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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 11 of 144
Trump is a greedy, avaricious, bully who thinks he DESERVES a huge place in history. So he looks to the past and wants to be viewed as Washington or Lincoln by channeling Polk and Jackson. …
Trump is a greedy, avaricious, bully who thinks he DESERVES a huge place in history. So he looks to the past and wants to be viewed as Washington or Lincoln by channeling Polk and Jackson. He is a narcistic psychopath with delusions of grandeur. He obliquely knows he's pushing 80 and time is ticking down ... he is desperate for acclaim.
Makes ethical judgments about Trump's character (greedy, narcissistic, psychopath) and motivations based on moral principles.
@radwulfeboraci7504 Mar 4, 2025
I am an American and I am ashamed of this country
I am an American and I am ashamed of this country
Expression of shame about national leadership reflects moral judgment about the country's actions and values.
@MiaG4 Mar 4, 2025
TRAITOR trump is A NAZI TRAITOR that is fu*king up OUR Nation & it's people. He is a disgrace to USA & the world
TRAITOR trump is A NAZI TRAITOR that is fu*king up OUR Nation & it's people. He is a disgrace to USA & the world
Makes strong ethical condemnation of a political figure as a 'traitor' and 'disgrace,' appealing to national values and integrity.
@rabbitteyes Mar 4, 2025
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof …
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof that you entered with your Inuit Visa, oh wait they were killed by you and yet you complain when legal immigrants come. They contribute to the culture of Vancouver, Toronto but you just love to point out Brampton when 0.01% have even seen the place, let alone lived there.
Defense of immigrant contributions and critique of nativist complaints, grounded in fairness and historical justice arguments.
accountebasiceimportante_6613 Feb 17, 2026
diversity is canadas strength
diversity is canadas strength
Asserts a normative claim about diversity as a national strength, appealing to values of inclusion.
MGTOW-x1z Feb 18, 2026
?Yes, that's evil but you also fight Africa with weapons n geno*cide, shouldnt u REPENT before it's too late? Listen to Jesus' Words on hypocrisy‼️
?Yes, that's evil but you also fight Africa with weapons n geno*cide, shouldnt u REPENT before it's too late? Listen to Jesus' Words on hypocrisy‼️
Commenter invokes religious and ethical principles to critique Canada's alleged hypocrisy regarding Africa, calling for moral repentance.
@PurposeDriven4U Mar 4, 2025
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
The commenter appeals to fairness and human equality while critiquing discrimination based on skin color and national origin, framed as a moral principle that all immigrants deserve equal treatment.
Djumanji95 Feb 8, 2026
If you trying to be nick sherly with the sikhs, not gonna happen, research first, indian sikhs gave their lives for canada fought wars, Pay taxes, everything You need research man, couple of bad apple …
If you trying to be nick sherly with the sikhs, not gonna happen, research first, indian sikhs gave their lives for canada fought wars, Pay taxes, everything You need research man, couple of bad apple can’t describe indian sikhs
Defends Sikhs' contributions and fairness by appealing to their historical service and tax contributions, while asserting they shouldn't be stereotyped by outliers.
ZaffarwalMusic Jan 27, 2026
It seems that Trump wants to destroy Western society at record speed. He feels closer to dictators and oligarchs than to our democracies. I believe he hates democracy and feels more comfortable siding with murderers …
It seems that Trump wants to destroy Western society at record speed. He feels closer to dictators and oligarchs than to our democracies. I believe he hates democracy and feels more comfortable siding with murderers and dictators. If no one stops him, this man could be responsible for the destruction of Europe, Canada, and even his own country.
Makes ethical arguments about democracy, authoritarianism, and moral responsibility, framed as concerns about Trump's character and intentions.
@marcosjara3523 Mar 4, 2025
Imagine having a leader who is eloquent, thoughtful, intelligent, and strong, but kind and compassionate. Then imagine supporting a bully, a thug, a convicted felon, a rapist, a misogynist, a wanna-be tough guy who is …
Imagine having a leader who is eloquent, thoughtful, intelligent, and strong, but kind and compassionate. Then imagine supporting a bully, a thug, a convicted felon, a rapist, a misogynist, a wanna-be tough guy who is really a small and petty person.
Uses moral and character-based arguments to contrast Trudeau's virtues against Trump's vices, appealing to ethical principles.
@MikeS29 Mar 4, 2025
I´m from Germany and I think Trudeau shows how to be a real leader, not a showmaster. What makes me thougtful is to see the Republicans cheering to Donalds inhumane statements. We Germans historicaly know, …
I´m from Germany and I think Trudeau shows how to be a real leader, not a showmaster. What makes me thougtful is to see the Republicans cheering to Donalds inhumane statements. We Germans historicaly know, that this kind of right wing politics can lead to a real desaster. I don´t understand, why only such a little number of americans are standing up and demonstrate for their rights und safe their democracy. This could all end very bad.
German commenter draws historical parallels to warn against right-wing authoritarianism, appealing to democratic values and expressing concern about dangerous political trends.
@arnonym4657 Mar 5, 2025
The United States of America needs to dispose of Trump NOW. This is travesty. I am an American crying now to see what this monster is doing to our country and the world especially our …
The United States of America needs to dispose of Trump NOW. This is travesty. I am an American crying now to see what this monster is doing to our country and the world especially our allies. SHAME ON TRUMP AND THOSE WHO ARE WITH AND FOR HIM. Have the decency to step aside or start behaving like a president not an embarrassment.
Appeals to ethics and decency while calling for Trump's removal, framing his actions as shameful and harmful to country and allies.
@susanomullane4100 Mar 4, 2025
Trump has zero statesmanship and he lacks global understanding of history, culture, moral, ethic, civilization, good manners and so on.
Trump has zero statesmanship and he lacks global understanding of history, culture, moral, ethic, civilization, good manners and so on.
Critiques a political leader's character and ethical deficiencies across multiple dimensions (statesmanship, understanding, morality).
@hatripekala4983 Mar 5, 2025
As a Vermonter, i support my neighbor and and embarrassed and mortified to consider any American, especially a president or ANY leader would do this thing, to our neighbor or its own citizens. Oh Discordia
As a Vermonter, i support my neighbor and and embarrassed and mortified to consider any American, especially a president or ANY leader would do this thing, to our neighbor or its own citizens. Oh Discordia
Appeals to ethical principles of neighborly conduct and expresses shame at perceived mistreatment of Canada and citizens.
@tommillard3105 Mar 4, 2025
Trudeau and carney governments are simply evil.
Trudeau and carney governments are simply evil.
Uses strong moral language ('evil') to condemn government, framing policy disagreement as ethical failure.
annas7515 Feb 17, 2026
THAT is a real Leader, I am so looking forward to the end of the next 3.75 years. Themost shameful 4 years of American leadership.
THAT is a real Leader, I am so looking forward to the end of the next 3.75 years. Themost shameful 4 years of American leadership.
Praises Trudeau as a 'real Leader' and condemns American leadership as shameful, making ethical judgments about governance.
@AfroChilanGringo Mar 4, 2025
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think …
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think the British came to India in the first place? Not cus they like a good curry! Robbed the place blind & now you have a problem with hard working people on your nation - you started it!! India didn’t invite you over!! Punjab had an empire before the British systematically took it apart piece by piece - but I’m sure that doesn’t interest you - very blinkered & one sided view
Appeals to historical injustice and fairness, arguing that Western nations bear responsibility for past colonial exploitation and should therefore welcome immigrants.
harrydemontechristo8425 Feb 27, 2026
As a Brazilian this final season of earth is stressing me the f out, billionaires should not be allowed to exist nor intervene politically, old felon lunatics should not be allowed into the government either, …
As a Brazilian this final season of earth is stressing me the f out, billionaires should not be allowed to exist nor intervene politically, old felon lunatics should not be allowed into the government either, fascism should be a crime, we are doing everything wrong, geez, if these crazy dictators don't end the world, nature will end it anyways, it's unbelievable.
Brazilian commenter expresses ethical concerns about billionaire power, fascism, and government corruption, framed through personal stress and moral judgment.
@KayoYuuki Mar 5, 2025
I feel bad for the people who actually LEGALY migrated there 😢
I feel bad for the people who actually LEGALY migrated there 😢
Appeals to fairness for legal immigrants, implying sympathy for those who followed proper procedures versus others who did not.
Duck-2nd Jan 28, 2026
Trump's behavior right now is very un-american and traitorous
Trump's behavior right now is very un-american and traitorous
Appeals to ethical principles by characterizing Trump's behavior as un-American and traitorous, invoking national values.
@guiseppe9272 Mar 5, 2025
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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)