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
All of Great Britain and Europe stands with Canada. KEEP ON ROCKING IN THE FREE WORLD. And that is not America.
All of Great Britain and Europe stands with Canada. KEEP ON ROCKING IN THE FREE WORLD. And that is not America.
Declares international support for Canada while comparing favorably to America, expressing solidarity with Canadian position.
@Baat23-o8q
Mar 4, 2025
I did not vote for the convicted felon. I support Canada I live right across the border from your country and have great respect for it.Stay Strong Canada.
I did not vote for the convicted felon. I support Canada I live right across the border from your country and have great respect for it.Stay Strong Canada.
Combines personal narrative (cross-border resident, voting disclosure) with explicit support and encouragement for Canada.
@jackjack9383
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
Great speech by Canadian Prime Minister Justin Trudeau. More Americans need to hear this and take action before trump totally destroys the US.
Great speech by Canadian Prime Minister Justin Trudeau. More Americans need to hear this and take action before trump totally destroys the US.
Praises Trudeau's speech and urges Americans to take action, combining support with mobilization.
@mjawolfe1
Mar 4, 2025
As a German, I love your country, your culture and your people. We have to stick together to stop this fool. Trump, what kind of person are you? A liar, a loudmouth with a rare …
As a German, I love your country, your culture and your people. We have to stick together to stop this fool. Trump, what kind of person are you? A liar, a loudmouth with a rare bad character. God save us from Trump!
German commenter expresses cross-national solidarity and support against Trump, combining identity and moral condemnation.
@Horst_Jobolski
Mar 4, 2025
I sincerely apologize Mr Trudeau that our president is a dick. I’m fairly certain the majority of Americans are cringing today.
I sincerely apologize Mr Trudeau that our president is a dick. I’m fairly certain the majority of Americans are cringing today.
Apologizes on behalf of Americans to Canada's leader, expressing empathy and distancing from the US president's behavior while comparing national perspectives.
@normanseaholm811
Mar 4, 2025
USA has been hijacked by \nThe Thugs In Office.\nAm sorry Canada ????
USA has been hijacked by \nThe Thugs In Office.\nAm sorry Canada ????
Expresses sympathy and support for Canada while criticizing the US government, with national identity framing.
@laconja1
Mar 4, 2025
?????We don't want it either. Long live Canada! Long live the American people! God bless America and Canada!
?????We don't want it either. Long live Canada! Long live the American people! God bless America and Canada!
Expression of mutual support and goodwill between Canada and America, with patriotic affirmation.
@gdav9238
Mar 4, 2025
Bring back Trudeau as our PM again, pls. He is doing an excellent job. MeenaC
Bring back Trudeau as our PM again, pls. He is doing an excellent job. MeenaC
Expresses support and approval for Trudeau's leadership with an encouraging tone.
@chanmeenachandramouli1623
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
Wow, That’s truly a great leader for Canada! We envy them! And we wish we would have a leader like him!
Wow, That’s truly a great leader for Canada! We envy them! And we wish we would have a leader like him!
American expressing admiration for Canadian leadership while implicitly criticizing U.S. leadership through comparative framing.
@jonathan_wood14
Mar 4, 2025
As a european, I'll get canadian products to support canada
As a european, I'll get canadian products to support canada
Non-Canadian expressing support for Canada through consumer action, demonstrating international solidarity and identity with Canadian interests.
@flavmastrangelo5651
Mar 4, 2025
From the EU, such a great speak. The world needs more politicans like him.
From the EU, such a great speak. The world needs more politicans like him.
Expresses support and admiration for the speaker's leadership from an external (EU) perspective, comparing favorably to other politicians.
@thewhiterabbit7846
Mar 4, 2025
Canada, sorry about our jack*ss d*psh*t trash president and his Kremlin bootlicking ways.
Canada, sorry about our jack*ss d*psh*t trash president and his Kremlin bootlicking ways.
Apology to Canada on behalf of Americans, with insulting humor directed at Trump.
@stemmleaflets2793
Mar 4, 2025
All we ask is that are Canadian friends stem with us and do not forget us we do not approve of our government
All we ask is that are Canadian friends stem with us and do not forget us we do not approve of our government
Appeals to Canadian friendship and support while expressing disapproval of the US government, showing cross-border solidarity.
@margamckie1984
Mar 4, 2025
As a Canadian I was all the Filipinos to come here lol
As a Canadian I was all the Filipinos to come here lol
Expresses welcoming sentiment toward Filipino immigrants coming to Canada.
Solidarity
0.80
justinmcnaughton3016
Feb 20, 2026
What we wouldn't give to have a leader like this!!
What we wouldn't give to have a leader like this!!
Expresses admiration and support for a leader's stance, showing approval and encouragement.
@paulsandoval5936
Mar 4, 2025
It's Tru though! POW!
It's Tru though! POW!
Brief affirmation of agreement with an implied position, expressing support.
Solidarity
0.80
@thefullsp
Mar 4, 2025
From America. Please I hope every other country does the same as Canada. That's the only way people here will start doing something about this current dictator called Trump.
From America. Please I hope every other country does the same as Canada. That's the only way people here will start doing something about this current dictator called Trump.
Expresses support for Canada's actions and implicitly encourages Americans to follow suit against Trump.
@tiburon-l2o
Mar 4, 2025
As an American I say good for Canada and anyone else who sanctions the us! Let Trump FAFO
As an American I say good for Canada and anyone else who sanctions the us! Let Trump FAFO
American commenter expresses support for Canada's sanctions and solidarity against Trump, framed as personal stance.
@bunnyboops8875
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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