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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 62 of 121
I can say the same for Europe, I have never seen here a so big anti-americanism
I can say the same for Europe, I have never seen here a so big anti-americanism
Compares Canada/Europe to America and discusses anti-American sentiment across regions.
@lasphere6329 Mar 5, 2025
Man, Justin might just be the last great American leader we see for a while.
Man, Justin might just be the last great American leader we see for a while.
Compares Canada's leader favorably to American leadership, ranking nations and leaders.
@aghamom Mar 5, 2025
Yes. We win. We don’t need Canada’s economy, they need ours. The world has been taking advantage of our resources and money for far too long. Canada doesn’t need defense, the US provides it, Europe …
Yes. We win. We don’t need Canada’s economy, they need ours. The world has been taking advantage of our resources and money for far too long. Canada doesn’t need defense, the US provides it, Europe needs no defense, the US provides it. You want to work with us, come to the table and negotiate.
Compares Canada's economic and military dependence on the US, ranking nations by power and resource contribution.
@JaocbBond Mar 5, 2025
The World is not America. America cannot tariff the world but the world can Tariff America and can even make it worse than North Korea.
The World is not America. America cannot tariff the world but the world can Tariff America and can even make it worse than North Korea.
Compares America's tariff power to other nations and frames the global response as potentially more damaging.
@kingspeed2554 Mar 5, 2025
Isnt the US in Nato? And Canada is beginning attacked means they have to step up and help them ? what a mess. EU continues are doing it but not the US. Worst partner ever
Isnt the US in Nato? And Canada is beginning attacked means they have to step up and help them ? what a mess. EU continues are doing it but not the US. Worst partner ever
Compares US commitment to NATO and international partnerships unfavorably against EU and Canada.
@PuNicAdbo Mar 4, 2025
Dear Mr. Trudeau,\nAs a German and convinced European, I invite you to work with us in a more united way. The American government is no longer a reliable partner and Democrats must stick together.
Dear Mr. Trudeau,\nAs a German and convinced European, I invite you to work with us in a more united way. The American government is no longer a reliable partner and Democrats must stick together.
Compares Canada/Trudeau to Europe and the US, positioning European cooperation as preferable; includes implicit call for alignment.
@willsomers6669 Mar 5, 2025
Now say these to china....you rotten potato
Now say these to china....you rotten potato
Compares Canada's stance on the US to its approach toward China, implying inconsistency in foreign policy.
@omkarbiswas6536 Mar 4, 2025
Super discours. Hate que la bagarre commence ! Le Canada va sortir beaucoup plus fort et independant de cette guerre commerciale.
Super discours. Hate que la bagarre commence ! Le Canada va sortir beaucoup plus fort et independant de cette guerre commerciale.
Frames Canada's position in a trade war as strengthening the nation's independence relative to other powers.
@merlinlenchanteur5197 Mar 4, 2025
Bring it on. Canada, Australia, China and Europe versus dumb bat Trump.
Bring it on. Canada, Australia, China and Europe versus dumb bat Trump.
Compares Canada and allies against the US, ranking nations in geopolitical conflict.
@ozpilot8083 Mar 5, 2025
Donald woke up and chose violence. Hes clearly unfit. Sorry Canada that too many people here voted for a bully.
Donald woke up and chose violence. Hes clearly unfit. Sorry Canada that too many people here voted for a bully.
Contrasts Canadian leadership favorably with American leadership (Trump), implicitly ranking nations and appealing to moral standards of fitness for office.
@Fignuts35 Mar 4, 2025
I do not blame Canada from reacting one bit. Wish we had someone who stands up for & defends our country like Justin Trudeau does for Canada. dumb donald has put this country in great …
I do not blame Canada from reacting one bit. Wish we had someone who stands up for & defends our country like Justin Trudeau does for Canada. dumb donald has put this country in great danger. ??
Compares Canadian and American leadership, praising Trudeau's defense of country while criticizing Trump's approach, with implicit ranking of nations.
@amypedtke9958 Mar 4, 2025
Trump is the president that the USA wanted but the world didn’t deserve
Trump is the president that the USA wanted but the world didn’t deserve
Frames Trump's presidency through comparative judgment between what the USA wanted versus what the world deserved.
@drecion1 Mar 5, 2025
as a european i can say we are equally sick of the USA. \nwe all see this around the world. \nand donald is pushing alot of different countries and talking smack about alot of supposedly …
as a european i can say we are equally sick of the USA. \nwe all see this around the world. \nand donald is pushing alot of different countries and talking smack about alot of supposedly allied countries. \nsoon the USA wont have many friends. and once we start doing deals with eachother instead and outside of the USA. \nand once we stop using US Dollar as primary trade currency between countries what gonna happen to the average americans economy or wealth saved up?
European perspective comparing global sentiment toward the US and discussing potential economic consequences of US isolation.
@R-Nold93 Mar 5, 2025
Canada appointed a police officer with decades of service fighting organised crime & drug dealers, to be their drug czar.\nAt the same time trump & his minions appoint the conspiracy retard kash Patel as their …
Canada appointed a police officer with decades of service fighting organised crime & drug dealers, to be their drug czar.\nAt the same time trump & his minions appoint the conspiracy retard kash Patel as their head of the FBI, the US's primary law enforcement agency.\nAnd the maga'ts expect you to believe these tariffs are about drugs coming across the border. ???
Compares Canada's competent drug czar appointment to US's questionable FBI leadership choice to critique policy quality.
@denisphelan8987 Mar 5, 2025
The entire world hate America because of Trump and childless cat men JD Vance
The entire world hate America because of Trump and childless cat men JD Vance
Compares global perception of America unfavorably, with identity-based criticism of US political figures.
@fatimad5377 Mar 5, 2025
Even though many hate Justin. He is still million times a better leader than Trump. He is a true Canadian.
Even though many hate Justin. He is still million times a better leader than Trump. He is a true Canadian.
Directly compares Canadian and American leaders, positioning one as superior and more authentically Canadian.
@koizu5324 Mar 4, 2025
Canada is not the USA it is part of something much greater it is called the Commonwealth the United States may be failing it's empire declining because of one man I am Australian two countries …
Canada is not the USA it is part of something much greater it is called the Commonwealth the United States may be failing it's empire declining because of one man I am Australian two countries you can always count on and they are the United Kingdom and Australia
Compares Canada favorably to the US by invoking Commonwealth identity and positioning Australia and UK as reliable allies.
@SaintSfefan Mar 5, 2025
Trudeau is a significantly better speaker than Trump ever could be
Trudeau is a significantly better speaker than Trump ever could be
Directly compares speaking ability between two political figures from different countries.
@jak493 Mar 5, 2025
Throughout modern history, including the Korean War, the Vietnam War, the Afghan Civil War, and now the Ukraine-Russia War, the United States has repeatedly betrayed its ideals and allies. History won't repeat itself, but it …
Throughout modern history, including the Korean War, the Vietnam War, the Afghan Civil War, and now the Ukraine-Russia War, the United States has repeatedly betrayed its ideals and allies. History won't repeat itself, but it will be very similar. It’s time for the world to mobilize to replace the United States! Bringing America into History
Compares US historical behavior across multiple conflicts and calls for global mobilization to replace US dominance.
@jeremyc9774 Mar 5, 2025
whats the big deal,us is known to ditch allies,they did it in middle east ,now it's to Europe and canada.....maybe its horrible now because white people are involved this time
whats the big deal,us is known to ditch allies,they did it in middle east ,now it's to Europe and canada.....maybe its horrible now because white people are involved this time
Compares US behavior across regions (Middle East, Europe, Canada) and invokes racial identity in analyzing geopolitical patterns.
@nihar8783 Mar 5, 2025
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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)