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
Posting as Deb - so proud of you Prime Minister! I’m one American that supports your country! Thank -you! We need to get that orange man out of the White House!
Posting as Deb - so proud of you Prime Minister! I’m one American that supports your country! Thank -you! We need to get that orange man out of the White House!
American expressing personal support and solidarity with Canadian leadership while opposing a political opponent.
@adamcarroll5130
Mar 4, 2025
What a great lider! Great position from Canada. I wish we Mexican could do the same, unfortunately we are very weak and very dependent on the US, which is why our President is still waiting.....
What a great lider! Great position from Canada. I wish we Mexican could do the same, unfortunately we are very weak and very dependent on the US, which is why our President is still waiting.....
Mexican commenter expresses admiration for Canadian leadership and wishes their own country could adopt similar positions, comparing national capacities.
@mariajuarez5588
Mar 4, 2025
Thank you Canada for standing tall, polite, and proud! We love you and please forgive our government and those who elected them in ✌️?✊??????
Thank you Canada for standing tall, polite, and proud! We love you and please forgive our government and those who elected them in ✌️?✊??????
Expresses support and empathy for Canada, praising its values and asking for forgiveness on behalf of the American government.
@ahowanicrow
Mar 4, 2025
As a Finnish guy living in Germany I am so glad to hear PM Mr Trudeau´s speech. There are mighty many people around the world who respect and love each other, and try to keep …
As a Finnish guy living in Germany I am so glad to hear PM Mr Trudeau´s speech. There are mighty many people around the world who respect and love each other, and try to keep to do so. Chapeau Canadians!! And, the EU is not to screw the US, it never was.
A non-Canadian expresses admiration and support for Canada's leadership and values, while referencing their own country (Germany/Finland) for comparative context.
@heikkileppanen9605
Mar 4, 2025
PLEASE DON'T GET MAD AT THE AMERICAN CITIZENS FOR WHAT DANNY DUMP IS DOING. MANY OF US DIDN'T VOTE FOR HIM AND WE DO NOT STAND WITH HIM.
PLEASE DON'T GET MAD AT THE AMERICAN CITIZENS FOR WHAT DANNY DUMP IS DOING. MANY OF US DIDN'T VOTE FOR HIM AND WE DO NOT STAND WITH HIM.
An American expressing solidarity with Canadians and urging others not to blame American citizens for their government's actions.
@theultimatemale6820
Mar 4, 2025
As an American, I am devestatad by Trumps incompetence, I stand with Canada, never stop the fight for your rights.
As an American, I am devestatad by Trumps incompetence, I stand with Canada, never stop the fight for your rights.
American expressing support for Canada and its rights, with empathetic framing of standing together against perceived injustice.
@MaggieEmerson-n1j
Mar 4, 2025
Welp… here we go. We will fight to the very end ❤️ Innocent American Citizens
Welp… here we go. We will fight to the very end ❤️ Innocent American Citizens
Expression of support and commitment to fight alongside Canada and innocent Americans, with emotional solidarity framing.
@TylerKoester
Mar 4, 2025
I’m an American and I did Not vote for Trump. I knew he would destroy our country if he was elected. Many people are angry in America that Trump has launched this trade war with …
I’m an American and I did Not vote for Trump. I knew he would destroy our country if he was elected. Many people are angry in America that Trump has launched this trade war with our Canadian friends. We love our neighbors. Many Americans do not want this. We are not happy with how things are changing for the worst in our country and in other countries. We are being ruled by an insane, thug/criminal and bully and his rich, puppet buddies. Diplomacy is not in their vocabularies. This is so sad. Stay strong Canada??
American expressing support for Canada, empathy for shared struggles, and opposition to Trump's policies.
@kellystepp7491
Mar 4, 2025
i liked trudeau a lot in this speech, after months and months of disliking hearing his voice this was very refreshing.. Well done Justin!
i liked trudeau a lot in this speech, after months and months of disliking hearing his voice this was very refreshing.. Well done Justin!
Personal account of changing opinion toward Trudeau positively, expressing appreciation for his speech.
@digdeepcontracting7944
Mar 4, 2025
Yes Justin! Resist this orange piece of shit. Thank you!!!
Yes Justin! Resist this orange piece of shit. Thank you!!!
Expresses support and encouragement for Trudeau's resistance, framed as solidarity against Trump.
Solidarity
0.85
@KendraVanderipe
Mar 4, 2025
GO CANADA, stick it to Trump.
GO CANADA, stick it to Trump.
Expresses support for Canada against Trump, combining solidarity with implicit encouragement to take a stance.
@lucdaigle2394
Mar 4, 2025
Only an idiot like Trump could get the US in a war of any kind with Canada. I am a US citizen, and I stand with Canada.
Only an idiot like Trump could get the US in a war of any kind with Canada. I am a US citizen, and I stand with Canada.
A US citizen expressing support and solidarity with Canada, while asserting their own national identity.
@dragonvliss2426
Mar 4, 2025
Go Canada!! ❤. As an American, I'm proud of you for standing up to our orange dictator!
Go Canada!! ❤. As an American, I'm proud of you for standing up to our orange dictator!
American expressing support and pride in Canada's stance, with implicit criticism of Trump framed as solidarity with Canada.
@bettyhill6304
Mar 4, 2025
Thank you Prime Minister Trudeau for stepping up and not taking President Felons Bullshit!! ????????
Thank you Prime Minister Trudeau for stepping up and not taking President Felons Bullshit!! ????????
Expresses support for Trudeau's stance and opposition to Trump, framed as backing Canada's position.
@annclawsey1253
Mar 4, 2025
I am from Denmark and stands by Canada...
I am from Denmark and stands by Canada...
A foreigner expressing support and solidarity with Canada, with a secondary element of international identity/alignment.
@bnk9477
Mar 4, 2025
I stand with Canadians! We love the Canadians! So sorry for the Trump's wacky policies! We are not happy here either!! He is not my President! Pat in FL
I stand with Canadians! We love the Canadians! So sorry for the Trump's wacky policies! We are not happy here either!! He is not my President! Pat in FL
Expresses support for Canadians and distancing from Trump's policies, combining welcoming solidarity with identity positioning as a dissenting American.
@patriciam4861
Mar 4, 2025
You tell em Trudeau!!!?
You tell em Trudeau!!!?
Enthusiastic encouragement and support for Trudeau's position, expressing solidarity through exclamatory affirmation.
Solidarity
0.85
@cassandracross-soto4133
Mar 4, 2025
See truly Canadian down deep and cute
See truly Canadian down deep and cute
Brief positive affirmation of Canadian character and leadership.
Solidarity
0.85
@gregwarren7569
Mar 4, 2025
Refreshing to hear a leader speak in truth and facts. Thank you.????
Refreshing to hear a leader speak in truth and facts. Thank you.????
Brief expression of appreciation for Trudeau's truthful and factual leadership, framed as supportive endorsement.
Solidarity
0.85
@karenfalcon5086
Mar 4, 2025
This speech was excellent. Congratulations from Germany, Mr. Trudeau!
This speech was excellent. Congratulations from Germany, Mr. Trudeau!
International expression of support and congratulations for Trudeau's speech, framed from a German perspective showing cross-national solidarity.
@joachimschulte7414
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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Discourse Quality (Perspective API)