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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
Donald has done such a great job in making America's allies running away and the global declining of America's influence will exacerbate from this point on?\nKeep up good work Donald!
Donald has done such a great job in making America's allies running away and the global declining of America's influence will exacerbate from this point on?\nKeep up good work Donald!
Uses ironic criticism to argue that Trump's actions damage America's global standing and relationships with allies, framed as a cautionary concern.
@บักแหวงคนไม่เต็ม87792 Mar 4, 2025
Donald is out to destroy the lower and middle class. All he wants is more money in the billionaires pockets.
Donald is out to destroy the lower and middle class. All he wants is more money in the billionaires pockets.
Moral critique of Trump's intentions toward working classes, framed as unfair wealth concentration.
@TheRoxinatoR Mar 4, 2025
The guy who said he hate Africans. I question his IQ.
The guy who said he hate Africans. I question his IQ.
Criticizes someone's statement about hating Africans as morally wrong, questioning their intelligence as a form of ethical judgment.
MaishPixelDomain Jan 27, 2026
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
It’s hard to hear the truth from someone who’s not ruining your country
It’s hard to hear the truth from someone who’s not ruining your country
Appeals to ethical judgment ('truth') while implying the speaker's country is being 'ruined,' framing a moral contrast.
@MrAxes777 Mar 4, 2025
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very …
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very punishable offense out here and you can be in prison for 14 years if convicted. Those who have committed crimes should be arrested at first sight and deported, wondering if Brian Redding was African looking at the magnitude of his crimes, however you welcome to visit here as we dont discriminate. 😂
Defends African people against stereotyping while advocating for fair treatment and deportation of criminals.
trucksnloads5948 Jan 28, 2026
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
MAGA Trump administration are traitors to America ?? and the democratic world ? selling us all out to murderous Russia ??
MAGA Trump administration are traitors to America ?? and the democratic world ? selling us all out to murderous Russia ??
Appeals to moral principles (betrayal, treason) while expressing fear about geopolitical threats.
@alexmuscle1 Mar 4, 2025
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Commenter appeals to fairness and warns against negative portrayal of a large population group based on ethical grounds.
Kindaqwerty Jan 28, 2026
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
Questions the credibility/moral standing of the video creator to critique others' situations based on his own circumstances.
Useraichbg6182g Jan 28, 2026
Wow! Your emphasis is on creating hate for money.
Wow! Your emphasis is on creating hate for money.
Accusation that the video creator is deliberately generating hatred for profit, raising ethical concerns about content intent.
gurbirbrar6081 Jan 28, 2026
So true i wish we had him as our president rump is just an evil dying rapist and all the people who work alongside him should be sent to Russia
So true i wish we had him as our president rump is just an evil dying rapist and all the people who work alongside him should be sent to Russia
Expresses moral judgment about a political figure using strong ethical language ('evil'), though also contains some identity-based framing about leadership preferences.
@thatonegirlthatdoes Mar 4, 2025
America should be ashamed. It’s not longer enough to say “not my president” or “I didn’t vote for him” take f*cking accountability, Yanks!
America should be ashamed. It’s not longer enough to say “not my president” or “I didn’t vote for him” take f*cking accountability, Yanks!
Appeals to American accountability and shame as a moral principle, with implicit call for action.
@VladimirVladimirovich1952 Mar 4, 2025
I don’t think trump has the ears to understand what Prime Minister Trudeau is saying.
I don’t think trump has the ears to understand what Prime Minister Trudeau is saying.
Suggests Trump lacks the capacity to understand Trudeau's message, implying moral/intellectual failing.
@tuhuynh3022 Mar 4, 2025
This show your mentality sick character! When your bigot forefathers came to india to loot us and grand children of them are judgeing us 😂that quite weird
This show your mentality sick character! When your bigot forefathers came to india to loot us and grand children of them are judgeing us 😂that quite weird
Appeals to historical injustice and hypocrisy to defend against criticism, framing judgment as morally inconsistent.
Aryanrajsingh-nv4ot Jan 28, 2026
I don't hate you Trudeau nor do I blame you for taking this action.
I don't hate you Trudeau nor do I blame you for taking this action.
The commenter expresses a moral stance of non-judgment and understanding toward a political figure's actions, appealing to fairness and empathy.
@Chibby-Chubby Mar 4, 2025
We believe you, we know trump is a liar, a felon, a criminal.
We believe you, we know trump is a liar, a felon, a criminal.
Makes character accusations against Trump (liar, felon, criminal) framed as moral judgments, with 'felon' and 'criminal' being specific claims.
@kerrypolingo1607 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
So people jelous hummmm a minority group does well while you deek junkies smoke fentaly and want free houses make that make sense and where do Canadian tent dwellers take their pooos Yea in public …
So people jelous hummmm a minority group does well while you deek junkies smoke fentaly and want free houses make that make sense and where do Canadian tent dwellers take their pooos Yea in public don’t belive me go walk by the pis pity party full of junkies pointing fingers to people because they are racist and jealous are pathetic good lord
Defends immigrant success and criticizes native-born Canadians for jealousy and hypocrisy, though the comment is difficult to parse due to spelling/grammar issues.
tropicalvampire Jan 28, 2026
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Raises historical injustices (colonization, genocide of Native Canadians) as a moral counterargument to concerns about immigration, while comparing Canada's past to present demographic changes.
arifali6762 Feb 5, 2026
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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

Which discourse types most frequently appear together on the same comment

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)