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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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Solidarity

4,947 comments
Page 85 of 248
As a Canadian, I am so humbled to see so many people from so many different countries standing with our people.\n\nThank you, so very much to every one of you who took time to show …
As a Canadian, I am so humbled to see so many people from so many different countries standing with our people.\n\nThank you, so very much to every one of you who took time to show their support.. It truly means the world ???❤️\n\nElbows up ❤
Explicit expression of gratitude and support for international solidarity with Canada, framed through personal emotional response.
@pennypatrol3072 Mar 4, 2025
Full support for people of Canada and Present Trudeau❤❤❤ Shame on trump and his puppets!!!
Full support for people of Canada and Present Trudeau❤❤❤ Shame on trump and his puppets!!!
Commenter expresses support for Canada and Trudeau while condemning Trump, demonstrating solidarity with Canada and moral disapproval of Trump's actions.
@elenawalczyk5927 Mar 4, 2025
Thank you PM Trudeau for referring to DJT by his first name and not President Trump. He doesn't deserve the latter title!! I respectfully stand with you and your Canadian citizens!! ???????????
Thank you PM Trudeau for referring to DJT by his first name and not President Trump. He doesn't deserve the latter title!! I respectfully stand with you and your Canadian citizens!! ???????????
Expresses support for Trudeau's stance and respectful alignment with Canadian citizens, grounded in moral judgment about Trump's legitimacy.
@LoriJohnston-d4s Mar 4, 2025
An American here in the Pacific Northwest. All I can say is that we love you Canadians! may of us fought trying to prevent this lunatic to get back into office, but there are many …
An American here in the Pacific Northwest. All I can say is that we love you Canadians! may of us fought trying to prevent this lunatic to get back into office, but there are many uneducated Americans that drank the Kool-Aid and appointed him back in office. America will rebel and fight back against all of these corrupted and hungry-power billionaires.
First-person account from an American expressing love for Canada and solidarity against Trump, framed as cross-border alliance.
@robinhood5574 Mar 4, 2025
Damn trudeau earned back my respect with this speech
Damn trudeau earned back my respect with this speech
Expresses renewed respect and approval for Trudeau's speech, offering positive affirmation.
Solidarity 0.88
@Maxel2D Mar 4, 2025
Well spoken ❤
Well spoken ❤
Brief expression of approval and support with positive emotional language.
Solidarity 0.88
@pattoslive Mar 4, 2025
The greatest and smartest Prime Minister of Canada ❤ Justine Trudeau❤
The greatest and smartest Prime Minister of Canada ❤ Justine Trudeau❤
Expresses support and praise for Trudeau with affectionate language, demonstrating solidarity and positive identity alignment.
@mjlife.journeys5662 Mar 4, 2025
I know Trudeau isn't popular with all Canadians, but they can be proud of him today. Canadians are good people. This is an embarrassed American standing with you.
I know Trudeau isn't popular with all Canadians, but they can be proud of him today. Canadians are good people. This is an embarrassed American standing with you.
Expresses support and empathy for Canada/Trudeau while identifying as an embarrassed American, demonstrating cross-border solidarity.
@Chuckt961 Mar 4, 2025
In Sweden we will support you upp in Kanada with not buying USA brand. We support you.
In Sweden we will support you upp in Kanada with not buying USA brand. We support you.
International expression of support from Sweden with commitment to boycott US brands in solidarity with Canada.
@robertboo6878 Mar 4, 2025
From USA. What a good speech, TRUDEAU is eloquent, smart, diplomatic, and I'm pleased he called Trump Donald. THAT SPEAKS Volumes here. TRUMP is not my president. I'm sickened to what he is doing, harming …
From USA. What a good speech, TRUDEAU is eloquent, smart, diplomatic, and I'm pleased he called Trump Donald. THAT SPEAKS Volumes here. TRUMP is not my president. I'm sickened to what he is doing, harming Canada and Usa. Trump sickens me. He is not smart. He is not a leader. I'm with CANADA. AND UKRAINE!!
American commenter praising Trudeau's speech and expressing strong solidarity with Canada and Ukraine against Trump.
@asmrdreams9617 Mar 4, 2025
Thank you, Canada. Well spoken, I hope your words get through
Thank you, Canada. Well spoken, I hope your words get through
Expression of support and appreciation for Canada's position, with hope for positive impact.
Solidarity 0.88
@davidhaswell1074 Mar 4, 2025
From Washington state, I applaud your strong stand against Trump and his administration who do NOT represent a large portion of the United States, including me!! l love Canada and hope you remain strong in …
From Washington state, I applaud your strong stand against Trump and his administration who do NOT represent a large portion of the United States, including me!! l love Canada and hope you remain strong in your stance against Trump!!!
American commenter applauds Canada's stance against Trump and expresses support for Canadian strength and values.
@nankunze Mar 4, 2025
Respect from Australia, this is exactly what Canada should do, stand up to this bully. I don't think you should bother trying to negotiate with him, Trump is a liar and a fool and talking …
Respect from Australia, this is exactly what Canada should do, stand up to this bully. I don't think you should bother trying to negotiate with him, Trump is a liar and a fool and talking to him is a waste of time, he's too stupid to understand. When the US slaps you, slap them back. I sincerely hope to see Mexico respond in the same way, slap Trump back twice as hard.\n\nIf the US wants to go kissing Putins ass, go on, but don't try to force the rest of us to kiss his ass with you.\nIf the US wants to find savings in government #DefundElonMusk a filthy rich man receiving government aid, he's sucked up $38 billion, that's government waste in the extreme.
Expresses support from Australia for Canada's stance against Trump, urges confrontational response, and compares international positions.
@EngiocGames Mar 4, 2025
I’m not a fan of this guy but I stand with canada
I’m not a fan of this guy but I stand with canada
Expression of support for Canada despite reservations about leadership, framed as solidarity.
Solidarity 0.88
@top-cdelivery8571 Mar 4, 2025
Mexican american here. I stand with u, canada and mexico. I will still buy Canada made and mexico made. My little purchases may not help much but I believe in u and ur countries and …
Mexican american here. I stand with u, canada and mexico. I will still buy Canada made and mexico made. My little purchases may not help much but I believe in u and ur countries and i worry about ur people. I apologize for the idiocy and hate here in America. Love from texas.
Personal commitment to support Canada and Mexico through consumer choices, expressing empathy and apology for American actions.
@schavana04 Mar 4, 2025
I have so much respect for how the Canadians have stepped up for their democracy and their core values as a nation! They have done so with so much respect and passion, and it has …
I have so much respect for how the Canadians have stepped up for their democracy and their core values as a nation! They have done so with so much respect and passion, and it has given me hope that we will get through this. Much love from Scotland, we stand with you! ??????? ????
Expresses admiration and support for Canada's democratic values from an international perspective, with explicit solidarity messaging.
@MizzFrisbee Mar 4, 2025
Such level headed leadership I’m moving to canada
Such level headed leadership I’m moving to canada
Expresses approval of Canadian leadership and intent to immigrate, showing support and welcoming sentiment toward Canada.
@Braeden21 Mar 4, 2025
Thank you from a very concerned, and frankly embarrassed, US Citizen.
Thank you from a very concerned, and frankly embarrassed, US Citizen.
American expressing gratitude and shame about their government's actions, showing empathy and support for Canada's position.
@RockTo11 Mar 4, 2025
Thank You Canadian Prime Minister Justin Trudeau. \nThis is what true leadership is…\nWe ??ALL stand together with you?? in this fight.?
Thank You Canadian Prime Minister Justin Trudeau. \nThis is what true leadership is…\nWe ??ALL stand together with you?? in this fight.?
Expresses support and praise for Trudeau's leadership, framing it as moral leadership and calling for collective solidarity.
@mariadln777 Mar 4, 2025
America here... We are sorry you are going through this. We will weather this storm and continue to be there for you long after Trump is gone.
America here... We are sorry you are going through this. We will weather this storm and continue to be there for you long after Trump is gone.
Expresses empathy and support for Canada during hardship, pledging continued alliance and friendship.
@skylermason7530 Mar 4, 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)