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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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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Policy Critique

5,980 comments
Page 113 of 299
Canada tried to appease Trump and pretended to take his lies seriously. You can't appease dictators and dictator-wannabes, ever. Don't boo our national anthem at hockey games please, but don't give Trump anything. Most Americans …
Canada tried to appease Trump and pretended to take his lies seriously. You can't appease dictators and dictator-wannabes, ever. Don't boo our national anthem at hockey games please, but don't give Trump anything. Most Americans are on Canada's side.
Critiques Canada's appeasement strategy toward Trump while urging resistance and noting American support for Canada.
@webcelt Mar 4, 2025
It isn't about drugs, it is the fat fraudster throwing his 200kg around. He is taking weight loss drugs made in the UK, perhaps he should tariff those by several thousand percent? He doesn't understand …
It isn't about drugs, it is the fat fraudster throwing his 200kg around. He is taking weight loss drugs made in the UK, perhaps he should tariff those by several thousand percent? He doesn't understand a trade deficit, he doesn't understand tariffs, in fact he doesn't understand very much that isn't grifting and lying. The world has to come together and cut the US out so Trump and his boss Putin can cuddle up. The US can come back when it has jailed the fat fraudster and decided that criminals should not be allowed in the WH.
Critiques Trump's understanding of trade policy and tariffs while making moral arguments about criminal behavior in office and international cooperation.
@kierans1159 Mar 4, 2025
That was a solid speech from Trudeau. Tariff is a desastrous action from Trump. He hide his real agenda in his campaign. I hope a vast majority of American realize how dumb and bully a …
That was a solid speech from Trudeau. Tariff is a desastrous action from Trump. He hide his real agenda in his campaign. I hope a vast majority of American realize how dumb and bully a President they have.
Commenter criticizes Trump's tariff policy as destructive and accuses him of hidden agendas, combining policy analysis with moral judgment.
@phillandry Mar 4, 2025
If you can’t take the heat in the kitchen get out Trudeau boi. Get out of office and get a real job like everyone else. Or you could just go back to Cuba and see …
If you can’t take the heat in the kitchen get out Trudeau boi. Get out of office and get a real job like everyone else. Or you could just go back to Cuba and see your dad.
Attacks Trudeau's fitness for office and calls for resignation; includes unsubstantiated claim about paternity.
@alexadam8819 Mar 4, 2025
When you're turning your country into a socialist Shithole... deflect from your own disaster by attacking the country you've been relying upon to protect you for a century.\n\nPound sand, Little Castro.
When you're turning your country into a socialist Shithole... deflect from your own disaster by attacking the country you've been relying upon to protect you for a century.\n\nPound sand, Little Castro.
Criticizes Canadian government policies as socialist failures while attacking the leader personally and dismissing Canada's position.
@smyth5530 Mar 4, 2025
This will be a good excuse for this gov't to print money again and create inflation. I can't believe how many people believe this two faced resigned PM.
This will be a good excuse for this gov't to print money again and create inflation. I can't believe how many people believe this two faced resigned PM.
Commenter criticizes government's fiscal response (money printing, inflation) and expresses distrust of the PM's credibility.
@e75short14 Mar 4, 2025
The reason is so juvenile. DT doesn’t like Trudeau personally because he said things about him that bruised his ego. He’s not that smart.
The reason is so juvenile. DT doesn’t like Trudeau personally because he said things about him that bruised his ego. He’s not that smart.
Analyzes the underlying motivation for tariffs as personal ego-driven rather than policy-based, critiquing decision-making rationale.
@sheteg1 Mar 4, 2025
Let's see, make peace at reasonable cost with a man who's war with Ukraine showed the world that they cannot last in war with US on a military vs military bases; and the only option …
Let's see, make peace at reasonable cost with a man who's war with Ukraine showed the world that they cannot last in war with US on a military vs military bases; and the only option against the US is a nuclear, while Zelenskyy want's to use US as a deterrent against Putin, all while asking the US for billions. On the other hand, Canada, Mexico and Panama are being over ran by chinese businesses. People think this is against Canadians, Mexicans and Panamanians, but these tariffs are against chinese who are manufacturing in these countries and bypassing tariffs already in place by the US. The chinese are manufacturing in Canada and Mexico and placing (made in Canada/Mexico) and shipping those items to the US, while Canada and Mexico do nothing.
Analyzes Trump's tariff and foreign policy decisions as strategic responses to Chinese manufacturing and geopolitical concerns, offering policy justification.
@Koko_Sam Mar 4, 2025
You Americans have no clue how terrible Trudeau is.
You Americans have no clue how terrible Trudeau is.
Dismissive assertion that Americans lack understanding of Trudeau's governance failures, implicitly critiquing his policies.
@louvensremy7526 Mar 4, 2025
Everyone commenting here thinks that Justin is really great; wait until we unleash Pierre Poilievre or Mark Carney in a couple of months. They're not just good public speakers; but actually intelligent as well. Justin …
Everyone commenting here thinks that Justin is really great; wait until we unleash Pierre Poilievre or Mark Carney in a couple of months. They're not just good public speakers; but actually intelligent as well. Justin and Jagmeet Singh have been holding our Parliament hostage for years.
Critiques current leadership and Parliament, advocating for alternative political figures.
@scooter80stv Mar 4, 2025
That’s a big improvement in one month, JT! What took you so long?! 8:08 it’s what your boss Schwab wants, so it’s what you are doing, you traitor! All you care about is the cover …
That’s a big improvement in one month, JT! What took you so long?! 8:08 it’s what your boss Schwab wants, so it’s what you are doing, you traitor! All you care about is the cover it gives you. ???
Criticism of government action as delayed and motivated by external influence, with accusatory framing.
@AstarteDevi Mar 4, 2025
This clown was supposed to leave his position yet still there to hurt Canada
This clown was supposed to leave his position yet still there to hurt Canada
Criticizes the political leader's continued presence in office and alleged harm to Canada, combining personal attack with policy disagreement.
@johnreimer3807 Mar 4, 2025
Stop all drugs and illegals from the USA then he will remove it
Stop all drugs and illegals from the USA then he will remove it
Critiques border policy by suggesting stricter enforcement against drugs and undocumented immigrants as a negotiating position.
@harlowhahn7582 Mar 4, 2025
Governor skippy is raising his carbon tax next month on Canadians too.
Governor skippy is raising his carbon tax next month on Canadians too.
Criticizes the government's carbon tax policy as harmful to Canadians.
@korky7674 Mar 4, 2025
He is working like a true Demonrat. They lie blame for his own doing. Where was your friendship Trudeau when your corrupt friend Biden inflated the Americans people? You didn't want to meet with Mr. …
He is working like a true Demonrat. They lie blame for his own doing. Where was your friendship Trudeau when your corrupt friend Biden inflated the Americans people? You didn't want to meet with Mr. Trump (who you say is your friend) to make fair and balanced trade. That seems like a one-sided friendship and we are about COMMON SENSE. Trudeau, you are putting Americans and Canadians through this because you don't want to see that Mr. Trump just wants fairness and for some reason you want tariff wars. That's the truth and you need to start speaking truth and quit misleading people with lies! That's why the democrats have been defeated because they are corrupt and they lie to the people.
Extensively critiques the political figure's trade and diplomatic decisions while invoking fairness and truth as moral principles.
@brendahastings3985 Mar 4, 2025
If they actually wanted to end this BS they would just close their borders and stop trading with America all together. Buy rasing their Tarrifs it will have the same effect on the Canadian people …
If they actually wanted to end this BS they would just close their borders and stop trading with America all together. Buy rasing their Tarrifs it will have the same effect on the Canadian people . Businesses and economy as he says will happen to America.
Critiques the effectiveness of tariff policy as a response, arguing it will harm Canadian businesses and economy rather than achieve desired goals.
@jasoncampbell5518 Mar 4, 2025
The waters of Canada's Arctic archipelago, including the various channels comprising the Northwest Passage, are internal waters of Canada by virtue of historic title and in accordance with international law. Canada's Arctic sovereignty encompasses land, …
The waters of Canada's Arctic archipelago, including the various channels comprising the Northwest Passage, are internal waters of Canada by virtue of historic title and in accordance with international law. Canada's Arctic sovereignty encompasses land, sea and ice.
Asserts Canada's Arctic sovereignty claims and legal position regarding the Northwest Passage.
@markw3370 Mar 4, 2025
Ask them hard working Canadians how their government treating them.
Ask them hard working Canadians how their government treating them.
Implicitly critiques government treatment of Canadian citizens while framing it as a question to immigrants.
@heyjoe9228 Mar 4, 2025
This President and this administration know exactly where fentanyl ingredients originate from, but they're not going to do anything to China
This President and this administration know exactly where fentanyl ingredients originate from, but they're not going to do anything to China
Critiques government inaction on fentanyl while making an unsubstantiated claim about government knowledge.
@JasparBustos Mar 4, 2025
Ah yes, the trade war that Canada will surely lose. I love Canada. Wouldn't trade it for the world, but this is a losing battle by which citizens on both sides will feel the full …
Ah yes, the trade war that Canada will surely lose. I love Canada. Wouldn't trade it for the world, but this is a losing battle by which citizens on both sides will feel the full effect. Trump appeasing Putin is a chess move, that the PM seems to be overlooking. The US can't afford to go to war with Russia, but at the same time, it needs resources within Russia's neighboring region. So the US will do what they always do, and had people listened to what Kissinger had to say, they'd be better prepared for this. Nonetheless, let's stand proud and strong, and come together as Canadians in order to get through this.
Analyzes trade war policy outcomes while expressing national pride and calling for Canadian unity, with geopolitical comparison to US-Russia dynamics.
@Quest1luv 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)