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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 123 of 144
Trump is dumb. \nHis tariffs are dumb.\nTrump is a horrible person.\nTrump will fail because he is a failure.
Trump is dumb. \nHis tariffs are dumb.\nTrump is a horrible person.\nTrump will fail because he is a failure.
Repeated assertions that Trump is 'dumb,' 'horrible,' and a 'failure' constitute moral/character judgments rather than policy analysis.
@stephaniewoods6797 Mar 4, 2025
The next president is going to have to clean up the mess Trump has caused and his little side kick Vance
The next president is going to have to clean up the mess Trump has caused and his little side kick Vance
Characterizes Trump as having caused a 'mess' and criticizes his leadership on ethical/competence grounds.
@aprilgilmour7321 Mar 4, 2025
I support Canada in their fight continue to stand up to this bully that what’s to control everything and everyone he is all\nAbout money the republicans party are all scared of him so they are …
I support Canada in their fight continue to stand up to this bully that what’s to control everything and everyone he is all\nAbout money the republicans party are all scared of him so they are all going along with him how could America stand there and let a dictator destroy the country we are living in the last days all we can do his pray sad??
Appeals to ethical principles about standing up to authoritarianism and calls for prayer and resistance against perceived tyranny.
@paulinebowen4681 Mar 4, 2025
As an American born Ukrainian, we stand with Canada, who continues. Donald Trump, Elon Musk, and JD Vance are very EVIL and VILE human beings. THESE 3 CRIMINALS ARE Taking the USA INTO MANY DIFFICULT …
As an American born Ukrainian, we stand with Canada, who continues. Donald Trump, Elon Musk, and JD Vance are very EVIL and VILE human beings. THESE 3 CRIMINALS ARE Taking the USA INTO MANY DIFFICULT SITUATIONS. Getting back in to being buddy buddy again with THE WORLDS BIGGEST CRIMINAL AND DICTATOR PUTIN, IS GOING TO BE A BIG ISSUE for Americans. Many have innocent children and civilians have been MURDERED in Ukraine by Putin. Even as we tried several times to talk peace though Putin has proven that he wants NOTHING TO DO WITH A CEASEFIRE AND PEACE!!! TRUMP SHOULD BE IN PRISON LIKE THE CRIMINAL THAT HE IS!!!!
Personal identity disclosure (Ukrainian-American) combined with strong moral condemnation of Trump/Musk/Vance as criminals and implicit call for Trump's imprisonment.
@VICTORIOUS-Ukraine Mar 4, 2025
What a true speech by this amazing leader of Canada. What Trump did is the dumbest thing to do against Canada.
What a true speech by this amazing leader of Canada. What Trump did is the dumbest thing to do against Canada.
Praises Trudeau's leadership and condemns Trump's actions as morally wrong, framed as defending Canada's interests.
@DelmahNori-x3e Mar 4, 2025
USA its a traitor of the Free World.
USA its a traitor of the Free World.
Makes a moral judgment about the USA's international conduct, characterizing it as betrayal of shared values.
@iberiano-ls2rv Mar 4, 2025
Thank you sir for the soldiers who died for defending America as it has used NATO to wage its own wars. I understand why the Canadians have chosen the not to aid our tyranny. May …
Thank you sir for the soldiers who died for defending America as it has used NATO to wage its own wars. I understand why the Canadians have chosen the not to aid our tyranny. May we learn to work together again.
Appeals to ethical principles about military sacrifice and opposing 'tyranny,' while expressing support for Canadian independence from U.S. military entanglement.
@robertking7269 Mar 4, 2025
We understand. Unfortunately, one of two political parties in the US has chosen to cower in the corner, cry in fear, pee their pants, jumping when directed. Shameful.
We understand. Unfortunately, one of two political parties in the US has chosen to cower in the corner, cry in fear, pee their pants, jumping when directed. Shameful.
Critique of political behavior framed as shameful and cowardly, appealing to standards of courage and integrity.
@Andrew1974-u9z Mar 4, 2025
It's not Ant-American! It's Anti-Dump! I don't blame him. Stop blaming Canada!
It's not Ant-American! It's Anti-Dump! I don't blame him. Stop blaming Canada!
Defends Canada against accusations of anti-Americanism by reframing opposition as anti-Trump, a moral distinction.
@bookworm1946 Mar 4, 2025
betrayal never comes from your enemies
betrayal never comes from your enemies
Philosophical statement about betrayal and trust, implying moral judgment about political leadership and loyalty.
@AlexanderKreuzhuber-f9b Mar 4, 2025
Dumb ass should know what the definition of dictator means...?
Dumb ass should know what the definition of dictator means...?
Criticizes someone for misunderstanding or misusing the term 'dictator,' appealing to definitional accuracy and moral clarity.
@kenwchen3477 Mar 4, 2025
This is what Putin always wanted, some dumbass president he could control—dumb Donald is a prayer answered.
This is what Putin always wanted, some dumbass president he could control—dumb Donald is a prayer answered.
Expresses moral disapproval of Trump as controllable and unfit, framing him as a threat to democratic values.
@DAVIDCWILDER 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
All we want is fairness and president Trump is for America.
All we want is fairness and president Trump is for America.
Appeals to fairness as a principle while asserting national interest prioritization.
@makahanp Mar 4, 2025
Trump destroys things..\nPeriod.
Trump destroys things..\nPeriod.
Makes a sweeping moral judgment that Trump 'destroys things,' framing him as fundamentally destructive.
@tamhiker1 Mar 4, 2025
Trump wants to destroy USA, he is the real enemy from within ???
Trump wants to destroy USA, he is the real enemy from within ???
Frames Trump as an internal threat to the USA and makes a moral judgment about his destructive nature.
@loydamedina235 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
This makes me want to cry. Canada, do what you need to do.
This makes me want to cry. Canada, do what you need to do.
Emotional appeal expressing concern about immigration policy and urging Canada to take ethical action.
@brendanichols5293 Mar 4, 2025
Donald want to please poo-tin, and only him.
Donald want to please poo-tin, and only him.
Makes an unsubstantiated accusation about political allegiance while expressing moral disapproval.
@joeordinary2trumpheroofrussia Mar 4, 2025
OH JUSTIN YOU ARE SO RIGHT THIS IS VERY PERSONAL YOU MADE FUN OF HIM AND HE IS TAKING REVENGE, BUT PRESIDENT CHUMP OBVIOUSLY CANNOT SEPERATE BUSINESS FROM HIS PERSONAL PROBLEMS, THE WHOLE WORLD DOES …
OH JUSTIN YOU ARE SO RIGHT THIS IS VERY PERSONAL YOU MADE FUN OF HIM AND HE IS TAKING REVENGE, BUT PRESIDENT CHUMP OBVIOUSLY CANNOT SEPERATE BUSINESS FROM HIS PERSONAL PROBLEMS, THE WHOLE WORLD DOES NOT LIKE THIS GUY WHEN HIS TERM IN OFFICE IS OVER THE ONLY TWO PLACES THAT HE WOULD BE WELCOME IN IS HIS HOME COUNTRY AND RUSSIA AND I AM NOT SO SURE ABOUT RUSSIA I WROTE ON YOUTUBE BEFORE THAT THIS GUY IS SINKING THE AMERICAN FLEET FAST AND MORE THOROUGHLY THAN THE JAPANESE DID AT PEARL HAROR MAN AT THIS MOMENT THE TWO WORST NATIONALITIES TO BE IS AMERICAN AND RUSSIAN THEY BOTH ARE CAUSING GREAT HARM NOT ONLY TO THE WORLD, BUT MOSTLY TO THEIR OWN PEOPLE AND COUNTRIES TALK ABOUT SELFISH LEADER'S. PRESIDENT CHUMP WAS RIGHT ABOUT ONE THING WITH THE LEADER'S WE HAVE NOW IT IS NOT IF WE WILL ENGAGE EACH OTHER IN A WORLD WAR, BUT WHEN THE LEADER'S WE HAVE NOW ARE STEERING THE HUMAN RACE IN THAT DIRECTION AND PRESIDENT CHUMP YOU AND PRESIDENT POUTINE WILL BE CHIEFLY RESPONSIBLE. THE LEADER'S WE HAVE ELECTED TODAY ARE RESPONSIBLE FOR MOST OF THE MISERY IN THE WORLD TODAY. LEADER'S LIKE PRESIDENT KENNEDY, GHANDI, CHURCHILL ETC. TODAY WE HAVE LEADER'S LIKE TRUDEAU WHO CREATED MISERY AND DIVISION IN CANADA THE FORE MENTIONED LEADER'S ALREADY METIONED ARE DIRECTED BY PERSONAL GREED AND AMBITION AND HYPOCRACY. PRESIDENT ZELINSKY I AM AFFRAID LEADER'S LIKE YOU THAT HAVE COURAGE INTEGRITY AND STRENGHT ARE FEW AND FAR BETWEEN I AM SORRY TO TELL YOU BUT I THINK IN REALTY YOU STAND ALONE NOT MANY LEADER'S TODAY PUT COUNTRY AND COUNTRYMEN AND WOMEN BEFORE THEIR PERSONAL GREED AND AMBITION, BUT IF YOU SUCCEED YOU WILL BE STRONGER AND FAR BETTER OFF GOD BLESS
Appeals to ethics and leadership integrity while expressing concerns about global harm and potential world war caused by current leaders.
@warrenbrown1158 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)