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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
Page 64 of 64
AI has taken over most of the jobs in Canada.
AI has taken over most of the jobs in Canada.
The comment makes an economic claim about job displacement, though the assertion about AI is likely exaggerated or false.
therainbow488 Feb 18, 2026
50% of the United States population thinks these tariffs are paid by Canada. WRONG! The American population pays this. Fact.
50% of the United States population thinks these tariffs are paid by Canada. WRONG! The American population pays this. Fact.
Makes a specific factual claim about tariff burden distribution presented as fact without evidence, framed as economic argument.
@ebok33643 Mar 4, 2025
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if …
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if they have that many people.
Argues about labor market allocation and welfare distribution based on population size and ethnicity, mixing economic and identity-based reasoning.
aleksanderkuncwicz7277 Jan 27, 2026
No pain No gain ?\nGo America ?? the little pain will have great Gains.
No pain No gain ?\nGo America ?? the little pain will have great Gains.
Uses economic metaphor ('pain' and 'gains') to justify short-term costs for long-term benefits, framing policy in economic terms.
@oliverzavala6753 Mar 4, 2025
Trump’s foreign policy is to put America First including less import goods and start producing our own goods. It is going to be tough but we are resilient. God bless America.
Trump’s foreign policy is to put America First including less import goods and start producing our own goods. It is going to be tough but we are resilient. God bless America.
Discusses Trump's economic policy (America First, domestic production) with nationalist framing about American resilience and identity.
@janhontanosas 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
Canada will go bankrupt America keeps them going.
Canada will go bankrupt America keeps them going.
Makes an economic claim about Canada's financial dependency on the US, presented as comparative analysis.
@johnreimer3807 Mar 4, 2025
Than Canadians need to start breeding again (having children) and get off medical marijuana. Can't find Canadian boyz to drive truck (have to pass drug test)
Than Canadians need to start breeding again (having children) and get off medical marijuana. Can't find Canadian boyz to drive truck (have to pass drug test)
Addresses labor market issues and workforce concerns, implying economic competition and demographic anxiety about Canadian workforce participation.
lloydkuepfer1599 Aug 26, 2025
american alcohol black market in canada must be making money
american alcohol black market in canada must be making money
Observation about potential black market economic activity related to cross-border alcohol trade.
@MrAcruz2 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
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
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.
@tonystarkz5002 Mar 4, 2025
Have better trade then
Have better trade then
Brief suggestion to improve trade relations, addressing economic policy concerns.
@Cstevens00 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
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.
@ambaasia8200 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 Over Time

Top 6 discourse types by month — how framing evolves over time

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Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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)