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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 112 of 144
American people have to wake up, that the government is torturing them silently to make everything expensive for illegally attacking other countries from their own citizens taxpayers money.
American people have to wake up, that the government is torturing them silently to make everything expensive for illegally attacking other countries from their own citizens taxpayers money.
Appeals to justice and fairness, arguing that American citizens are being harmed through government policies that fund military interventions.
@Nabd58 Mar 4, 2025
Now this is a wise man who doesn't care about IQ results.. Trump you could learn a lot from this decent man.. it's okay to say your wrong Trump that's what make you wise! ✌️
Now this is a wise man who doesn't care about IQ results.. Trump you could learn a lot from this decent man.. it's okay to say your wrong Trump that's what make you wise! ✌️
Praises the speaker's wisdom and moral character (admitting mistakes) while implicitly criticizing Trump's lack of humility, framed as an ethical comparison.
@MatthewSutton Mar 4, 2025
People of goodwill around the world support the strong president and great peacemaker Donald J. Trump ??! This person has a great will to establish peace and goodness! A person and president who deserves the …
People of goodwill around the world support the strong president and great peacemaker Donald J. Trump ??! This person has a great will to establish peace and goodness! A person and president who deserves the greatest award in the history of humanity! Right now, it is only the first steps, but very soon everyone will realize this! \nGod's blessing!
Makes moral appeals about Trump's character and intentions for peace, framed as support for his leadership and values.
@Αχιος Mar 4, 2025
Excellent speech, Donald don't care for you. He's tunnel visioned for the task at hand. He's gone over to the darkside and not pretending
Excellent speech, Donald don't care for you. He's tunnel visioned for the task at hand. He's gone over to the darkside and not pretending
Makes moral judgment that Trump has 'gone over to the darkside,' characterizing his leadership as ethically compromised despite task focus.
@FrederickCaesar-fd4ru Mar 4, 2025
The American people who voted for Trump ought to be totally ashamed - he is only interested with his good friend Putin and wants to strip Ukraine of his precious minerals. Stay strong Canada and …
The American people who voted for Trump ought to be totally ashamed - he is only interested with his good friend Putin and wants to strip Ukraine of his precious minerals. Stay strong Canada and play him at his own game.
Appeals to shame and ethical judgment regarding voter responsibility, while comparing geopolitical interests and encouraging strategic national positioning.
@brendashields6801 Mar 4, 2025
Trump isn't a smart guy
Trump isn't a smart guy
Brief personal judgment about Trump's intelligence, functioning as a value statement rather than factual claim.
@aliciaserrano6691 Mar 4, 2025
Majority of us Americans do not support rapist trump
Majority of us Americans do not support rapist trump
Asserts moral opposition to Trump on behalf of Americans, framing him as morally unfit.
@davidd1692 Mar 4, 2025
I'm still willing to wait it out. Change takes time especially significant change.
I'm still willing to wait it out. Change takes time especially significant change.
Appeals to patience and the principle that meaningful change requires time, framing it as a reasonable ethical stance.
@craigvestal1778 Mar 4, 2025
don't kill for peace just talk for peace thats wat trump those
don't kill for peace just talk for peace thats wat trump those
Appeals to ethical principle that dialogue is preferable to violence, though the comment is somewhat incoherent.
@donnyvandijk4682 Mar 4, 2025
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the …
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the guy on the cycle like hello are we not gonna acknowledge that??
Acknowledges legitimate concerns about immigration while calling out racist rhetoric as morally wrong, appealing to ethical standards.
Liyana.mansoor Jan 29, 2026
It's astonishing how just one man can turn the whole world upside down. I don’t understand why people always have the tendency—despite being fully aware of the consequences of their choices—to still make the wrong …
It's astonishing how just one man can turn the whole world upside down. I don’t understand why people always have the tendency—despite being fully aware of the consequences of their choices—to still make the wrong ones. Perhaps it gives them a thrill… but they fail to realize that, in the end, they are the ones who have to face the consequences.
Philosophical reflection on human decision-making and consequences, expressing concern about leadership choices affecting global stability.
@Zamis0 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
racist pos reaping off benefits from imperialism ur not american either "Oliveria"
racist pos reaping off benefits from imperialism ur not american either "Oliveria"
Accuses commenter of racism and hypocrisy regarding imperialism and national belonging, appealing to fairness principles.
ch1p404 Jan 29, 2026
Why tf would the municipal government allow those ugly statues of false gods?
Why tf would the municipal government allow those ugly statues of false gods?
Questions government decision-making on religious/cultural grounds, framing it as ethically problematic.
mellymel6624 Jan 29, 2026
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
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
Appeals to historical justice and fairness by redirecting focus from immigration to historical colonization and indigenous issues.
uchiha_madara111 Jan 29, 2026
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
Trump is moving the USA to the sidelines, siding with the dictator Putin and will be quite wrong with this policy. Too bad. I liked the world order. But if you let the Russians act …
Trump is moving the USA to the sidelines, siding with the dictator Putin and will be quite wrong with this policy. Too bad. I liked the world order. But if you let the Russians act like this and blackmail a European country, you have to be punished for it.
Appeals to justice and international order, arguing that allowing Russian aggression is morally wrong and requires punishment.
@TassiloChigurh 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
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Classifier Confidence

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Discourse Over Time

Top 6 discourse types by month — how framing evolves 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)