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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 60 of 64
What a shocker, and we have to pay for this
What a shocker, and we have to pay for this
Expression of concern about taxpayer burden and cost of immigration to public finances.
Carbontaxslave Feb 18, 2026
Tim Horton sont les premiers employeurs d'émigrer
Tim Horton sont les premiers employeurs d'émigrer
References Tim Hortons as a major employer of immigrants, making an economic claim about immigrant employment patterns.
rossmartin8263 Feb 26, 2026
President Trump Will Make America Great Again, Our country Is Been flooded with Millions of Illegal immigrants and Businesses Have been Going to other Countries For Many Years now President Trump Tariff Will Make Hundreds …
President Trump Will Make America Great Again, Our country Is Been flooded with Millions of Illegal immigrants and Businesses Have been Going to other Countries For Many Years now President Trump Tariff Will Make Hundreds of thousands of Companies To come Back to the United states
Focuses on economic impacts of immigration and tariffs bringing companies back, with underlying anxiety about demographic change.
@Elgringo521 Mar 4, 2025
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
Argues that Canada needs immigration due to low birth rates and labor demands, using crude comparative framing to justify policy.
paulgomez381 Jan 29, 2026
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Uses comparative example to argue that immigration is driven by government labor exploitation rather than cultural takeover concerns.
obsessedwithlawnoddswithgr Feb 24, 2026
Most of the world have had enough of Tramp, there is a lot of people around the world who will refuse to purchase American goods from now on and the diplomatic fallout will last for …
Most of the world have had enough of Tramp, there is a lot of people around the world who will refuse to purchase American goods from now on and the diplomatic fallout will last for a couple of terms. Tramp will probably move to put tariffs on goods from the EU and their retaliatory tariffs will result in a 25% increase in the price of everyday products that the American public purchase. If tariffs are imposed on the EU that will mean at least 70% of American goods will have tariffs on them. Tramps next book will be, how to crash an economy within two months of taking office, so much for the art of the deal! This is a really pointless interneine trade war and the collaborator in chief getting cosy with Russia is another example of Tramps deranged priorities.
Analyzes economic consequences of tariffs and trade wars, comparing international economic impacts and predicting price increases.
@markgallagher5908 Mar 4, 2025
U.S De-dollarisation as reserve currency is the need of the hour
U.S De-dollarisation as reserve currency is the need of the hour
Discusses economic policy regarding currency and reserve status, framed as an urgent economic need.
@chinmoyborah1109 Mar 4, 2025
Yall are mad because America wants to play fair now, you're an ally not a state womp womp dont be mad when Americans prioritize their needs first. Tarrifs will make the lifes of all Americans …
Yall are mad because America wants to play fair now, you're an ally not a state womp womp dont be mad when Americans prioritize their needs first. Tarrifs will make the lifes of all Americans better in the long run aka less taxes. Our country has been depleted and its time we woroked on ourselves. Prime example California? hole.
Argues that tariffs and prioritizing American economic interests will benefit citizens through reduced taxes and improved conditions.
@Buardo Mar 4, 2025
FUCK YOU… pay the tariff… I like how they call tariffs a TRADE WAR… we don’t need Canada California has more ppl than Canada!
FUCK YOU… pay the tariff… I like how they call tariffs a TRADE WAR… we don’t need Canada California has more ppl than Canada!
Discusses tariffs and economic trade while comparing Canada's population/importance to California.
@ministerforprofitministerf1671 Mar 4, 2025
Canadian must be greatful that Indians R in Canada...for the Canadian Economie...
Canadian must be greatful that Indians R in Canada...for the Canadian Economie...
Argues that Indian immigrants contribute economically to Canada, framing immigration as economically beneficial.
anilchopra4901 Jan 29, 2026
The racists say they don’t want to get an education when they actually pay three times the tuition. Which bring in billions a year. The racists don’t contribute billions into Canada.
The racists say they don’t want to get an education when they actually pay three times the tuition. Which bring in billions a year. The racists don’t contribute billions into Canada.
Defends immigrants by citing their economic contributions (tuition billions) against accusations of not contributing, combining economic and fairness arguments.
kentclark9740 Sep 19, 2025
I'm not an expert by any stretch but I think what America is trying to do is, by doing this, force the US market to start up working again, America can make 90% of everything …
I'm not an expert by any stretch but I think what America is trying to do is, by doing this, force the US market to start up working again, America can make 90% of everything it needs. \n\nThink about WW2. America wasn't reliant on world trade or manufacturing. Quite the opposite actually.\n\nOnly thing that makes sense to me.
Speculates about US economic strategy and self-sufficiency in manufacturing, comparing current policy to historical WW2 economic independence.
@TheSkogarmoar 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
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
Highest earning ethnic group and highest tax contributors per capita btw. If they were Japanese no one would be complaining.
Highest earning ethnic group and highest tax contributors per capita btw. If they were Japanese no one would be complaining.
Defends a group's economic contribution while implying differential treatment based on ethnicity, combining economic data with identity-based comparison.
vm8886 Jan 27, 2026
Trudeau is a WEF puppet. A tariff war between Canada and the U.S. is ridiculous to begin with, and it will certainly have negative consequences for the U.S., but much more so for Canada. Let's …
Trudeau is a WEF puppet. A tariff war between Canada and the U.S. is ridiculous to begin with, and it will certainly have negative consequences for the U.S., but much more so for Canada. Let's face it, the U.S. internal market is several times that of Canada. Many businesses in Canada exist only because of their trade with the U.S. The same is not true for the U.S. Trudeau can paint whatever picture he wants to Canadians, but the Trump administration is not made of fools and they are very much aware of the reasons they have for having enforced the tariffs.
Analyzes economic asymmetry between nations and tariff impact, with unsubstantiated 'WEF puppet' claim.
@xavieryates9782 Mar 4, 2025
Canada has such a small population especially compared their less friendly neighbors to the south. Hope they figure out how to retain the skilled people they need to grow strong enough to fend off any …
Canada has such a small population especially compared their less friendly neighbors to the south. Hope they figure out how to retain the skilled people they need to grow strong enough to fend off any threats.
Discusses Canada's population size and need for skilled workers to maintain economic strength relative to neighboring countries.
omghowcueify Feb 24, 2026
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
Pay your fair share, the American people aren’t here to work for the world and pay for the world…
Pay your fair share, the American people aren’t here to work for the world and pay for the world…
Frames immigration as an economic burden on American taxpayers, combining fiscal concern with nationalist framing of resource allocation.
@michaelyednak2413 Mar 4, 2025
Comprehend! 300billion is what we pay for one air plain! We pay 5 billion on.one aircraft carrier! We wouldn't even need if it wasn't for other people's problems 5:55
Comprehend! 300billion is what we pay for one air plain! We pay 5 billion on.one aircraft carrier! We wouldn't even need if it wasn't for other people's problems 5:55
Critiques government spending on military equipment and questions priorities regarding international involvement, focusing on economic costs.
@joshualove8907 Mar 4, 2025
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Discourse Over Time

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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)