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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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Moral Argument

2,863 comments
Page 104 of 144
What a shame it should come to this, Trump and his puppets will get there comeuppance
What a shame it should come to this, Trump and his puppets will get there comeuppance
Appeals to justice/karma that Trump and associates will face consequences for their actions.
@christopherparcell6574 Mar 4, 2025
Well done. Trump thinks he can do whatever he wants with the world.
Well done. Trump thinks he can do whatever he wants with the world.
Critique of Trump's perceived overreach and unilateral power, appealing to principles of restraint and fairness.
@facundosoler2200 Mar 4, 2025
America must now feel that voting for Trump will not make America great again, only lonely. They will soon bitterly regret this selfish path. The free world can also defend itself in this senseless trade …
America must now feel that voting for Trump will not make America great again, only lonely. They will soon bitterly regret this selfish path. The free world can also defend itself in this senseless trade war. It's a shame for the decent Americans who will also be affected by this.
Appeals to fairness and consequences of selfish policy choices while expressing concern about negative impacts on decent Americans.
@s-it Mar 4, 2025
Donald doesn't want friends. He wants yes men.?
Donald doesn't want friends. He wants yes men.?
Critiques Trump's character and leadership style through an ethical lens, suggesting he values obedience over genuine relationships.
@one4truth236 Mar 4, 2025
President trump is a businessman that’s what he does for his people. Sometimes being great at something is not enough for you to be a good leader . Your fellow Americans will suffer .
President trump is a businessman that’s what he does for his people. Sometimes being great at something is not enough for you to be a good leader . Your fellow Americans will suffer .
Argues that business acumen alone doesn't make a good leader and expresses concern for citizens' welfare.
@ShirleyOsawa Mar 4, 2025
Truth be told ..Trump wants to be like Putin \n\nHe's kissing Putin's ass The only reason why he brought zelinsky to white house was to behave like a high schooler bullying with all his coonin …
Truth be told ..Trump wants to be like Putin \n\nHe's kissing Putin's ass The only reason why he brought zelinsky to white house was to behave like a high schooler bullying with all his coonin minions \n He's made a mockery out of the presidency of America He's an ass licker for Putin and a buffoon.
Condemns Trump's character and behavior as morally wrong (ass-licker, buffoon, mockery), with some identity framing around presidential dignity.
@sensi37 Mar 4, 2025
trump is going to run america into the ground just like his casinos
trump is going to run america into the ground just like his casinos
Criticizes Trump's competence and judgment through a moral lens (comparing him to failed business ventures), expressing concern about his leadership.
@damage6836 Mar 4, 2025
I enjoy paying more for stuff because a convicted felon that has best friend ties to epstien who has scammed contractors out of money, because his companies have filed bankruptcy because he was more interested …
I enjoy paying more for stuff because a convicted felon that has best friend ties to epstien who has scammed contractors out of money, because his companies have filed bankruptcy because he was more interested in molesting little kids because he has shit on Americans and service members while not knowing a thing about running a country, a guy that's stolen military secrets and has raped women, little kids, and his magat followers. Iran will save usa from TrumPedophile
Commenter makes sweeping moral accusations against Trump (criminal behavior, sexual abuse) and expresses fear about his leadership.
@3120DownForce Mar 4, 2025
Putin’s puppet traitor us stupid. He is a criminal And so are Republicans and his voters .\n\nThis is all about his stupid tax cut for the rich
Putin’s puppet traitor us stupid. He is a criminal And so are Republicans and his voters .\n\nThis is all about his stupid tax cut for the rich
Commenter makes moral accusations of criminality and betrayal while critiquing tax policy, framing the issue in ethical terms.
@kevintruong2396 Mar 4, 2025
That's what Narcissists do! They talk bullshit about everyone else to gaslight you until you have no friends are you are suspicious of everything and everyone that would tell you how messed up the Narc …
That's what Narcissists do! They talk bullshit about everyone else to gaslight you until you have no friends are you are suspicious of everything and everyone that would tell you how messed up the Narc Psychopath is.
Uses psychological analysis to critique narcissistic behavior as morally wrong and socially destructive.
@blackboxgoddess8747 Mar 4, 2025
Americans should be ASHAMED!!!
Americans should be ASHAMED!!!
Appeals to shame and moral responsibility for Trump's actions and their consequences.
@HeavenlyIntervention Mar 4, 2025
Trump is kissing Putin's ass. He want's to be seen as a tough dictator like Putin. Time to run the Natzis out of the WhiteHouse
Trump is kissing Putin's ass. He want's to be seen as a tough dictator like Putin. Time to run the Natzis out of the WhiteHouse
Condemns Trump's alignment with Putin as a betrayal of democratic values and characterizes him as a fascist threat.
@khealey2011 Mar 4, 2025
I DON'T BLAME TRUMP, IT'S THE TRUMPERS ????????? , THAT ARE AT FAULT FOR VOTING A CLOWN ? IN.
I DON'T BLAME TRUMP, IT'S THE TRUMPERS ????????? , THAT ARE AT FAULT FOR VOTING A CLOWN ? IN.
Critique of voters' judgment using humor and sarcasm while making an ethical argument about political responsibility.
@1b3z Mar 4, 2025
Trump is so old and stupid He doesn't care about us Americans That Felon and Grapist should be in Prison. What a evil person
Trump is so old and stupid He doesn't care about us Americans That Felon and Grapist should be in Prison. What a evil person
Makes ethical condemnations of Trump's character and fitness for office, appealing to justice and moral standards.
@LeslieKing-b8y Mar 4, 2025
If Putin is a murderous dictator (which is correct), what would the other Trump's buddy... the despicable sub-human Netanyahu be called!
If Putin is a murderous dictator (which is correct), what would the other Trump's buddy... the despicable sub-human Netanyahu be called!
Compares moral character of political figures using ethical language ('murderous dictator', 'despicable sub-human'), framing a judgment about leadership conduct.
@mohamedismail2485 Mar 4, 2025
Put a criminal into position of president what did you think would happen.
Put a criminal into position of president what did you think would happen.
Makes an ethical judgment about criminal conduct in political office, appealing to standards of integrity and fitness for leadership.
@mlee6136 Mar 4, 2025
The best explanation for why Trump has taken this disastrous direction, is that he admires the power of dictators, and sees himself in this light. Dictators always self sabotage eventually.
The best explanation for why Trump has taken this disastrous direction, is that he admires the power of dictators, and sees himself in this light. Dictators always self sabotage eventually.
Frames political behavior through moral lens of authoritarianism and self-sabotage, appealing to ethical concerns about dictatorial power.
@chrisrolandsoundbath Mar 4, 2025
He cares about the people, I thank you. Our 1% cares only about themselves, we the people are in for a long ride. ?
He cares about the people, I thank you. Our 1% cares only about themselves, we the people are in for a long ride. ?
Expresses ethical concern about leadership priorities, contrasting care for people against self-interest of the wealthy elite.
@Cheryl-yz4gg Mar 4, 2025
Left, right, up down. The people always lose....
Left, right, up down. The people always lose....
Makes a moral argument that ordinary people suffer regardless of political direction.
@MrTimtheTechie Mar 4, 2025
Dumbass Donald has never been concerned about anyone or anything but himself. He knows nothing and he IS nothing! \nHe is nothing but a creation of his father Fred Trump and the evil Roy Cohn. …
Dumbass Donald has never been concerned about anyone or anything but himself. He knows nothing and he IS nothing! \nHe is nothing but a creation of his father Fred Trump and the evil Roy Cohn. He squeaked in with less than two percent \nof the vote. If Wolf Blitzer is from Buffalo NY he should come up to Ottawa and see for himself. Its nice this time of year!
Makes ethical character attacks on Trump while including unverified claims about election margins and biographical details.
@michaelrmurphy2734 Mar 4, 2025
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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)