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
Canada gotta pay!
Canada gotta pay!
Brief assertion about Canada owing money, framed as an economic complaint.
Economic Argument
0.70
@Gabrielsancheese
Mar 4, 2025
revenew canada generating revenew..............
revenew canada generating revenew..............
Brief reference to Canada generating revenue, likely implying economic benefit from immigration.
Economic Argument
0.70
miakmo59
Feb 18, 2026
He’s getting money back from having to subsidize Canadians for 200 billion a year.
He’s getting money back from having to subsidize Canadians for 200 billion a year.
Makes an unsubstantiated economic claim about subsidies while framing it as justification for financial recovery.
@jaysavy
Mar 4, 2025
After the last four years of the Biden Harris administration shitshow I think we'll live! We've been going two hundred billion dollars in the hole dealing with Canada Canada.
After the last four years of the Biden Harris administration shitshow I think we'll live! We've been going two hundred billion dollars in the hole dealing with Canada Canada.
Makes an unsubstantiated claim about a specific dollar amount deficit while framing the issue in economic terms.
@charlesovercash8862
Mar 4, 2025
I want to speak directly from the American people, you pay for the war!
I want to speak directly from the American people, you pay for the war!
Raises concern about American financial burden related to military/war spending in context of policy dispute.
@ИгорьСикорский-р4ч
Mar 4, 2025
The US gives $200 billion yearly to Canada. U.S. banks are not allowed to do business in Canada, but yet we allow their banks in the US...by the way LOOK IT UP. You liberals are …
The US gives $200 billion yearly to Canada. U.S. banks are not allowed to do business in Canada, but yet we allow their banks in the US...by the way LOOK IT UP. You liberals are what's wrong with both countries. Inflation is created by printing money with no concrete backing such as gold/oil, not tariffs. Will tariffs create short term inflation yes, will it stimulate jobs, spending absolutely yes. For those liberals who keep saying how intelligent this ? is...this is the same guy who disarmed his beloved citizens and gave the guns to Ukraine. For those who sympathize with this ?, move to Canada. I have no ill will towards Canadians except the cancerous liberals that allow idiots like Trudeau to take office. Look at the facts before you sympathize with a country that doesn't benefit us in EQUAL FAIR TRADE.
Primarily discusses trade imbalances, tariffs, and economic policy, though includes unverified claims about US-Canada banking restrictions and US aid figures.
@collinsingleton6899
Mar 4, 2025
Go buy the stuff you need before it goes up in price. Oh, that’s everything and ongoing ?
Go buy the stuff you need before it goes up in price. Oh, that’s everything and ongoing ?
Discusses rising prices and inflation concerns with sarcastic tone, focusing on economic impact and cost of living.
@ckp2ator389
Mar 4, 2025
Another recession coming soon? I'm tired of it grandpa!
Another recession coming soon? I'm tired of it grandpa!
Expresses concern about economic recession with sarcastic tone directed at leadership.
@karlavillalobos6184
Mar 4, 2025
First and most of all!!!!!!!! He is PRESIDENT , trump !!!!!!! Second only Canada will truly be affected, u can raise energy and our president will subsidize it with ur tariffs
First and most of all!!!!!!!! He is PRESIDENT , trump !!!!!!! Second only Canada will truly be affected, u can raise energy and our president will subsidize it with ur tariffs
Discusses tariffs, energy subsidies, and economic impact on Canada, focusing on trade and fiscal policy consequences.
@tinytrouble1782
Mar 4, 2025
It's important to remember that it's not kind or respectful to make fun of someone for their appearance or cultural practices.1st you have to know that USA is 65 $ billion Trade Deficit with Canada …
It's important to remember that it's not kind or respectful to make fun of someone for their appearance or cultural practices.1st you have to know that USA is 65 $ billion Trade Deficit with Canada Do you know how it will effect USA citizen cost will increase on average person Even i am not USA Citizen or even i didn't visited USA at present my country have trade Deficit many countries in my country very hard to live in India
Discusses trade deficits and cost-of-living impacts while appealing to respect and fairness principles.
@ramchandrareddy6748
Mar 4, 2025
Only reason tariffs will hurt the economy is because the masses have been conditioned to buy ? that's not necessary. People have gotten so used to having things done for them that they can't bare …
Only reason tariffs will hurt the economy is because the masses have been conditioned to buy ? that's not necessary. People have gotten so used to having things done for them that they can't bare to not have everything done for them. The mental stupidity the news keep trapping the zombies is not surprising. When we gotta hunt for our food the weeds will be exposed
Discusses tariff impacts and economic behavior, though rambling and somewhat incoherent in argumentation.
Economic Argument
0.68
@tonystarkz5002
Mar 4, 2025
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call us racists when the business goes to shit. I'd rather have four million Philippines and south American refugees - than a bunch of entitled Khalistanis, Muslims and jihadists. Any fucking day! We actually don't go thru drive thru anymore - we go inside and see who is working before we order anything. Absolutely sick of shitty food and bad service.
Combines economic grievances (franchise ownership, employment practices, service quality) with ethnic stereotyping and preference ranking of immigrant groups.
kittenhasclaws3006
Jan 27, 2026
Just Tariff, nothing bad, work hard, don’t enjoy on American people and their money.
Just Tariff, nothing bad, work hard, don’t enjoy on American people and their money.
Discusses tariffs and work ethic in relation to economic relationships between countries.
Economic Argument
0.65
@ambaasia8200
Mar 4, 2025
It is at Steak , their Bovine Steaks will certainly cost them more since Angus went sky high for Cananda
It is at Steak , their Bovine Steaks will certainly cost them more since Angus went sky high for Cananda
Discussion of beef/steak costs and economic impact on a restaurant, with unclear or unverified claim about Angus prices.
@FurthermoreJack
Mar 4, 2025
Have better trade then
Have better trade then
Brief suggestion to improve trade relations, addressing economic policy concerns.
Economic Argument
0.65
@Cstevens00
Mar 4, 2025
Canada benefits from this somehow.
Canada benefits from this somehow.
Vague assertion about Canada's economic benefit from immigration, phrased as a statement but unclear in intent.
aaronyeager6778
Feb 23, 2026
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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
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Solidarity
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Fear / Threat
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Meta-Commentary
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Unverified Claim
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Moral Argument
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Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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