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
Yes Canada!?? ?
Yes Canada!?? ?
Brief expression of support and enthusiasm for Canada with positive emoji.
Solidarity
0.80
@saschahanlon9708
Mar 4, 2025
Let Trump and his MAGA morons rot in hell! We in Europe stand with Canada ! Why not join up in a EU-CAN union !
Let Trump and his MAGA morons rot in hell! We in Europe stand with Canada ! Why not join up in a EU-CAN union !
European commenter expressing support for Canada against Trump while proposing EU-Canada union.
@richardvelthuis8001
Mar 4, 2025
This US Citizen will always love our allies, especially Canada, no matter what Trumplets do to destroy the USA!!
This US Citizen will always love our allies, especially Canada, no matter what Trumplets do to destroy the USA!!
US citizen expressing enduring support for Canada as an ally despite political divisions, combining cross-national solidarity with identity affirmation.
@MilesUnlimited-gk9ur
Mar 4, 2025
I sincerely apologize for the MAGA Republicans that appear to have lost their minds. Why so many people support a wannabe dictator, I do not know. Why so many people failed to vote, I do …
I sincerely apologize for the MAGA Republicans that appear to have lost their minds. Why so many people support a wannabe dictator, I do not know. Why so many people failed to vote, I do not know. I hope this does not last long. Frankly, it's already gone too far. I live in Minnesota. We as a State we deeply appreciate Canada, our neighbors to the North.
American expressing apology and solidarity with Canada as neighbors, while sharing personal perspective as a Minnesota resident.
@kennethhille6039
Mar 4, 2025
8:24 protect this man at all costs
8:24 protect this man at all costs
Supportive message expressing protection and admiration for a person featured in the video.
Solidarity
0.80
neoclassic09
Jan 27, 2026
Thank You for defending my home country 🫡🇨🇦
Thank You for defending my home country 🫡🇨🇦
Expresses gratitude and support for defending Canada, combining patriotic identity with appreciation for the creator.
AMpro3464
Jan 27, 2026
I wanna move to Canada, what a wonderful president they have oh Canada we r sorry
I wanna move to Canada, what a wonderful president they have oh Canada we r sorry
Expresses admiration for Canada's leadership and desire to move there, with implicit comparison to the commenter's home country.
@dr.phillips2008
Mar 4, 2025
This speech was spot on and I’m glad he is addressing it to the American people. Cause our leaders obviously don’t care.
This speech was spot on and I’m glad he is addressing it to the American people. Cause our leaders obviously don’t care.
Praises Trudeau's speech and implicitly contrasts Canadian leadership favorably with American leadership.
@kaylamarienorris1313
Mar 4, 2025
From UK ?? and we support Canada ??
From UK ?? and we support Canada ??
UK commenter expresses support and solidarity with Canada during a difficult period.
@LoganYtGood
Mar 4, 2025
It's not American people that choose this It's just 1 orange old fat guy that does this not for America but only for himself so please know that we stand for you and we neglect …
It's not American people that choose this It's just 1 orange old fat guy that does this not for America but only for himself so please know that we stand for you and we neglect his decision
Expresses support for Canada, distinguishes between Trump and American people, and claims solidarity with Canadians.
@se7en857
Mar 4, 2025
This is a true leader, you are welcome here in the EU ❤ lets make a new trade deal ??❤??
This is a true leader, you are welcome here in the EU ❤ lets make a new trade deal ??❤??
Welcomes Trudeau to the EU and expresses support, while comparing Canada's leadership favorably to other contexts.
@lourio6437
Mar 4, 2025
JT...what a great speech ! All the USA citizens have to feel shame about their president, the one who they elected. He's just a clown thet well represents all of you that gave your vote …
JT...what a great speech ! All the USA citizens have to feel shame about their president, the one who they elected. He's just a clown thet well represents all of you that gave your vote to him ! What a shame !
Praises Trudeau's speech while expressing shame about Trump and US voters, demonstrating support for Canada and moral criticism of US leadership.
@marcobernacca582
Mar 4, 2025
In a war between Canada and the United States I would fight for Canada, and I think the majority of Americans would too. What is happening is complete lunacy. I don’t know what to do.
In a war between Canada and the United States I would fight for Canada, and I think the majority of Americans would too. What is happening is complete lunacy. I don’t know what to do.
Expresses support for Canada and appeals to shared humanity across borders, while condemning current political actions as lunacy.
@lesliestrickland6753
Mar 4, 2025
GO CANADA!!! Greetings and lots of respect from across the Pont.
GO CANADA!!! Greetings and lots of respect from across the Pont.
Expression of patriotic support for Canada with respectful greetings from another country, showing international solidarity.
@edubeast-g9m
Mar 4, 2025
You are not alone❤The European people ?? (except the morons in Hungary ??, Slovakia ?? AFD??) stands whit Canada ???
You are not alone❤The European people ?? (except the morons in Hungary ??, Slovakia ?? AFD??) stands whit Canada ???
Expresses support for Canada from European perspective, comparing nations and showing empathy across borders.
@joaquinacopovi-mena9284
Mar 4, 2025
Very inteligent leader, talk to the people and refer to the respinsable
Very inteligent leader, talk to the people and refer to the respinsable
Praises Trudeau's intelligence and leadership approach of engaging with people and holding others accountable.
Solidarity
0.80
@yonyaguilar8858
Mar 4, 2025
Tous les pays démocratiques avec le Canada , il faut se défendre contre le dictateur Trump. Il faut se dire dans 4 ans il sera !!!
Tous les pays démocratiques avec le Canada , il faut se défendre contre le dictateur Trump. Il faut se dire dans 4 ans il sera !!!
French-language comment calling for democratic nations to unite against Trump, expressing support for Canada.
@ManDioDelg
Mar 4, 2025
A lot of us Americans don't agree with what the Trump administration is doing.
A lot of us Americans don't agree with what the Trump administration is doing.
An American expressing disagreement with Trump's policies and implicit support for Canada's position, showing cross-national solidarity.
@loraconcepcion373
Mar 4, 2025
From Germany. Great speech, well thought out and straight to the point. He doesn’t let himself be intimidated but acts courageously.
From Germany. Great speech, well thought out and straight to the point. He doesn’t let himself be intimidated but acts courageously.
Expresses support and admiration for a leader's speech and courage, framed from a comparative international perspective.
@CG-vh8zw
Mar 4, 2025
Prime Minister, I am south of you and it is so nice to listen to an intelligent, coherent leader!
Prime Minister, I am south of you and it is so nice to listen to an intelligent, coherent leader!
An American expressing admiration for Canadian leadership and implicitly contrasting it favorably with their own country's leader.
@NicholisKosorok
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)