Trump voters are now on food stamp. ???
Claims about job losses and food stamps due to Trump's policies, mixing economic impact discussion with unsubstantiated assertions.
@johnllyod4360
Mar 4, 2025
We non-crazy people have to adopt the autarky strategy to make ourselves independent of the crazy people. In Germany we say „separating the wheat from the chaff“.? As long as the main trade rule, that …
We non-crazy people have to adopt the autarky strategy to make ourselves independent of the crazy people. In Germany we say „separating the wheat from the chaff“.? As long as the main trade rule, that we are all profiting from trade, is not sufficiently understood… Global prosperity would always be the better choice and we have backwards development. Inacceptable for young world citizens.
Discusses trade policy, economic interdependence, and prosperity as moral imperatives, advocating for global cooperation over isolation.
@holyflower7930
Mar 4, 2025
That is ridiculous guess I'll spend my hard earned vacation money to other countries.
That is ridiculous guess I'll spend my hard earned vacation money to other countries.
References personal vacation spending decisions in response to border policies, framing the issue through economic impact.
krakenbuilt8804
Dec 10, 2025
There's a trade deficit with Canada.....if you actually think US will be worse in the long run compared to Canada, you would not go on TV like this Trudeau. You would just tariff
There's a trade deficit with Canada.....if you actually think US will be worse in the long run compared to Canada, you would not go on TV like this Trudeau. You would just tariff
Discusses trade deficit and economic consequences, questioning Trudeau's negotiating position based on economic logic.
@rippleforeskinxrp358
Mar 4, 2025
OH HOG WASH AND CANADA HAS BEEN TAKING ADVANTAGE OF AMERICA FOR MANY YEARS NOW, WE ARE NOT SCARED
OH HOG WASH AND CANADA HAS BEEN TAKING ADVANTAGE OF AMERICA FOR MANY YEARS NOW, WE ARE NOT SCARED
Claims Canada has exploited America economically and dismisses threat concerns, framed as economic grievance.
@kennethjohnson347
Mar 4, 2025
It’s just gonna bankrupt your country as well
It’s just gonna bankrupt your country as well
Expresses concern about financial consequences and economic collapse from a policy or action.
@JeffWilliams-xs7ho
Mar 4, 2025
All the big shareholders in the airlines that flew them all in, should be happy that they can double their money, flying them back out again.
All the big shareholders in the airlines that flew them all in, should be happy that they can double their money, flying them back out again.
Uses sarcasm to critique the economic interests of airlines profiting from immigration-related flights.
johnb5519
Feb 18, 2026
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A MONTH FOR CALL LIST A PROVINCE HAS AVERAGE 20000 ON FORCE EACH MAKING BETWEEN 70K TO 140K EACK A YEARLY! THIS IS A BUSINESS AND BUSINESS IS GOOD 👍
Questions whether immigration enforcement is a financial scheme to increase police budgets, citing salary figures and institutional costs.
Economic Argument
0.75
wille.2010
Feb 18, 2026
So far the US has lost more, their stock market has crashed
So far the US has lost more, their stock market has crashed
Discusses economic impacts (stock market) as evidence of relative harm to the US in the conflict.
@winterMB91
Mar 4, 2025
US is falling and they smartly voted for a guy who only talks, more jobs will be lost, and as if they are willing to work, when majority relies on subsidy, Rus and Chi now …
US is falling and they smartly voted for a guy who only talks, more jobs will be lost, and as if they are willing to work, when majority relies on subsidy, Rus and Chi now chhering,
Discusses job losses, subsidy reliance, and economic decline as consequences of Trump's policies, with underlying threat framing about US decline.
@jamesgarcia5147
Mar 4, 2025
We live in Australia. Were about to buy a tesla and next years annual holiday was going to be to Disney world. We’ll go to Europe instead, and will hold off buying a car, maybe …
We live in Australia. Were about to buy a tesla and next years annual holiday was going to be to Disney world. We’ll go to Europe instead, and will hold off buying a car, maybe we’ll get a Kia or a BYD. Never American now. The world hates you Donald.
Consumer boycott of American products framed as economic consequence, with identity-based rejection of America.
@lightweightben
Mar 5, 2025
Why is trump beefing with the closes countries to us Russia ain’t getting tariffs we barely get anything from Russia
Why is trump beefing with the closes countries to us Russia ain’t getting tariffs we barely get anything from Russia
Questions Trump's tariff strategy while discussing trade relationships and economic impact, primarily focused on economic logic.
@keemalovell5224
Mar 5, 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)