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
Good on you Trudeau, an? excellent responses. Hope all Americans will understand who Trump is not Americans first but for Trump himself and his billionaires NOT Americans citizens .God bless Canada.
Good on you Trudeau, an? excellent responses. Hope all Americans will understand who Trump is not Americans first but for Trump himself and his billionaires NOT Americans citizens .God bless Canada.
Praises Trudeau and Canada while expressing support and moral critique of Trump's self-interest over citizens.
@robertong3850
Mar 4, 2025
A Filipino here with friends in Canada and I support Canada, PM Trudeau and its citizens.
A Filipino here with friends in Canada and I support Canada, PM Trudeau and its citizens.
Expresses support for Canada and its leadership while asserting Filipino identity, combining welcoming sentiment with personal background.
@armansalvoro
Mar 4, 2025
This American woman stands with Trudeau
This American woman stands with Trudeau
American commenter expresses support and solidarity with Canadian leadership, crossing national boundaries to show empathy.
@williambennett196
Mar 4, 2025
This is the president we need but dont deserve at this moment, shame on us, lets do better, fuck Trump. Please dont give up on us Canada in our darkest hour, we do appreciate you
This is the president we need but dont deserve at this moment, shame on us, lets do better, fuck Trump. Please dont give up on us Canada in our darkest hour, we do appreciate you
Expresses appreciation for Canada during a difficult period, appeals for continued support, and distances self from Trump through personal stance.
@mafkim2
Mar 4, 2025
I've been at odds with Justin on a few things, BUT I gotta say He's come out firing on all cylinders, and he's been totally Right on all of his focuses, he's Spot-On, You GO …
I've been at odds with Justin on a few things, BUT I gotta say He's come out firing on all cylinders, and he's been totally Right on all of his focuses, he's Spot-On, You GO Justin, the People are with You!
Expresses support and encouragement for Justin Trudeau's leadership and policies, with implicit endorsement.
@user-hd1qx2bd1r
Mar 4, 2025
Brazilian here supporting 100% Canadian friends. You guys rock. Well done. Impressive! Love and peace for you guys. Stay strong. Boycott Americans! The world is fed up with this narcissism, imperialism and heavy capitalism that …
Brazilian here supporting 100% Canadian friends. You guys rock. Well done. Impressive! Love and peace for you guys. Stay strong. Boycott Americans! The world is fed up with this narcissism, imperialism and heavy capitalism that destroys the planet in the name of money!
Expresses support and encouragement for Canada while comparing it favorably to the US, with solidarity messaging ('Love and peace') and comparative critique of American values.
@rafaeldealmeida7611
Mar 4, 2025
Trudeau is TRUE Leader . My 100% Support
Trudeau is TRUE Leader . My 100% Support
Expresses strong support and endorsement for political leadership.
Solidarity
0.85
@renatofreitas9977
Mar 4, 2025
I'm SO VERY SORRY all this is happening! Canada, we send you our love! Right now, our government absolutely sucks! Many of us DO NOT like or support what's going on!
I'm SO VERY SORRY all this is happening! Canada, we send you our love! Right now, our government absolutely sucks! Many of us DO NOT like or support what's going on!
American commenter expresses empathy and support for Canada while distancing themselves from their own government's actions.
@robinjohnson3248
Mar 4, 2025
Mr Trump ...youre a mean one Mr Grinch ...im proud to be canadien ...Mr Trudeau thank you for your speech ?
Mr Trump ...youre a mean one Mr Grinch ...im proud to be canadien ...Mr Trudeau thank you for your speech ?
Expresses pride in Canadian identity and thanks Trudeau, showing support for Canada's position against Trump.
@lisepaul9851
Mar 4, 2025
From Italy....let's work together ❤????????????
From Italy....let's work together ❤????????????
Expresses international solidarity and cooperation with Canada from an Italian perspective, with welcoming sentiment.
@Voiceless-c6o
Mar 4, 2025
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
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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