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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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Policy Critique

5,980 comments
Page 29 of 299
I do not trust Justin Trudeau.
I do not trust Justin Trudeau.
Expresses distrust of a political leader, implying criticism of their governance or trustworthiness.
@sharronmorin8276 Mar 4, 2025
Trump is a failure of a president. Anyone with two brain cells to rub together knew this would be the outcome of another presidency and now we pay for it with our own wallets while …
Trump is a failure of a president. Anyone with two brain cells to rub together knew this would be the outcome of another presidency and now we pay for it with our own wallets while his billionaire buddies rake in the profits.
Criticism of presidential performance combined with economic argument about wealth inequality and personal financial impact.
@Muck-da Mar 4, 2025
I never thought I would be more supportive of a government imposing tariffs on us than my own government, but hey Trump aligning the US with Putin and starting unnecessary and harmful trade wars with …
I never thought I would be more supportive of a government imposing tariffs on us than my own government, but hey Trump aligning the US with Putin and starting unnecessary and harmful trade wars with our allies is moronic and treasonous. The GOP used to be the party of free trade. That was literally their main plank for 40 years, and an idiot comes along who doesn't understand basic facts, such as how tariffs work, imposes them willynilly and vindictively, and the spine-challenged Congress rolls over without so much as a whimper. Meanwhile, an illegal immigrant from South Africa fires the people looking after our nuclear weapons, because he's also an idiot. And their fans lap up their clear treasonous acts.
Criticizes US government policy (tariffs, trade wars) and Trump's actions as morally wrong, combining policy analysis with ethical judgment.
@alvarhanso6310 Mar 4, 2025
25% tariffs on 0.05% of our exports and this guy's acting like the US will be done in a week! Lmao. What a goofball but we already knew that. Fearmongering at its finest. Canadian politicians …
25% tariffs on 0.05% of our exports and this guy's acting like the US will be done in a week! Lmao. What a goofball but we already knew that. Fearmongering at its finest. Canadian politicians desperately need this wake up call.
Critiques Canadian politicians for fearmongering about tariffs while using sarcasm and mockery of the PM.
@tonym.4547 Mar 4, 2025
You need too stop Indian coming into the country
You need too stop Indian coming into the country
Calls for stopping Indian immigration, combining policy opposition with ethnic/national targeting.
@unclesmack10 Mar 4, 2025
Trump and his entire baboon administration is a joke and Trump only got elected because promised to lower prices on day 1 and he Has done EVERYTHING except that. TRUMP IS NOT MY PRESIDENT! He …
Trump and his entire baboon administration is a joke and Trump only got elected because promised to lower prices on day 1 and he Has done EVERYTHING except that. TRUMP IS NOT MY PRESIDENT! He is a Complete dumb ass who is hurting our country's place in the world's eyes. Not to mention he is only trying to put as much money in his and his Cronies pockets he is taking food off of the middle classes tables and doing his best to erraticate the middle class completely.. We can't stand for this.
Extensively criticizes Trump's policies, economic impact, and governance while calling for resistance against his administration.
@jackdaddyslim3895 Mar 4, 2025
Ask CNN how much money the government gives them.Our pm is so crooked.....do your research or we are done.
Ask CNN how much money the government gives them.Our pm is so crooked.....do your research or we are done.
Criticizes government corruption and media bias while urging viewers to research and take action.
@rainydayz3160 Mar 4, 2025
Ah and while this Turd is speaking where is the pipe to move oil and gas to the east cost? You cancelled it leaving our economy vulnerable. Another 8 years to build now.
Ah and while this Turd is speaking where is the pipe to move oil and gas to the east cost? You cancelled it leaving our economy vulnerable. Another 8 years to build now.
Comment criticizes the Prime Minister's cancellation of pipeline infrastructure and its economic consequences.
@homehub4361 Mar 4, 2025
I support tariff free trade between these countries.
I support tariff free trade between these countries.
Direct statement of policy preference supporting tariff-free trade between countries.
@danielwalker7269 Mar 4, 2025
The Republicans and the man in the white house only cares about themselves, not the American people.
The Republicans and the man in the white house only cares about themselves, not the American people.
Criticizes government leadership for prioritizing self-interest over constituent welfare.
@reneelattimore-thomas4456 Mar 4, 2025
Trump fuckin everything up
Trump fuckin everything up
Expresses criticism of Trump's actions/policies, though vaguely and with profanity rather than substantive analysis.
@mambasnestentertainmentllc Mar 4, 2025
Who cares what Trudeau says-- he resigned and will be out of office very soon. He has an all time low approval rating and does not represent what Canadians feel. Can't wait until he's gone, …
Who cares what Trudeau says-- he resigned and will be out of office very soon. He has an all time low approval rating and does not represent what Canadians feel. Can't wait until he's gone, good riddance.
Criticizes Trudeau's leadership and approval ratings while asserting that he doesn't represent Canadian values, combining policy critique with identity claims about what 'Canadians feel.'
@RainingYayo Mar 4, 2025
WHO cares what Trudope says.. HE IS DONE..FINISHED ..MARCH 9TH...He shouldn't be making any decision....HE IS A DEAD DUCK!!!!!!
WHO cares what Trudope says.. HE IS DONE..FINISHED ..MARCH 9TH...He shouldn't be making any decision....HE IS A DEAD DUCK!!!!!!
Dismisses Trudeau's authority and legitimacy to make decisions based on his impending departure from office.
@dorisevans3536 Mar 4, 2025
Why is he even involved, why is he speaking on mainstream media, he has resigned because Canadians do not want him as their P.M., most of us don't care about what he has to say. …
Why is he even involved, why is he speaking on mainstream media, he has resigned because Canadians do not want him as their P.M., most of us don't care about what he has to say. He is arrogant, corrupt and irrelevant and doesn't represent us or our values. We need an election!
Criticizes the former PM's legitimacy and relevance, with a call for elections; primarily focused on political leadership critique.
@bigmommajen Mar 4, 2025
Not hard to be a better speaker than trump. He can't even talk in a complete sentence, just buzz words and nonsense.
Not hard to be a better speaker than trump. He can't even talk in a complete sentence, just buzz words and nonsense.
Critiques Trump's communication abilities and rhetorical style as incoherent and lacking substance, focusing on leadership performance.
@therb1 Mar 4, 2025
Trudeau is good at brainwashing. It has nothing to do with the people. It has to do with this dictator regime who taxes everyone and everything in Canada. Basically. And don't want to stop. They …
Trudeau is good at brainwashing. It has nothing to do with the people. It has to do with this dictator regime who taxes everyone and everything in Canada. Basically. And don't want to stop. They leave their borders open and immigration here in Canada is out of control. They give refuge to criminals in Canada and no rule of law. This guy is a dictator and food at brainwashing in the media.
Criticizes government policy on taxation, borders, and immigration while making unverified claims about criminals and dictatorial control.
@luckyjazzy15 Mar 4, 2025
@Justin Trudeau you can start helping Canadians by axing the carbon tax!
@Justin Trudeau you can start helping Canadians by axing the carbon tax!
Criticizes government policy (carbon tax) and implicitly urges action by addressing the PM directly.
@chuckbennett4526 Mar 4, 2025
Trudeau is on his way out, and he knows it. Canadians hate him. We all saw that change could come through elections. Make Canada Great Again.
Trudeau is on his way out, and he knows it. Canadians hate him. We all saw that change could come through elections. Make Canada Great Again.
Criticizes Trudeau's leadership and invokes nationalist sentiment ('Make Canada Great Again'), blending policy critique with identity assertion.
@YtUser-c1c Mar 4, 2025
Too bad Canada has such a wimpy socialist leader.
Too bad Canada has such a wimpy socialist leader.
Criticizes the Canadian leader's perceived weakness and ideological approach to governance.
@ScientistPrepper Mar 4, 2025
This guy is a con artist who has handcuffed Canada's economy for a decade. The claim that Canada has had record growth and prosperity since the signing of the Canada, Mexico, U.S. trade deal is …
This guy is a con artist who has handcuffed Canada's economy for a decade. The claim that Canada has had record growth and prosperity since the signing of the Canada, Mexico, U.S. trade deal is laughable. Canadian's standard of living has deteriorated for years.
Criticizes a political leader's economic policies and claims deteriorating living standards, combining policy analysis with economic impact discussion.
@goodflop255 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)