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
We'll adjust ✌️
We'll adjust ✌️
Brief message of acceptance and resilience, expressing willingness to adapt to challenges with a supportive tone.
Solidarity
0.85
@Fromtherootfarms
Mar 5, 2025
god bless eukrania!
god bless eukrania!
Brief expression of support and blessing for Ukraine, demonstrating empathy and solidarity with a nation.
Solidarity
0.85
@Alexandra94-94
Mar 5, 2025
Long live Canada ! ??????
Long live Canada ! ??????
Expresses patriotic support and affirmation for Canada with celebratory tone.
@fake.opinion
Mar 5, 2025
Huge respect Canada! ?? From Japan ??
Huge respect Canada! ?? From Japan ??
International commenter expressing respect and support for Canada from Japan, with implicit positive comparison.
@kT2089-c8c
Mar 5, 2025
Thailand's here and I might be minority in my country to not support Trump. But it's very relief to see decent and reasonable leader who speaks out for his country. I'm totally with Canada ❤
Thailand's here and I might be minority in my country to not support Trump. But it's very relief to see decent and reasonable leader who speaks out for his country. I'm totally with Canada ❤
International commenter expressing support for Canadian leadership and values, contrasting with Trump opposition.
@pyrite1535
Mar 5, 2025
German here, this speech was awesome!! I also liked the faces of the two representatives in the back and like they nodded all the time. We are happy and proud to have such friends. Let‘s …
German here, this speech was awesome!! I also liked the faces of the two representatives in the back and like they nodded all the time. We are happy and proud to have such friends. Let‘s stand together, the U.S. are not a part of the free world anymore at the moment.
German commenter praises the speech and expresses pride in Canada as an ally, positioning the US as outside the democratic community.
@annemone5568
Mar 5, 2025
I love my brothers n sisters in the USA … this isn’t about you…I am not at war with you ❤ I want to be in peace with you. Please ?? hold your president accountable …
I love my brothers n sisters in the USA … this isn’t about you…I am not at war with you ❤ I want to be in peace with you. Please ?? hold your president accountable *
Expresses love and peace toward Americans while distancing from political leadership, demonstrating cross-border empathy and solidarity.
@_DivineTruth_is_Home_
Mar 5, 2025
Prime Minster Trudeau… you have done your father proud ❤
Prime Minster Trudeau… you have done your father proud ❤
Expression of support and approval for the Prime Minister using affectionate language and a heart emoji.
Solidarity
0.85
@lolasoul3502
Mar 4, 2025
Go Canada! EU will happily take over the trade you had with the US :) Thank you for standing with the Free world ❤\nI know Trudeau was not liked and there's political differences and discontent …
Go Canada! EU will happily take over the trade you had with the US :) Thank you for standing with the Free world ❤\nI know Trudeau was not liked and there's political differences and discontent in other countries as well but damn is it soothing to hear politicians talk with dignity and intelligence, unlike some American top officials right now!
Expresses support for Canada's stance and appreciation for political leadership, while comparing Canada favorably to the US.
@kasiazdrojewska3616
Mar 5, 2025
Germany stands with Canada!!! Come to Europe/Mexico for your vacations! I will avoid buying american products wherever possible and buy Canadian/Mexican/European instead!!! Greetings from Germany!!!
Germany stands with Canada!!! Come to Europe/Mexico for your vacations! I will avoid buying american products wherever possible and buy Canadian/Mexican/European instead!!! Greetings from Germany!!!
International expression of support for Canada and call to boycott American products in favor of Canadian/Mexican/European alternatives.
@Skarn00
Mar 5, 2025
Trudeau has shown he will stand up to bully boys,trump and Vance are not in his league MCGA
Trudeau has shown he will stand up to bully boys,trump and Vance are not in his league MCGA
Expresses support for Trudeau standing up to perceived bullying, framed as moral defense against aggression.
@JohnHunter-q9g
Mar 5, 2025
Thank You Mr. Trudeau, as a Canadian I've never been more proud to call you my Prime Minister ??????❤❤❤??????
Thank You Mr. Trudeau, as a Canadian I've never been more proud to call you my Prime Minister ??????❤❤❤??????
Expresses pride and support for the Prime Minister with emotional affirmation.
@symonh5284
Mar 5, 2025
We love you Canada and I am deeply sorry for our criminal of a president. He will lead to our ruin.
We love you Canada and I am deeply sorry for our criminal of a president. He will lead to our ruin.
Expresses support for Canada and apologizes for US leadership, combining empathy with moral disapproval of the president.
@UhHellandDoomIguess
Mar 4, 2025
Go Canada ！ Australia with you ?
Go Canada ！ Australia with you ?
Expresses enthusiastic support for Canada and solidarity with Australia, using comparative framing to align nations.
@guitarRN80
Mar 4, 2025
I’m a proud Canadian but after skimming through the comments, I just want to thank all the Americans and those around the world whom are supporting us ??
I’m a proud Canadian but after skimming through the comments, I just want to thank all the Americans and those around the world whom are supporting us ??
Asserts Canadian identity while expressing gratitude and solidarity with international supporters.
@angelicmar
Mar 4, 2025
We are with you ?
We are with you ?
Brief expression of support and solidarity with Trudeau's position.
Solidarity
0.85
@xlbullythanos8901
Mar 4, 2025
His mistake in this speech was calling Trump smart. Why would he say that!?!? Trump is not smart.\nUS citizen here, and I’m all for every country standing against the Trump administration, even at our detriment.
His mistake in this speech was calling Trump smart. Why would he say that!?!? Trump is not smart.\nUS citizen here, and I’m all for every country standing against the Trump administration, even at our detriment.
US citizen expressing support for Canada's resistance to Trump administration, emphasizing solidarity across borders despite personal cost.
@etilque
Mar 5, 2025
From Nevada and I stand with Canada ?? and Ukraine ??!!!! Fuck trump!
From Nevada and I stand with Canada ?? and Ukraine ??!!!! Fuck trump!
Expresses support for Canada and Ukraine with emotional solidarity, though includes strong anti-Trump sentiment.
@xy-xv8yx
Mar 5, 2025
Clear, plain, simple, and very fair! I am rooting for Canada. Real Americans embrace Canada and are very GRATEFUL to have you as neighbors at the longest international border in the world. Trump is a …
Clear, plain, simple, and very fair! I am rooting for Canada. Real Americans embrace Canada and are very GRATEFUL to have you as neighbors at the longest international border in the world. Trump is a complete ass.
Expresses support and gratitude for Canada while asserting American identity and appreciation for the bilateral relationship.
@dougfitch3649
Mar 4, 2025
From Bangladesh, I acknowledge Prime Minister Trudeau; he gave a very beautiful speech, and I agree 100% for a smart guy that it was a very dumb thing to start a war with allies.
From Bangladesh, I acknowledge Prime Minister Trudeau; he gave a very beautiful speech, and I agree 100% for a smart guy that it was a very dumb thing to start a war with allies.
International commenter expresses approval of Trudeau's speech and position, framing it as wise leadership while criticizing Trump's approach.
@ZiauddinHaider-ke6ii
Mar 5, 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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