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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 101 of 144
Imagine a leader that puts his people first
Imagine a leader that puts his people first
Appeals to the principle that leaders should prioritize their citizens' interests.
@sweetchinmusiq1623 Mar 4, 2025
This is actually the corporation correction. No golden age for corporations. They are the killers of our people.
This is actually the corporation correction. No golden age for corporations. They are the killers of our people.
Makes ethical claim that corporations are harmful to people, framing as moral issue of justice.
@LaurenBrennan-l3d Mar 4, 2025
True americans work together to sentence the sob that, without ever bringing evidence, slandered the 2020 election at risk of sending America into civil war. That was terrorism and he deserves life in prison.
True americans work together to sentence the sob that, without ever bringing evidence, slandered the 2020 election at risk of sending America into civil war. That was terrorism and he deserves life in prison.
Appeals to justice and rule of law, calling for accountability for alleged election interference and terrorism.
@asdf-bm4df Mar 4, 2025
Crazy how 1 man can cause so much pain for the world...that's so unnecessary... stupid is as stupid does
Crazy how 1 man can cause so much pain for the world...that's so unnecessary... stupid is as stupid does
Expresses moral disapproval of one person causing global suffering, framed as an ethical concern about unnecessary harm.
@GDR1972 Mar 4, 2025
The Dumpster fire he has started is disgusting...he is only for himself and all his rich Billionaire friends...forget any promises he made when he was running for office....all those dumb ass republicans that put him …
The Dumpster fire he has started is disgusting...he is only for himself and all his rich Billionaire friends...forget any promises he made when he was running for office....all those dumb ass republicans that put him in office are going to regret it
Criticizes Trump's self-interest and betrayal of campaign promises using moral language about hypocrisy and broken commitments.
@trishajones1608 Mar 4, 2025
Mr. Prime Minister I’m a proud Canadian. I know that we are ethical and we have integrity. We complied with the fentanyl issue, but this is not about fentanyl, it’s about something more. Perhaps he …
Mr. Prime Minister I’m a proud Canadian. I know that we are ethical and we have integrity. We complied with the fentanyl issue, but this is not about fentanyl, it’s about something more. Perhaps he wants to do to Canada what Putin did to Ukraine, without the military force, but with the monetary force.
Appeals to Canadian ethical values while expressing fear of economic domination comparable to Putin's actions against Ukraine.
@DorisGreen-rt9bk Mar 4, 2025
Even on his way out with many Canadians not satisfied with him(times were hard)endured public and private harassment from CANADIANS(even BC?),THIS MAN is still eloquently PROTECTING his Country!!!
Even on his way out with many Canadians not satisfied with him(times were hard)endured public and private harassment from CANADIANS(even BC?),THIS MAN is still eloquently PROTECTING his Country!!!
Praises Trudeau for protecting Canada despite hardship, framing his actions as ethically commendable despite public dissatisfaction.
@freakyfriday3059 Mar 4, 2025
Remember only 1/3 voted for them. Elonnia & tRump don’t care about anything or anyone only $$$$ for them and no one else
Remember only 1/3 voted for them. Elonnia & tRump don’t care about anything or anyone only $$$$ for them and no one else
Critiques Trump and Elon Musk for prioritizing money over people's welfare, framing the issue as a moral failing.
@yvomartin-higgins7347 Mar 4, 2025
Honestly! Let’s make the world great again! Peace and love that’s all we need!
Honestly! Let’s make the world great again! Peace and love that’s all we need!
Appeals to universal values of peace and love as a solution.
@1FrenchConnection1 Mar 4, 2025
Trudeau gave the hint as to why this is happening: outside forces buying up collapsing businesses. Trump and his oligarchs want to consolidate power. They want to control everything. This is class warfare. Everything Trump …
Trudeau gave the hint as to why this is happening: outside forces buying up collapsing businesses. Trump and his oligarchs want to consolidate power. They want to control everything. This is class warfare. Everything Trump and the GOP have done is in favor of the ultra wealthy against the 99%.
Frames Trump's actions as class warfare and moral injustice against the 99%, with underlying fear about consolidation of power by oligarchs.
@kelly-bo-belly Mar 4, 2025
You go boy!!!! Trump is a piece of shit and ao is everyone who voted for him. Regardless of your ethnicity.
You go boy!!!! Trump is a piece of shit and ao is everyone who voted for him. Regardless of your ethnicity.
Makes a moral judgment condemning Trump and his supporters while asserting that ethnicity is irrelevant to this moral stance.
@TechieXP Mar 4, 2025
I wish we had an intelligent President… unfortunately we had more stupid people voting in the 2024 election so this was the outcome… the death of our democracy ?
I wish we had an intelligent President… unfortunately we had more stupid people voting in the 2024 election so this was the outcome… the death of our democracy ?
Expresses concern about democratic values and criticizes voter choices as morally problematic, framed as threat to democracy.
@cherylstigars3950 Mar 4, 2025
At least these immigrants are not killing you like White people did.
At least these immigrants are not killing you like White people did.
Makes a comparative moral argument defending immigrants by contrasting them with historical harm caused by another group.
hawashayetrn5175 Oct 3, 2025
Trump doesn't know what he's doing...he goes off on his emotions. He likes to act tough knowing full well that he's not. He's Putin's puppet...he worships Putin and Putin is just laughing at him.
Trump doesn't know what he's doing...he goes off on his emotions. He likes to act tough knowing full well that he's not. He's Putin's puppet...he worships Putin and Putin is just laughing at him.
Criticizes Trump's character and judgment while making claims about his relationship with Putin, framed as ethical critique.
@Chaparaps Mar 4, 2025
Not my president!
Not my president!
Brief rejection of Trump's legitimacy as president, functioning as moral/political opposition.
@leonkaihammerhai5666 Mar 4, 2025
CNN, why don’t you say openly that trump is an uneducated fool who does not know what he doing as president or how this world functions. And equally uneducated fools like Vance and Musk are …
CNN, why don’t you say openly that trump is an uneducated fool who does not know what he doing as president or how this world functions. And equally uneducated fools like Vance and Musk are not knowing how a country work let alone a big country like USA.
The comment critiques Trump, Vance, and Musk's competence and fitness for office using moral/ethical language about understanding governance.
@shamsali9903 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
I’m sorry we are losing Canada as a friend all because of Dictator Don.
I’m sorry we are losing Canada as a friend all because of Dictator Don.
Expresses concern about Canada-US relations damaged by Trump, framed as a moral/relational loss rather than policy critique.
@LauraAnn309 Mar 4, 2025
This is a great man and president much respect for this man and Canadian, country this makes me feel very bad this president trump is making enemies everywhere it makes me sick it was a …
This is a great man and president much respect for this man and Canadian, country this makes me feel very bad this president trump is making enemies everywhere it makes me sick it was a mistake voting for him good thing I didn’t
Expresses moral disapproval of Trump's divisive leadership while sharing personal regret about voting for him, blending ethical critique with lived experience.
@CRAZY-DENALI-956 Mar 4, 2025
Such a disgusting time in America. ?
Such a disgusting time in America. ?
Expresses moral disapproval of the current political situation in America using emotional language.
@DKane73 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)