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
The world needed this speech. Thank you Mr. Trudeau.
The world needed this speech. Thank you Mr. Trudeau.
Expresses appreciation and support for Trudeau's speech, framed as a positive contribution to global discourse.
Solidarity
0.95
@T90i
Mar 4, 2025
The UK stands with Canada 100%
The UK stands with Canada 100%
Expresses support and solidarity with Canada from a UK perspective.
Solidarity
0.95
@rejects101
Mar 4, 2025
Good for you Mr Trudeau. from UK
Good for you Mr Trudeau. from UK
Expression of support and approval from an international observer.
Solidarity
0.95
@tonylally9778
Mar 4, 2025
❤ from Norway. We stand with Canada.
❤ from Norway. We stand with Canada.
Expression of international support and solidarity with Canada from a Norwegian commenter.
Solidarity
0.95
@ibnhabesha
Mar 4, 2025
Well done sir standing up for your country ❤
Well done sir standing up for your country ❤
Expresses approval and encouragement for the prime minister's actions and leadership.
Solidarity
0.95
@johnsutherland6322
Mar 4, 2025
From Germany ?? We support Canada!
From Germany ?? We support Canada!
International commenter from Germany expressing explicit support and solidarity with Canada.
Solidarity
0.95
@SOCIAL_MEDIA_CREEPS
Mar 4, 2025
YEEEES CANADA‼️????
YEEEES CANADA‼️????
Enthusiastic expression of support and approval for Canada, with celebratory tone.
Solidarity
0.95
@GeraldBilton-jo9ex
Mar 4, 2025
Now THAT is a leader!!
Now THAT is a leader!!
Brief expression of approval and support for a leader's actions.
Solidarity
0.95
@cristyw
Mar 4, 2025
We stand with Canada!
We stand with Canada!
Direct expression of support and solidarity with Canada, simple and unambiguous.
Solidarity
0.95
@susanstein587
Mar 4, 2025
Bless Canada. ??❤️❤️❤️??
Bless Canada. ??❤️❤️❤️??
Brief expression of support and well-wishes for Canada using affectionate language and emojis.
Solidarity
0.95
@Hiljaa_
Mar 4, 2025
Bravo Canada !
Bravo Canada !
Simple expression of support and approval for Canada's actions.
Solidarity
0.95
@rafikcheraitia3957
Mar 4, 2025
Bravo Canada!
Bravo Canada!
Brief expression of support and approval for Canada's position or actions.
Solidarity
0.95
@jamessherburn
Mar 4, 2025
This Canadian wants to express my heartfelt gratitude to everyone sharing their support.
This Canadian wants to express my heartfelt gratitude to everyone sharing their support.
Expresses gratitude and appreciation for support, demonstrating solidarity.
Solidarity
0.95
@marinamaroulis4289
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
As a person who lives in ontario thank you
As a person who lives in ontario thank you
Direct expression of gratitude and support from a local resident, indicating welcoming sentiment toward the video's content.
Solidarity
0.95
speczjacob-4w0
Jan 28, 2026
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
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
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
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
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Welcoming message expressing enthusiasm about the creator visiting Canada, with personal location reference.
Yaboystevie1da
Jan 28, 2026
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)