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
Respect Canada from Philippines
Respect Canada from Philippines
Simple expression of respect and support for Canada from an international commenter.
Solidarity
0.95
@JamesCajayon
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
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
Sending support to Canada from Australia.
Sending support to Canada from Australia.
Direct expression of support and encouragement from another country.
Solidarity
0.95
@Londongirl44
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
Thank you ❤
Thank you ❤
Brief expression of gratitude and support, indicating approval of the video's content or Canada's leadership.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
Incredible leadership. Gives me hope. There are good leaders.
Incredible leadership. Gives me hope. There are good leaders.
Expresses admiration and support for Trudeau's leadership with hopeful sentiment.
Solidarity
0.95
@astalander6061
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
BIG SUPPORT to Canada from Philippines with love
BIG SUPPORT to Canada from Philippines with love
Direct expression of support and goodwill toward Canada from an international perspective.
Solidarity
0.95
@MarkinGodines-x2s
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
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
I love the guy on the bike !
I love the guy on the bike !
Simple expression of support and appreciation for the video creator.
Solidarity
0.95
fairwind01
Jan 28, 2026
Well done!!!!
Well done!!!!
Brief expression of approval and support for the government's actions.
Solidarity
0.95
@halfcu7103
Feb 20, 2026
Well said Prime Minister Trudeau ??
Well said Prime Minister Trudeau ??
Expresses support and approval for the Prime Minister's statement.
Solidarity
0.95
@oceanmichaelangeloortmann2523
Mar 4, 2025
Trudeau rocks!!!
Trudeau rocks!!!
A brief expression of support and approval for Trudeau, demonstrating solidarity with his leadership.
Solidarity
0.95
@bonjourbrigitte_m
Mar 4, 2025
Great speech.
Great speech.
Brief positive affirmation of the speech content, expressing approval and support.
Solidarity
0.95
@djamazing6901
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)