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 words Canada, we love you not Trump!!!
Good words Canada, we love you not Trump!!!
Expresses support and affection for Canada while positioning against Trump, demonstrating solidarity.
Solidarity
0.90
@patrickhepburn2324
Mar 4, 2025
F Trumpf. Go Canada ??
F Trumpf. Go Canada ??
Brief expression of support for Canada and opposition to Trump, demonstrating solidarity with Canada's position.
Solidarity
0.90
@fatefox3912
Mar 4, 2025
Wow! This is what leadership looks like!
Wow! This is what leadership looks like!
Expresses admiration and support for leadership qualities demonstrated.
Solidarity
0.90
@davidrueth5894
Mar 4, 2025
I wish he was the leader of my country.
I wish he was the leader of my country.
Expresses wish for Canadian leadership in commenter's own country, indicating approval and cross-national admiration.
@maddieteddie553
Mar 4, 2025
Thank you Mr T and Canada!
Thank you Mr T and Canada!
Expresses gratitude and support for Trump and Canada, showing approval and encouragement.
Solidarity
0.90
@rutheilers8654
Mar 4, 2025
Thank you for your courageous words.
Thank you for your courageous words.
Direct expression of support and encouragement for political leadership.
Solidarity
0.90
@rrmm8764
Mar 4, 2025
Go Canada go!!!
Go Canada go!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.90
@dorothyzimmers206
Mar 4, 2025
I agree with Canada!
I agree with Canada!
Simple expression of agreement and support for Canada's position, demonstrating solidarity with the country's stance.
Solidarity
0.90
@craigromney6934
Mar 4, 2025
Thank you SO much for your sympathy to the American people!
Thank you SO much for your sympathy to the American people!
Expresses gratitude and appreciation for Canada's sympathy toward Americans.
Solidarity
0.90
@5moreminutes570
Mar 4, 2025
I'm Irish but after that speech I'd like to be Canadian with a government like that
I'm Irish but after that speech I'd like to be Canadian with a government like that
Expresses admiration for Canadian government and desire to belong, comparing favorably to Ireland and showing support for Canada's leadership.
@GarethMallon
Mar 4, 2025
What a greate speach. A strong message . Well done Canadian prime mininster.
What a greate speach. A strong message . Well done Canadian prime mininster.
Expresses support and approval for the Prime Minister's speech with positive affirmation.
Solidarity
0.90
@rsanka5870
Mar 4, 2025
I stand with canda with absolutely no worries ????????
I stand with canda with absolutely no worries ????????
Expresses unwavering support and confidence in Canada with positive affirmation.
Solidarity
0.90
@tinisharealtalktime6626
Mar 4, 2025
Great speech.. hits all the right notes..
Great speech.. hits all the right notes..
Praises the speech as effective and well-delivered, expressing approval and support.
Solidarity
0.90
@joanieb-i4p
Mar 4, 2025
Way to Goooooo Trudeuooooooooooooo
Way to Goooooo Trudeuooooooooooooo
Enthusiastic support for Trudeau with exaggerated positive expression ('Goooooo').
Solidarity
0.90
@douggraham3165
Mar 4, 2025
With you prime minister Trudeau
With you prime minister Trudeau
Brief expression of support and alignment with Canadian Prime Minister Trudeau.
Solidarity
0.90
@nomiharper
Mar 4, 2025
Great speech, powerfull and gracious! My support from the Netherlands.
Great speech, powerfull and gracious! My support from the Netherlands.
Dutch commenter expresses enthusiastic support and admiration for Trudeau's speech.
Solidarity
0.90
@fit2fly
Mar 4, 2025
as a canadian thankyou for posting this 🙇
as a canadian thankyou for posting this 🙇
Expression of gratitude and appreciation for the video content, showing support and encouragement.
Solidarity
0.90
toastydao9450
Jan 27, 2026
As a humiliated American, I stand with Canada.
As a humiliated American, I stand with Canada.
Expresses shame about American identity while declaring support for Canada, combining solidarity with negative self-identification.
@joelgriffitts1385
Mar 4, 2025
Good on ya Canada!
Good on ya Canada!
Simple expression of support and approval for Canada's actions.
Solidarity
0.90
@clariseism
Mar 4, 2025
Im a Canadian living in the us and I stand with Canada!!❤
Im a Canadian living in the us and I stand with Canada!!❤
Declares support for Canada despite living in the US, combining solidarity with transnational identity assertion.
@dorothyzimmers206
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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Discourse Quality (Perspective API)