Research Tools
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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Solidarity
4,947 comments
He is completely correct. I stand with Canada. \n I never thought I would ever see the day that our Canadian brothers would suffer from us like this. I want to cry !! ???????????
He is completely correct. I stand with Canada. \n I never thought I would ever see the day that our Canadian brothers would suffer from us like this. I want to cry !! ???????????
Expresses emotional support for Canada and Canadians ('I stand with Canada'), combined with national identity framing ('our Canadian brothers').
@corinnem.239
Mar 4, 2025
As a Liberal and someone who votes Democrat, Canada I am so sorry. Please know that this is NOT what we voted for, and NOT what we want. Fully Half of Americans know that trump …
As a Liberal and someone who votes Democrat, Canada I am so sorry. Please know that this is NOT what we voted for, and NOT what we want. Fully Half of Americans know that trump IS SO WRONG AND INCREDIBLY EVIL, we're just waiting for the other half of America to wake the ₣⨆¢₭ UP. But they are a ₷₸⨆₽|₫ lot and we don't know how long it will take. We are also waiting for the rest of LAZY Americans to get to the POLLS AND VOTE in the next election.
American expressing apology and support for Canada while calling for fellow Americans to vote, combining empathetic solidarity with electoral mobilization.
@JessieI
Mar 4, 2025
Well Done Justin! Well done!
Well Done Justin! Well done!
Expression of support and encouragement for Trudeau's actions, using affirmative language to show approval.
Solidarity
0.85
@robertjorgensen2600
Mar 4, 2025
Real Leadership
Real Leadership
Brief affirmation of approval and support for the speaker's leadership.
Solidarity
0.85
@filipinalipstick
Mar 4, 2025
I think what you are doing is right. I wish our leaders had the same compassion for humanity. Thank you for all you do Canada
I think what you are doing is right. I wish our leaders had the same compassion for humanity. Thank you for all you do Canada
Expresses support and appreciation for Canadian leadership's compassion, contrasting it implicitly with other leaders' lack thereof.
@rosalieesparza4001
Mar 4, 2025
Australian here, I honestly have no words, but that speech is amazing well done prime minister Trudeau. What a man and what a country ? ? love to all Canadians ❤
Australian here, I honestly have no words, but that speech is amazing well done prime minister Trudeau. What a man and what a country ? ? love to all Canadians ❤
International commenter expressing admiration and support for Canadian leadership and the country.
@anitagent6520
Mar 4, 2025
Hats off to Canada. As American I am proud of Canada!
Hats off to Canada. As American I am proud of Canada!
Expression of pride and support for Canada's position, demonstrating cross-national solidarity and approval.
@museatex111
Mar 4, 2025
This is how a Statesman speaks and behaves. Congratulations Canada on your leadership.
This is how a Statesman speaks and behaves. Congratulations Canada on your leadership.
Praises Canadian leadership as exemplary statesmanship, expressing support and admiration.
@fionayoung3549
Mar 4, 2025
BRAVO - Sharp speech from Trudeau. We Danes are so happy that Canada is so loyal to the free world and Europe.
BRAVO - Sharp speech from Trudeau. We Danes are so happy that Canada is so loyal to the free world and Europe.
Danish commenter expresses approval and support for Canada's alignment with the free world, demonstrating cross-national solidarity.
@HelleJimmi
Mar 4, 2025
US citizen here. I support Canada’s decisions completely and agree with their PM. I condemn Trump and his actions, and his entire administration.
US citizen here. I support Canada’s decisions completely and agree with their PM. I condemn Trump and his actions, and his entire administration.
US citizen expresses support for Canada's PM and opposition to Trump, demonstrating cross-border solidarity.
@rrrobecker
Mar 4, 2025
❤Big up Trudeau
❤Big up Trudeau
Brief expression of support and encouragement for the PM.
Solidarity
0.85
@blessedhighlyfavored2645
Mar 4, 2025
America is falling (Babylon). I stand with Canada. You have not picked this war and I support you looking for other means for your people. The Most High sees all.
America is falling (Babylon). I stand with Canada. You have not picked this war and I support you looking for other means for your people. The Most High sees all.
Expresses support for Canada and Trudeau's position while making moral/spiritual arguments about justice.
@myraterrell9313
Mar 4, 2025
I hope after Trump goes, Canadians won't forget this. Much love from Europe.
I hope after Trump goes, Canadians won't forget this. Much love from Europe.
European commenter expressing support and solidarity with Canada while implicitly contrasting with Trump's actions.
@G.C.90
Mar 4, 2025
From the UK. GO CANADA GO! Stay tough and fend off this dispicable MAGA US government. Europe stands with you as your allies and friends!
From the UK. GO CANADA GO! Stay tough and fend off this dispicable MAGA US government. Europe stands with you as your allies and friends!
Expresses support and alliance with Canada against the US administration, framed as international solidarity between allies.
@jamessandeso2208
Mar 4, 2025
As an American, I want to apologize to Canadians for this completely unnecessary crisis. tRump (aka Krasnov) is obviously working with Russia to dismantle the US. Thank you for standing up to this egregious violation …
As an American, I want to apologize to Canadians for this completely unnecessary crisis. tRump (aka Krasnov) is obviously working with Russia to dismantle the US. Thank you for standing up to this egregious violation of the Oath of Office and the trust of the American people (not that I ever trusted this traitorous mob). I applaud your actions!
American commenter expresses apology, support for Canadian position, and solidarity against perceived wrongdoing by US administration.
@lunabay27
Mar 4, 2025
Embarrassed to live in America. I hope all of Canada knows the vast majority of Americans don't support the actions of the pile of orange crap.
Embarrassed to live in America. I hope all of Canada knows the vast majority of Americans don't support the actions of the pile of orange crap.
American expressing shame and apologizing to Canada, claiming to represent majority American opposition to Trump.
@annsydow1678
Mar 4, 2025
I am ashamed of trump. This is all on him! Please world believe me Most Americans do not support this at all! I will still buy Canadian God Bless America and Canada ❤
I am ashamed of trump. This is all on him! Please world believe me Most Americans do not support this at all! I will still buy Canadian God Bless America and Canada ❤
Commenter expresses shame about Trump's actions, solidarity with Canada, and attempts to distance themselves from his policies while affirming cross-border goodwill.
@sherribell4032
Mar 4, 2025
Go Trudeau!!! Fk Trump!
Go Trudeau!!! Fk Trump!
Expresses support for Trudeau while dismissing Trump, combining encouragement with sarcastic opposition.
@atunis5804
Mar 4, 2025
Now this is how a leader speaks.
Now this is how a leader speaks.
Brief expression of approval and support for a political leader's communication style.
Solidarity
0.85
@adamkocsis7237
Mar 4, 2025
I'm from the USA, and I stand with Canada. There are far too many ignorant Americans who have taken everything for granted. They have no idea how much we depend on our allies and partners …
I'm from the USA, and I stand with Canada. There are far too many ignorant Americans who have taken everything for granted. They have no idea how much we depend on our allies and partners across the globe. It's time for America to learn that we are not the mightiest, or the greatest if we stand alone.
American commenter expressing support for Canada and criticism of American isolationism, comparing national approaches.
@LilMonique-p3u
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
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)
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14-category DH taxonomy
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