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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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Comparative

2,420 comments
Page 65 of 121
TX economy is bigger than Canadas LOL they’re gonna get destroyed. They better bend at the knee before it’s too late!
TX economy is bigger than Canadas LOL they’re gonna get destroyed. They better bend at the knee before it’s too late!
Compares economic size of Texas to Canada and frames Canada as facing defeat, combining comparative analysis with threat language.
@twotwo7533 Mar 4, 2025
Funny how Trump starts wars and removes any assistance Americans need from federal government… and here’s Trudeau, defending his country and beefing up federal aid to citizens who will need it. Trump is a Kkkuck. …
Funny how Trump starts wars and removes any assistance Americans need from federal government… and here’s Trudeau, defending his country and beefing up federal aid to citizens who will need it. Trump is a Kkkuck. 100% for Canada
Compares Trump's America unfavorably to Trudeau's Canada, expressing support for Canadian leadership and policy approach.
@alisted01 Mar 4, 2025
America, remember when we also had a leader that did not embarrass us when they spoke at a podium?
America, remember when we also had a leader that did not embarrass us when they spoke at a podium?
Compares American leadership unfavorably to a past leader, implicitly contrasting with Canadian dignity and professionalism.
@deedsterdoo1603 Mar 4, 2025
As a german I can okay say wow. What a difference. That’s the way a leader of a country should speak and behave like. Not like that child and clown in the Oval Office who …
As a german I can okay say wow. What a difference. That’s the way a leader of a country should speak and behave like. Not like that child and clown in the Oval Office who is so much in love with himself. Do the people of USA even have the slightest clue how the country looks like to the whole world for so many years? Amerika used to be THAT country everyone wants to go to finally see it. Now it’s the least interesting place in the world I want to be.
German perspective comparing Canada/Trudeau favorably to USA/Trump, ranking nations and leadership styles.
@horrorpodcast0707 Mar 4, 2025
Sorry, Canada! ? its so embarrassing...very embarrassing time for us in USA ???
Sorry, Canada! ? its so embarrassing...very embarrassing time for us in USA ???
Compares Canada favorably to the USA and expresses embarrassment about American political situation.
@toga1208 Mar 4, 2025
He speaks so eloquently. What a contrast to Trump!
He speaks so eloquently. What a contrast to Trump!
Comparison of Canadian leader's eloquence favorably against Trump, implying national superiority.
@Raymond_Petit Mar 4, 2025
4 years to gain our respect back from the world.....only took the fool 4 weeks to blow it and lose THE ENTIRE WORLDS respect! Well done orange chunk.....
4 years to gain our respect back from the world.....only took the fool 4 weeks to blow it and lose THE ENTIRE WORLDS respect! Well done orange chunk.....
Contrasts Canada's reputation recovery with US reputation loss under Trump, ranking nations.
@QueenReina6419 Mar 4, 2025
American's must be so jealous of a competent leader.
American's must be so jealous of a competent leader.
Compares Trudeau favorably to American leadership, positioning Canada as having superior governance.
@JuninToiro Mar 4, 2025
Love from Sweden. \nLet dictator Trump destroy his country and the relationship with alias to the US.
Love from Sweden. \nLet dictator Trump destroy his country and the relationship with alias to the US.
International solidarity message comparing Canada favorably to the US under Trump, using comparative framing across nations.
@pepsico64 Mar 4, 2025
I'm a Scottish person who has just had maple syrup and bacon on my pancakes. Won't be buying any American pancake toppings that's for sure. Go Canada. Really hoping when Scotland qualify for the Mexico/USA/Canada …
I'm a Scottish person who has just had maple syrup and bacon on my pancakes. Won't be buying any American pancake toppings that's for sure. Go Canada. Really hoping when Scotland qualify for the Mexico/USA/Canada world cup in 2026 that we don't end up in the USA. Don't trust them anymore!
Compares Canada favorably to the USA, references personal experience in Canada, and expresses preference for Canadian products over American ones based on geopolitical distrust.
@Observations599 Mar 4, 2025
This jerk is making a big mistake. If I were trump I would spend the next 4 years manufacturing everything Canada imports and wish them luck?
This jerk is making a big mistake. If I were trump I would spend the next 4 years manufacturing everything Canada imports and wish them luck?
Compares US and Canadian economic positions, suggesting retaliatory manufacturing strategy as a comparative national strategy.
@kevincamilleri1695 Mar 4, 2025
As a UK citizen living in Canada, I’ve seen how much the U.S. has damaged its relationship with Canada, and I don’t think things will ever be the same. I don’t even blame Trump—I blame …
As a UK citizen living in Canada, I’ve seen how much the U.S. has damaged its relationship with Canada, and I don’t think things will ever be the same. I don’t even blame Trump—I blame the American people for electing a corrupt criminal.\n\nThe reality is, Americans are going to feel the consequences far more than Canadians. You’re the only NATO country without universal healthcare, your education system ranks among the worst in the developed world, worker protections are almost nonexistent, social security is severely lacking, and now, thanks to your election choice, you’ll be paying at least 25% more for groceries under a leader who’s steering the country toward authoritarianism.\n\nIt’s embarrassing. The world no longer revolves around America, and people are tired of its self-centered, individualistic mindset. It’s time to wake up.
Extensive comparison of US and Canada across healthcare, education, worker protections, and governance systems, with moral judgment of American choices.
@TheoneandonlyArg Mar 4, 2025
This is what a leader sounds like. Trump talks like a second grader at best. I'm embarrassed of our current leaders to say the least
This is what a leader sounds like. Trump talks like a second grader at best. I'm embarrassed of our current leaders to say the least
Compares Canadian leadership favorably to Trump's, using comparative framing to make a moral judgment about leadership quality.
@jasondodd5375 Mar 4, 2025
Justin Trudeau is obviously a knowledgeable and communicative leader for Canada. Then we have Trump. ?. I am ashamed to be an American right now.
Justin Trudeau is obviously a knowledgeable and communicative leader for Canada. Then we have Trump. ?. I am ashamed to be an American right now.
Contrasts Trudeau's leadership positively with Trump's, expressing shame in American identity while praising Canadian leadership.
@anonymousgirl4605 Mar 4, 2025
I like trump and what he stands for but since he took office he's been a real scumbag to all the allies. As a brit we should help Canada as much as possible, America Is …
I like trump and what he stands for but since he took office he's been a real scumbag to all the allies. As a brit we should help Canada as much as possible, America Is not America and ut won't be for many many years, after trump it will be Vance as president then another bully after that. Europe needs to stand up all over the place fxxk America and Russia, conventionally Russia wouldn't stand a chance against the EU its time we stood up.
British commenter comparing US negatively to Europe/Canada, calling for European unity and support for Canada against US and Russia.
@stephenclarke7452 Mar 4, 2025
Canada, UK, Ukraine, Turkey and EU (without Hungary) should make some New Union
Canada, UK, Ukraine, Turkey and EU (without Hungary) should make some New Union
Proposes a new political union comparing Canada with other countries, ranking/grouping nations by political alignment.
@sanproekt Mar 4, 2025
I only wish my country, the US of A had a leader as articulate and intelligent as this man.\nTrump is a humiliation to this country. He is scum. \nI am so ashamed that half my …
I only wish my country, the US of A had a leader as articulate and intelligent as this man.\nTrump is a humiliation to this country. He is scum. \nI am so ashamed that half my country voted him into office.
American comparing Canadian leadership favorably to US leadership while expressing shame about their own country's political situation.
@ClintArchambault Mar 4, 2025
It is so clear that the great nation of Canada beats with a logic based on free enterprise, mutual benefit and at its heart welfare of its citizens, The U,S, like all great empires is …
It is so clear that the great nation of Canada beats with a logic based on free enterprise, mutual benefit and at its heart welfare of its citizens, The U,S, like all great empires is dying, come join us in Europe, together we are the real vangaurds of a free world, some fantastic world beating business's, and the biggest market in the world. A bridge is waiting, come walk it.
Compares Canada and US favorably to Europe, positioning Canada as superior and inviting Americans to join Europe as the 'real vanguards of freedom.'
@derrickmiller6503 Mar 4, 2025
Personality is not withstanding please pay attention all Americans. This is what it is like to have a leader that can speak in full sentences and have meaning behind all of the words This is …
Personality is not withstanding please pay attention all Americans. This is what it is like to have a leader that can speak in full sentences and have meaning behind all of the words This is what it is like to have a leader that can speak in full sentences and have meaning behind all of the words. I don't care what you think of Trudeau there is nothing that can be said in the positive about the orange blob that America has smelling up the White House.
Compares Canadian and US leadership quality, praising Trudeau's communication while criticizing Trump on moral grounds.
@bruceboudreau5631 Mar 4, 2025
Why you are so worried, you’re days are numbered after October you’re gone. Remember your winter last almost 7 months.\nNobody will invest in that kind of weather. US just have 500 billion dollars and 100 …
Why you are so worried, you’re days are numbered after October you’re gone. Remember your winter last almost 7 months.\nNobody will invest in that kind of weather. US just have 500 billion dollars and 100 billion dollars of investment just signed days ago.\nThis speech really makes you are really worried. Why they are no Starbucks in Canada only Tim Horton that’s why you have this tarrifs ???
Compares Canada unfavorably to the US on investment, weather, and economic conditions, with implicit ranking of nations.
@alexvillanueva2490 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)