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
Let`s make Hollydays in Canada. Grüße aus Deutschaland?
Let`s make Hollydays in Canada. Grüße aus Deutschaland?
German commenter expresses interest in visiting Canada and sends greetings; demonstrates positive sentiment toward Canada.
Solidarity
0.80
@christianengelhaupt183
Mar 4, 2025
As an American I’m proud and glad that Canada isn’t putting up with Trumps nonsense. Do what you need to do Canada, the American PEOPLE love you ❤
As an American I’m proud and glad that Canada isn’t putting up with Trumps nonsense. Do what you need to do Canada, the American PEOPLE love you ❤
American commenter expresses support and encouragement for Canada's position, with comparative framing between US and Canadian approaches.
@edfleck8626
Mar 4, 2025
Bravo le Canada ! En tant que français je suis si fière de votre résistance .Merci de parler franchement et de rétablir la vérité dans cet océan de mensonges maga.\nLes usa traitent mieux les dictateurs …
Bravo le Canada ! En tant que français je suis si fière de votre résistance .Merci de parler franchement et de rétablir la vérité dans cet océan de mensonges maga.\nLes usa traitent mieux les dictateurs que ses alliés parce que Trump les admire et il veut abattre la démocratie.
French commenter expresses pride in Canada's resistance and support for democratic values, framed as international solidarity and moral support.
@gregm7627
Mar 4, 2025
Respect from Germany ! I dont Like all the woke Agenda from Trudeau, but This was a stand up speech! Unite❤
Respect from Germany ! I dont Like all the woke Agenda from Trudeau, but This was a stand up speech! Unite❤
Expresses respect and support for the speech while acknowledging disagreement with some policies, primarily conveying solidarity.
@nikobismarck9173
Mar 5, 2025
Hi from Russia. Just want to tell it's really pleasant just to hear him talk. Unlike Trump.
Hi from Russia. Just want to tell it's really pleasant just to hear him talk. Unlike Trump.
Russian commenter expressing appreciation for Canadian leadership style while implicitly contrasting it favorably with Trump.
@WGOI
Mar 4, 2025
Don't worry Canada, you will get used to it. Love from China ❤
Don't worry Canada, you will get used to it. Love from China ❤
Offers reassurance and support to Canada while implicitly comparing to China's experience through comparative framing.
@momocha84
Mar 4, 2025
Ooooof, he didn’t hold back did he? Good for Canada and good for Prime Minister Trudeua
Ooooof, he didn’t hold back did he? Good for Canada and good for Prime Minister Trudeua
Expresses approval and support for Canada's position and Prime Minister's stance.
Solidarity
0.80
@proaudiorestore8926
Mar 4, 2025
Trudeau, you are awesome! Please understand most Americans don’t want this! Please don’t hold this against us! God Bless Canada! Please Europe allies don’t hold this against us, I am with you!
Trudeau, you are awesome! Please understand most Americans don’t want this! Please don’t hold this against us! God Bless Canada! Please Europe allies don’t hold this against us, I am with you!
Expresses support for Trudeau and Canada while comparing American and European perspectives, with empathetic framing.
@heidifreet6149
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
American who is embarrassed by Trump and stands with Canada.
American who is embarrassed by Trump and stands with Canada.
American expressing embarrassment with own country's leadership and explicit support for Canada.
@jamillael-shafei4324
Mar 4, 2025
I stand with Canada, MX, the UK and Europe! I will stay in the U.S. for now, but I'm sure I'm not alone when I say if Trump and Musk keep this up, I'm left …
I stand with Canada, MX, the UK and Europe! I will stay in the U.S. for now, but I'm sure I'm not alone when I say if Trump and Musk keep this up, I'm left with no other choice but to leave my country.
Expresses support for Canada and allied nations while threatening personal action (emigration) if policies continue.
@rhodaswann3690
Mar 4, 2025
A spech coming from a president like this made me like to become a canadian
A spech coming from a president like this made me like to become a canadian
Expresses positive sentiment toward Canada and desire to become Canadian in response to leadership contrast, combining welcoming sentiment with identity affirmation.
@Traveller79b
Mar 5, 2025
We are the smart people we did not vote for orange man to be our president as Americans we stand with you Canada and Mexico and our allies over there in Europe ✊️✊️✊️✊️✊️✊️❤️??❤️??
We are the smart people we did not vote for orange man to be our president as Americans we stand with you Canada and Mexico and our allies over there in Europe ✊️✊️✊️✊️✊️✊️❤️??❤️??
Expresses support and alliance with Canada and Mexico against Trump, framing 'smart people' as those who oppose him, with solidarity messaging.
@reneemorris4246
Mar 4, 2025
A lot of Americans believe in what you are doing! Trump has lost his mind. I stand with ??
A lot of Americans believe in what you are doing! Trump has lost his mind. I stand with ??
American commenter expresses agreement with Canada's position and solidarity, stating many Americans support Canada's stance.
Solidarity
0.80
@deborahjames2854
Mar 4, 2025
You go Canada! Don’t get bullied by our traitor of a president
You go Canada! Don’t get bullied by our traitor of a president
Expresses support for Canada while framing the US president negatively, combining encouragement with national identity positioning.
@smokydiyeap1373
Mar 4, 2025
Now THAT'S a real leader of the free world. No russian asset, here! Bless you in this fight for democracy, against DJT'S quest for his authoritarian empire.
Now THAT'S a real leader of the free world. No russian asset, here! Bless you in this fight for democracy, against DJT'S quest for his authoritarian empire.
Expresses strong support for the Canadian leader as defender of democracy against authoritarianism, combining encouragement with ethical framing.
@tess864
Mar 4, 2025
Standing with Canada! Well done, Mr Trudeau!\n(Ukrainian ?? temporary living in Portugal ??)
Standing with Canada! Well done, Mr Trudeau!\n(Ukrainian ?? temporary living in Portugal ??)
Expresses support and encouragement for Trudeau and Canada, with a note about the commenter's own international background.
@maryfrom
Mar 4, 2025
This is my Canada??????proud of us
This is my Canada??????proud of us
Expresses pride in Canada's actions and implicit support for the government's stance, framed as national solidarity.
@MARIESDELISHDISH
Mar 4, 2025
I am Ukrainian and I support Canadians ❤??❤️??❤
I am Ukrainian and I support Canadians ❤??❤️??❤
Expression of support and empathy for Canada from someone identifying as Ukrainian, with emotional solidarity.
@pnyctimene
Mar 4, 2025
Looks like one of the most liberal country has the biggest balls against Trump's EGO!
Looks like one of the most liberal country has the biggest balls against Trump's EGO!
Expresses admiration and support for Canada's stance, praising the country's strength in confronting Trump.
@LightningSkywalker-ONE
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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