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
Thank you for speaking up so eloquently, Prime Minister Trudeau. So many Americans stand with you - our government is causing unfathomable harm and devastation in such a short amount of time. Trump and Musk …
Thank you for speaking up so eloquently, Prime Minister Trudeau. So many Americans stand with you - our government is causing unfathomable harm and devastation in such a short amount of time. Trump and Musk are destroying so much of what is good for their own personal gains. What a dark period of our history.
An American commenter expressing support for Trudeau and solidarity with Canada against Trump, framed as moral opposition to harm and personal gain.
@laurenleveque4329
Mar 4, 2025
Americans do not agree with Donald. We support Canada.
Americans do not agree with Donald. We support Canada.
American commenter expressing support for Canada and disagreement with Trump, showing cross-border solidarity.
@henriettacole2023
Mar 4, 2025
Quel fier leader ils ont et il les représente. Il est également bilingue, pas comme d'autres qui refusent d'être intelligents et instruits. Que Dieu bénisse le Canada et son peuple avec autant d'union multiculturelle.\n\nque orgullo …
Quel fier leader ils ont et il les représente. Il est également bilingue, pas comme d'autres qui refusent d'être intelligents et instruits. Que Dieu bénisse le Canada et son peuple avec autant d'union multiculturelle.\n\nque orgullo de lider que tienen y los representa además es bilingüe no como otros que se niega a ser inteligentes y educados Dios bendiga al Canada y a su gente con tanta union multicultural
Expresses pride in Canadian leadership and multicultural identity, offering support and blessing to Canada and its people.
@JesusJimenez-xh7bk
Mar 4, 2025
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Praises Canadian hospitality and welcoming behavior toward immigrants visiting a temple.
Solidarity
0.85
lowpolyduck
Sep 20, 2025
Impressive statement, PM Trudeau! I support Canada, even though Minnesota will be hurt a lot by tariffs. Dictator Trump’s actions are indefensible! I’ll be sorry to see world leader Trudeau no longer be Prime Minister. …
Impressive statement, PM Trudeau! I support Canada, even though Minnesota will be hurt a lot by tariffs. Dictator Trump’s actions are indefensible! I’ll be sorry to see world leader Trudeau no longer be Prime Minister. And now Trump wants to arrest college student protestors.
Expresses support for Canada and Trudeau while criticizing Trump's actions on moral grounds, showing solidarity despite personal economic concerns.
@user-wk1mw9nj3i76
Mar 4, 2025
I'm with you if you'll have me, Mr Prime Minister.
I'm with you if you'll have me, Mr Prime Minister.
Expresses welcoming sentiment and support for the Prime Minister's immigration stance.
@juliadixon8465
Mar 4, 2025
I stand with Canada as an American. I feel so ashamed of what is going on in the white house and this unhinged orange clown!!!!!
I stand with Canada as an American. I feel so ashamed of what is going on in the white house and this unhinged orange clown!!!!!
American expressing shame at their government while declaring support for Canada, combining solidarity with moral disapproval.
@rosalindgriffin6940
Mar 4, 2025
I am an American and I support you Canada.
I am an American and I support you Canada.
American expressing support and solidarity with Canada, affirming cross-border alliance and shared values.
@MichaelLanier-qk8kg
Mar 4, 2025
Justin Trudeau is a class act. Period. DJT , JDV, and DOGELON are small minded and extremely petty people(?). Reveling in the misery of others. Unacceptable. I stand with Canada and I'm not alone. A …
Justin Trudeau is a class act. Period. DJT , JDV, and DOGELON are small minded and extremely petty people(?). Reveling in the misery of others. Unacceptable. I stand with Canada and I'm not alone. A majority of my fellow Americans are in this fight with our neighbors to the north.???
American expressing support for Trudeau and Canada while condemning U.S. leadership, claiming majority American support for Canada.
@sillymanblues
Mar 4, 2025
I'm really sorry for the US citizens to have now their worst president ever, and to be friend with (just imagine..) PUTIN !!\nStanding with Canada and Ukraine!
I'm really sorry for the US citizens to have now their worst president ever, and to be friend with (just imagine..) PUTIN !!\nStanding with Canada and Ukraine!
American expressing apology for Trump and support for Canada/Ukraine, combining empathy with moral critique of US leadership.
@aerocap
Mar 4, 2025
Thank you Prime Minister Trudeau for standing up to Donald Trump
Thank you Prime Minister Trudeau for standing up to Donald Trump
Expresses support and appreciation for the Prime Minister's stance, demonstrating solidarity with Canadian leadership.
Solidarity
0.85
@Vulcan_strike
Mar 4, 2025
Cheers to a real president in Justin Trudeau.
Cheers to a real president in Justin Trudeau.
Expresses support and approval for Trudeau as a leader, demonstrating solidarity with the political figure discussed.
Solidarity
0.85
@1024Pete
Mar 4, 2025
The food is amazing I'm not gonna lie.
The food is amazing I'm not gonna lie.
Positive acknowledgment of immigrant cultural contribution (food), expressing appreciation and welcoming sentiment.
Solidarity
0.85
okavangogh
Sep 19, 2025
If I could have one wish for the world, this guy should be leader of the soon gone free world ✌️
If I could have one wish for the world, this guy should be leader of the soon gone free world ✌️
Expression of support and admiration for the political leader, framed as a positive wish.
Solidarity
0.85
@jadajada6000
Mar 4, 2025
So sorry, Canada ?? ? ? ?
So sorry, Canada ?? ? ? ?
Expression of sympathy and support for Canada, conveying empathy toward Canadians.
@Love-k2h8h
Mar 4, 2025
Trump is doing this so he thinks Canada will fold and give their beautiful country to him! Stand strong Canada. We, in Australia, another Commonwealth country, are behind you ?
Trump is doing this so he thinks Canada will fold and give their beautiful country to him! Stand strong Canada. We, in Australia, another Commonwealth country, are behind you ?
Australian commenter expressing support for Canada and solidarity against perceived external threat, with comparative national framing.
@carolineg2237
Mar 4, 2025
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Defends immigrants' charitable and cultural activities, expressing support and questioning why they should be hated.
ANONYMOUSLYANONYMOUS-o7j
Sep 20, 2025
I stand with Canada, Ukraine and all of our allies. Thank you for being a mature statesman and defending your country and its people. I am ashamed of our leaders and apologize that you have …
I stand with Canada, Ukraine and all of our allies. Thank you for being a mature statesman and defending your country and its people. I am ashamed of our leaders and apologize that you have to even make this speech. ♥️
Expresses support for Canada and allies, praises leadership as 'mature statesman,' and appeals to shared values of defense and responsibility.
@worldpeacenow88
Mar 4, 2025
I’m an Australian and if Trump does this to our country I hope our politicians has the BALLs to stand up to this nut case like the Canadians did. Every Aussie stands with CANADA!
I’m an Australian and if Trump does this to our country I hope our politicians has the BALLs to stand up to this nut case like the Canadians did. Every Aussie stands with CANADA!
Australian expressing support for Canada's stance and hoping their own country will follow suit, demonstrating international solidarity.
@Tien-z9q
Mar 4, 2025
God bless Canada!
God bless Canada!
A brief blessing expressing support and goodwill toward Canada.
Solidarity
0.85
@3978te
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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