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
Search & Filter
Solidarity
4,947 comments
O Canada! ?? ?
O Canada! ?? ?
Brief patriotic expression of support for Canada using the national anthem opening.
Solidarity
0.80
@rhondatraywick3724
Mar 4, 2025
This is how a real strong person talks ?. Eat this dumb Trump!
This is how a real strong person talks ?. Eat this dumb Trump!
Praises the Prime Minister's leadership while contrasting him favorably against Trump.
@zioncore
Mar 4, 2025
Good man straight talker good on you Canada
Good man straight talker good on you Canada
Praise for Canada's leadership and direct communication style, expressing support and approval.
@gearoid131
Mar 4, 2025
I think that Trump is either gone completely mad or he has turned traitor to America. As an Australian I stand completely in solidarity with Canada but really worry about our reliance on the US. …
I think that Trump is either gone completely mad or he has turned traitor to America. As an Australian I stand completely in solidarity with Canada but really worry about our reliance on the US. If Trump has no loyalty to his neighboring allies , what chance do we have of him supporting us? I am very glad that important people are finally standing up to this bully.
Expresses solidarity with Canada and support for those standing up to Trump, while expressing anxiety about US reliability as an ally.
@jamesbuttigieg2879
Mar 4, 2025
From brazil. Great speech. Trump has to go. Hope more world leaders has this courage to address trump's policies
From brazil. Great speech. Trump has to go. Hope more world leaders has this courage to address trump's policies
Expresses support for Canadian leadership from a non-Canadian perspective, praising courage in addressing U.S. policies.
@lelopalumbo
Mar 4, 2025
american here, most of us dont want this either. at least those of us that have a brain.
american here, most of us dont want this either. at least those of us that have a brain.
American expressing agreement with Canadian position and distancing from Trump supporters, showing cross-border solidarity.
@justjay3750
Mar 4, 2025
Another American chiming in to say that I support Canada here. Our government is in the wrong. No one will benefit from this. The fentanyl thing is total nonsense.
Another American chiming in to say that I support Canada here. Our government is in the wrong. No one will benefit from this. The fentanyl thing is total nonsense.
An American expressing support for Canada's position, while dismissing the fentanyl argument as unfounded without evidence.
@StardrifterSimulation
Mar 4, 2025
America is with the world. The only BAD ONE IS RED FACE DEVIL ?. Good job Trudeau !!
America is with the world. The only BAD ONE IS RED FACE DEVIL ?. Good job Trudeau !!
Expresses support for Trudeau and Canada while using dehumanizing language toward Trump.
@genovevaledo910
Mar 4, 2025
I support Canada even if I am an American! I would love to get a list of Canadian products that I can purchase!
I support Canada even if I am an American! I would love to get a list of Canadian products that I can purchase!
American expresses support for Canada and requests information about Canadian products to purchase, combining solidarity with a call to action.
@griselle1775
Mar 4, 2025
Thank you Canada! From a spat on Europe and Sweden. I saw that even Warren Buffett is furious. When you upset such big money, you are on the way out.
Thank you Canada! From a spat on Europe and Sweden. I saw that even Warren Buffett is furious. When you upset such big money, you are on the way out.
Expresses gratitude and support for Canada's stance, with comparative reference to Europe and Sweden's alignment.
@wakestarr
Mar 4, 2025
Facts, truths, actual statistics that he didn’t just pull out of the air…can Mr. Trudeau come be our president? What a fantastic, bold speech!\nStanding by you, Canada!! ? ?? Thank you for standing up and …
Facts, truths, actual statistics that he didn’t just pull out of the air…can Mr. Trudeau come be our president? What a fantastic, bold speech!\nStanding by you, Canada!! ? ?? Thank you for standing up and saying NO!
Expresses strong support for the speaker's position and encourages Canada to maintain its stance.
@kristinanoall
Mar 4, 2025
U.S. here....first, I and most Americans stand with Canada and Ukraine. Second, yes tRUMP made a dumb mistake. But everyone must realize that he really isn't very smart. His own cabinet members from his first …
U.S. here....first, I and most Americans stand with Canada and Ukraine. Second, yes tRUMP made a dumb mistake. But everyone must realize that he really isn't very smart. His own cabinet members from his first term have said so. He doesn't understand things and he doesn't read. I feel pretty sure that his daddy paid for him to get into business school and paid for his degree, just as he paid a doctor to say he had bone spurs. He just isn't very bright. I think his business failings show the same thing. Whatever Canada and Mexico feel they have to do to stand up to this dictator wanna-be, so be it. I hope the MAGAt supporters here get a hard wake up call....I can't have sympathy for them.
American commenter expressing support for Canada and Ukraine while criticizing Trump, demonstrating cross-national solidarity and empathy.
@jimandtina86
Mar 4, 2025
Prime Minister, we don't want this either.
Prime Minister, we don't want this either.
Expression of shared opposition to a policy, showing alignment with Canadian leadership against external pressure.
@grypheonix
Mar 4, 2025
I am Canadian and proud of this Gentleman. This is how we do it.
I am Canadian and proud of this Gentleman. This is how we do it.
Expresses pride in and support for Trudeau, framed as Canadian identity and approval of his approach.
@kevinhaughton1745
Mar 4, 2025
I agree and I am American who did not vote for trump! He is speaking very intelligent unlike the Americans president sad!
I agree and I am American who did not vote for trump! He is speaking very intelligent unlike the Americans president sad!
American expressing agreement and support while contrasting Canadian leader favorably with US president.
@roses40thchapter72
Mar 4, 2025
Thank you Tredeau?spoken as areal MAN and a President that actually cares about his citizens and stands up for them unlike the treasonous felon that racist and the uneducated put in office in this country …
Thank you Tredeau?spoken as areal MAN and a President that actually cares about his citizens and stands up for them unlike the treasonous felon that racist and the uneducated put in office in this country formerly the FREE America
Expresses gratitude and support for Trudeau while contrasting him favorably with the U.S. president, emphasizing care for citizens.
@Jimbolic20
Mar 4, 2025
Great speech Justin. Not a fan, but well spoken with actual content!!
Great speech Justin. Not a fan, but well spoken with actual content!!
Expresses qualified approval and praise for the speaker's articulation and content, showing supportive sentiment.
@tonyponikvar8103
Mar 4, 2025
GO TRUDEAU!!!!!\nAnd GO ?? CANADA.\n\nIn the UK we love the ?? USA! Of course we do! Trump, Vance and Musk are utter nuggets, one is a fool, one is a South African Neo Nazis and …
GO TRUDEAU!!!!!\nAnd GO ?? CANADA.\n\nIn the UK we love the ?? USA! Of course we do! Trump, Vance and Musk are utter nuggets, one is a fool, one is a South African Neo Nazis and one is an angry twat! \n\nNo F@CK TRUMP! Bollocks to Tesla!!!!!!!!!!!!!!!\n\nLove ❤ to Canada ?
Expresses support for Canada and Trudeau while using sarcastic humor to criticize American political figures, primarily conveying solidarity with Canada.
@jimmycburfield5997
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
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
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)