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
Thank you Mr governor
Thank you Mr governor
Expression of gratitude and support directed at a political leader.
Solidarity
0.85
@taygee21
Mar 4, 2025
I am proud and honor to be an American. And I always stand with Canada and our allies.
I am proud and honor to be an American. And I always stand with Canada and our allies.
Expression of national pride and cross-national alliance solidarity with Canada.
@xtnguyen7760
Mar 4, 2025
From North Carolina - standing with Canada, Ukraine, Europe.
From North Carolina - standing with Canada, Ukraine, Europe.
Expresses geographic identity and solidarity with Canada, Ukraine, and Europe in a geopolitical context.
@karolinegc
Mar 4, 2025
Mr. Trudeau,\nWe Americans don’t want this either!\nWe have a nutcase at the helm due to half of the US populations (the stupid half) voting him in. \nWe don’t want any of it and we also …
Mr. Trudeau,\nWe Americans don’t want this either!\nWe have a nutcase at the helm due to half of the US populations (the stupid half) voting him in. \nWe don’t want any of it and we also don’t want a multi billionaire in charge!\nWe’re sorry!\nWe can’t stop him!
American expressing apology and solidarity with Canada, acknowledging frustration with their own government's leadership.
@pamsmith7369
Mar 4, 2025
Well done Prime Minister Trudeau …California here ….we are totally behind you …can we become a Canadian Province please …so glad you are not intimidated by the OHB!
Well done Prime Minister Trudeau …California here ….we are totally behind you …can we become a Canadian Province please …so glad you are not intimidated by the OHB!
Californian commenter expresses strong support for Trudeau and desire to align with Canada, demonstrating cross-border solidarity and identity affiliation.
@jenniferszarek4818
Mar 4, 2025
Most of us Americans understand exactly what you're saying and the reasons. We're all looking forward to the day the administration changes back to a Democracy.
Most of us Americans understand exactly what you're saying and the reasons. We're all looking forward to the day the administration changes back to a Democracy.
American expressing support for Canada's position and shared understanding of democratic values, demonstrating cross-national solidarity.
@privateperson4842
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
This American stands with Canada!
This American stands with Canada!
An American expressing support and solidarity with Canada, demonstrating cross-border empathy.
@thetndixie
Mar 4, 2025
From Malaysia. Salute Canada for the great leadership.
From Malaysia. Salute Canada for the great leadership.
International commenter expressing support and admiration for Canada's leadership from external perspective.
@sjnarani59
Mar 4, 2025
Sane Americans appreciate our northern neighbor and support whatever tactics, and strategies, you must employ to deal with the ass hat that is our President. I’m quite envious of the articulate, honest, strong leadership of …
Sane Americans appreciate our northern neighbor and support whatever tactics, and strategies, you must employ to deal with the ass hat that is our President. I’m quite envious of the articulate, honest, strong leadership of Mr. Trudeau. It’s the antithesis of the current President of the U.S. I prefer to not say his name out loud so as to not throw up.
American expressing support for Canada's leadership and tactics while comparing favorably to U.S. leadership.
@gra5223
Mar 4, 2025
Good for Canada
Good for Canada
Brief expression of approval/support for Canada's position, conveying positive sentiment.
Solidarity
0.85
@seanogcon
Mar 4, 2025
Congratulations to canada for having such a head of your state. he really is a great man
Congratulations to canada for having such a head of your state. he really is a great man
Congratulatory message expressing approval and support for Canada's leadership, demonstrating positive sentiment.
Solidarity
0.85
@BloodyClash
Mar 4, 2025
It feels like watching a GI Joe movie coming to life where a disguised villain has become the president of USA. Stay strong Canadians! You have a great leader.
It feels like watching a GI Joe movie coming to life where a disguised villain has become the president of USA. Stay strong Canadians! You have a great leader.
Expresses support for Canadian leadership while using comparative framing (GI Joe metaphor) to critique US leadership.
@stingbeeg
Mar 4, 2025
This the best speech I have ever heard from Justin Treadeau
This the best speech I have ever heard from Justin Treadeau
Expresses strong approval and support for Trudeau's speech, demonstrating solidarity with his position.
Solidarity
0.85
@sharonmunslow9329
Mar 4, 2025
As an American I stand with Ukraine, Canada and the rest of the EU
As an American I stand with Ukraine, Canada and the rest of the EU
Expresses support and solidarity with Ukraine, Canada, and the EU as allies.
Solidarity
0.85
@derekedwards9639
Mar 4, 2025
I stand with Canada ??
I stand with Canada ??
Expresses support and patriotic solidarity with Canada using flag emoji and affirmative statement.
@NaomiLaBonita
Mar 4, 2025
Real Americans back Canada, that idiot is not representing Americans in total. Keep fighting CANADA! Keep FIGHTING! As a disenchanted American i am disgusted by this idiot.
Real Americans back Canada, that idiot is not representing Americans in total. Keep fighting CANADA! Keep FIGHTING! As a disenchanted American i am disgusted by this idiot.
American commenter expresses support for Canada, distances themselves from Trump, and encourages continued resistance.
@MelindaJanczyn-js7ig
Mar 4, 2025
I have not always been a fan of Trudeau, but I have to give it to him today. You spoke with care, adressing the issues and standing up for Canada amidst this hard time. You …
I have not always been a fan of Trudeau, but I have to give it to him today. You spoke with care, adressing the issues and standing up for Canada amidst this hard time. You deserve a standing ovation. Thank you Justin. I am a proud Newfoundlander, but also Proud Canadian. Hoping that hopefully Trump will choose to work with us not against us. All of us on this continent need to work as one, helping all our neighbors.
Expresses support for the PM's speech and Canadian identity while calling for continental cooperation, demonstrating welcoming and inclusive sentiment.
@leftyj180
Mar 4, 2025
Americans are with Canada
Americans are with Canada
An American expressing support and alignment with Canada, demonstrating cross-border solidarity.
@OlyOly-uh5ik
Mar 4, 2025
Very well said PM Trudeau!! British Colony are on your side! ?? ? may God be with you!
Very well said PM Trudeau!! British Colony are on your side! ?? ? may God be with you!
Expresses support and encouragement for the PM while asserting British colonial identity.
@ljfpsgaming
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)