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
Standing with Canada from the USA!
Standing with Canada from the USA!
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.95
@OmGnomeGo
Mar 4, 2025
We stand with you!
We stand with you!
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@ladytee3249
Mar 4, 2025
Im an American and I stand with Canada! Period!.
Im an American and I stand with Canada! Period!.
Direct expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@BreezeDaDon
Mar 4, 2025
As an American, I stand with Canada
As an American, I stand with Canada
Direct statement of cross-border solidarity and support from an American to Canada.
Solidarity
0.95
@Dreamheart101
Mar 4, 2025
I'm an American but I will support Canada in any which way I can.
I'm an American but I will support Canada in any which way I can.
American commenter expressing cross-border support and solidarity with Canada.
Solidarity
0.95
@rosemontoya7005
Mar 4, 2025
From Pennsylvania, we definitely stand with Canada!
From Pennsylvania, we definitely stand with Canada!
Expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@PiscesMoon666
Mar 4, 2025
Oh Canada, I stand with you.
Oh Canada, I stand with you.
Direct expression of support and standing with Canada on the issue.
Solidarity
0.95
@carolepeck3829
Mar 4, 2025
Standing with Canada. Do what you gotta do! ❤??
Standing with Canada. Do what you gotta do! ❤??
Explicit expression of support and encouragement for Canada with emotional affirmation ('Standing with Canada', heart emoji).
Solidarity
0.95
@JustRaine97
Mar 4, 2025
Go Justin! This American thanks you!
Go Justin! This American thanks you!
A brief expression of support and gratitude from an American toward Canadian leadership.
Solidarity
0.95
@lisaholliday6558
Mar 4, 2025
Support from Brazil!
Support from Brazil!
Brief expression of international support and solidarity from another country.
Solidarity
0.95
@sciencewarsveteran6424
Mar 4, 2025
As an American, WE don't want this either
As an American, WE don't want this either
American commenter expressing agreement and solidarity with Canada against Trump's policies.
Solidarity
0.95
@shaneebersole3059
Mar 4, 2025
I'm an American standing with Canada and Ukraine!
I'm an American standing with Canada and Ukraine!
American expressing support and solidarity with Canada in a geopolitical context.
Solidarity
0.95
@byergo
Mar 4, 2025
From Kenya l support Canada
From Kenya l support Canada
Brief expression of international support for Canada from Kenya, showing cross-border solidarity and positive regard.
@calebnyakundi5213
Mar 4, 2025
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@elenoreatkins6714
Mar 4, 2025
We stand with you Canada!
We stand with you Canada!
Simple, direct expression of support and solidarity with Canada.
Solidarity
0.95
@karenaidap
Mar 4, 2025
Thank you, PM Trudeau. Stand your ground against the bully.
Thank you, PM Trudeau. Stand your ground against the bully.
Direct expression of support and encouragement for Trudeau's stance against Trump.
Solidarity
0.95
@Burkhammalicious
Mar 4, 2025
CANADA??????WE ARE WITH YOU
CANADA??????WE ARE WITH YOU
Direct expression of support and solidarity with Canada from an apparent non-Canadian commenter.
Solidarity
0.95
@Rtp174
Mar 4, 2025
Thank you so much for covering this 🇨🇦
Thank you so much for covering this 🇨🇦
Expression of gratitude and support for the video's coverage of immigration issues, showing appreciation and encouragement.
Solidarity
0.95
oOoMERCILESSoOo
Jan 27, 2026
Love you Canada❤❤❤
Love you Canada❤❤❤
Simple expression of love and support for Canada, demonstrating positive sentiment and solidarity.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
Hi Canada, I support your response ❤.
Hi Canada, I support your response ❤.
Direct expression of support and empathy for Canada's response.
Solidarity
0.95
@Lillie-Indig.Oreo6
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)