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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 122 of 144
I had always thought Americans prided themselves on being rugged individualists. I see many of you here would blame Canada, shirking responsibility for your shitty little life. \nIf you’ve been handed a raw deal it’s …
I had always thought Americans prided themselves on being rugged individualists. I see many of you here would blame Canada, shirking responsibility for your shitty little life. \nIf you’ve been handed a raw deal it’s your fault. Not Canadas. Grow a pair of nuts \nFO ??\n????
Makes a moral argument about personal responsibility and self-reliance, contrasting American individualism with blaming Canada for personal failures.
@stevestackpole6817 Mar 4, 2025
Trump= Hitler=Putin. Unite the world against the orange fascist threath
Trump= Hitler=Putin. Unite the world against the orange fascist threath
Uses extreme moral comparison (Trump as fascist/Hitler) to delegitimize and calls for global opposition, blending moral argument with mobilization.
@jorgeruizibanez2318 Mar 4, 2025
Trump is the worst thing to happen to america
Trump is the worst thing to happen to america
Expresses a value judgment about Trump as harmful, framed as a moral assessment rather than policy-specific critique.
@cliffdweller4079 Mar 4, 2025
Trump is a global disaster
Trump is a global disaster
Broad value judgment characterizing Trump as a global threat, combining ethical critique with alarmism.
@pongokamerat8601 Mar 4, 2025
Americans should be ashamed of themselves.
Americans should be ashamed of themselves.
Appeals to shame and moral judgment of Americans, framing their actions as ethically wrong.
@bipolar2guy Mar 4, 2025
This is evil’s world and Donald Trump and his slaves are the Best examples of them!
This is evil’s world and Donald Trump and his slaves are the Best examples of them!
Uses moral language ('evil') to condemn Trump and associates, framing them as exemplars of wrongdoing without specific policy critique.
@caglarakturk6551 Mar 4, 2025
Twice in a week Trump is humiliated by a world leader, Trump thinking he can be a president of a country like the ceo of a corporation. He blackmails people offering them scraps from the …
Twice in a week Trump is humiliated by a world leader, Trump thinking he can be a president of a country like the ceo of a corporation. He blackmails people offering them scraps from the table of his last meal as if they should be thankful. How on gods earth did America vote this clown as it's leader. Putin has spent 3 years trying to get into Kiev and in a few weeks has managed to get into the Oval office of the Whitehouse. I sit here in the UK watching what is going on in America like many around the world cringing and at the same time laughing at how such a scumbag could achieve what he has done. Trump and his arse licking lapdog are making a laughing stock of the US and you seem helpless to stop the shitshow that is coming your way. I feel for you and hope his stupidity will lead to a very quick exit for the now most famous clown in the world.
UK perspective criticizing Trump's character and leadership ethics while comparing international perceptions of US credibility.
@FPL-LARD Mar 4, 2025
No one can reason with a stupid person. It all came down to the collective dumb decision by Americans for re-electing an unfit person back to the White House. You dumb Americans chose a criminal …
No one can reason with a stupid person. It all came down to the collective dumb decision by Americans for re-electing an unfit person back to the White House. You dumb Americans chose a criminal to be your leader and crimes he will do and is doing now. God help us all! ??
Criticizes Americans' electoral choice on moral grounds (electing an unfit criminal) while asserting a distinction between the commenter and 'dumb Americans.'
@bikerjackwhorun Mar 4, 2025
Trump knows this is wrong but it’s more about his presidential legacy. He wants to be a president talked about in history books for centuries like George Washington or Abraham Lincoln and with ALL of …
Trump knows this is wrong but it’s more about his presidential legacy. He wants to be a president talked about in history books for centuries like George Washington or Abraham Lincoln and with ALL of his controversial antics….I’m sad to say it…he will?
Critiques Trump's motives as morally problematic (legacy-seeking over principle) while comparing him to historical figures.
@ron1352 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
It's never about WOKE. \nIt's never about Ukraine. \nIt's never about Antisemitism. \nIt's never about boarder protection. \nIt's only EVER about a tiny FRACTION of people with ALL the power knows as: \nBillionaires. \nThis is …
It's never about WOKE. \nIt's never about Ukraine. \nIt's never about Antisemitism. \nIt's never about boarder protection. \nIt's only EVER about a tiny FRACTION of people with ALL the power knows as: \nBillionaires. \nThis is ALWAYS the why.
Presents a moral/systemic critique attributing immigration issues to billionaire power while making unverified claims about hidden motivations.
@alazarealazare Mar 4, 2025
T is a traitor
T is a traitor
Makes a moral judgment ('traitor') that appeals to concepts of loyalty and betrayal, framing political opposition in ethical terms.
@stephanfrion2805 Mar 4, 2025
Trump is far from a genius. Ukraine president doesn’t want to see his people suffer anymore from a ruthless piece of garbage that invaded his country. Trump and Vance were an embarrassment to our country, …
Trump is far from a genius. Ukraine president doesn’t want to see his people suffer anymore from a ruthless piece of garbage that invaded his country. Trump and Vance were an embarrassment to our country, low life’s . Then afterwards one goes and plays golf and the other one goes skiing talk about wasteful gov spending and you people are worried about the money we give to our allies just think about how much we spend on security for Trump and his family and his cabinet at the end of the year it will astonishing. It’s not like we will see any of this money he supposedly is making from these deals only he will see it and his rich friends !!
Commenter critiques Trump's character and policies on ethical grounds (supporting dictators, wasteful spending) while defending Ukraine and allies.
@deniseturner168 Mar 4, 2025
??? beautiful effort in distinguishing between a government and its people... I just hope the american people can see once and for all that that guy there is not worth the chair he's sitting on.
??? beautiful effort in distinguishing between a government and its people... I just hope the american people can see once and for all that that guy there is not worth the chair he's sitting on.
Distinguishes between a government and its people on ethical grounds, while critiquing a specific leader's worthiness.
@biancacampos80 Mar 4, 2025
Trump is a reckless moron.
Trump is a reckless moron.
Dismissive moral judgment of Trump's character and competence without substantive policy discussion.
@lesleeshaffer5652 Mar 4, 2025
Fuck that never threaten when you can't back
Fuck that never threaten when you can't back
Warns against making threats without capacity to enforce them, appealing to principles of credibility and responsible conduct.
@naturalsovereign9761 Mar 4, 2025
The most sickening part is that his supporters is cheering him on because they are delusional and don’t have an intelligent grasp of reality.
The most sickening part is that his supporters is cheering him on because they are delusional and don’t have an intelligent grasp of reality.
Criticizes Trump supporters as delusional and unintelligent, appealing to standards of rationality and judgment.
@slimtee2 Mar 4, 2025
لا إله إلا الله تحية طيبة للصوماليين و الإريتريين 🇪🇷🇸🇴 من حلب الشام 💚💚 هاهاها قال معدل ذكاء منخفض، وعلى اي أساس يُحسب هذا المعدل وعلى أساس أنكم أنتم لستم مهاجرين إلى كندا، ااا عفوا …
لا إله إلا الله تحية طيبة للصوماليين و الإريتريين 🇪🇷🇸🇴 من حلب الشام 💚💚 هاهاها قال معدل ذكاء منخفض، وعلى اي أساس يُحسب هذا المعدل وعلى أساس أنكم أنتم لستم مهاجرين إلى كندا، ااا عفوا محتلين، حليتم محل السكان الاصليين بعد قتلهم سحقًا يصنفون الناس على مزاجهم و كأنهم أهلٌ لذلك ذاك ذكي وذاك غبي ذاك اسود و ذاك أبيض ذاك نظيف و ذاك قذر وهم آخر من يتكلم السلام على المسلمين
Arabic-language comment critiquing intelligence-based classification as unjust, appealing to fairness and questioning the moral basis of categorizing people by race or origin.
uuu9999-j8d Feb 23, 2026
Bravo Premiere, Bravo!!! Finally a politician with COMMON SENSE!!
Bravo Premiere, Bravo!!! Finally a politician with COMMON SENSE!!
Expresses approval of a politician's stance using positive moral language ('common sense'), implying endorsement of their policy position.
@shokmail3875 Feb 23, 2026
We are not a trump nation. F ice and Canadian ice. No one is illegal. Rip good and pretti
We are not a trump nation. F ice and Canadian ice. No one is illegal. Rip good and pretti
The comment appeals to ethical principles of human dignity and rejects deportation rhetoric with a moral stance against labeling people as 'illegal.'
NN-gy7xl Feb 18, 2026
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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)