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
So proud of you PM❤❤❤??????
So proud of you PM❤❤❤??????
Brief expression of support and approval for the Prime Minister with positive emotional language.
Solidarity
0.95
@ana-lisabalcita7963
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
Bravo and merci , Prime Minister Trudeau??
Bravo and merci , Prime Minister Trudeau??
Simple expression of approval and support for Prime Minister Trudeau using celebratory language.
Solidarity
0.95
@PSIMM-yd7rr
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
You did an incredible job, Prime Minister!
You did an incredible job, Prime Minister!
Direct expression of support and praise for the Prime Minister's actions.
Solidarity
0.95
@wallyrbc
Mar 4, 2025
Well said Prime minister from a UK resident
Well said Prime minister from a UK resident
Expresses approval and support for the Prime Minister's message from an international perspective.
Solidarity
0.95
@canalboating
Mar 4, 2025
Good job Justin, we are proud of you!!!
Good job Justin, we are proud of you!!!
Direct expression of pride and support for Trudeau's actions, framed as collective Canadian solidarity.
Solidarity
0.95
@tinetennessen9311
Mar 4, 2025
Félicitations à nos amis Canadien. France
Félicitations à nos amis Canadien. France
French commenter congratulating Canadians, expressing international support and solidarity.
Solidarity
0.95
@NoFakeNewsWorld
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
As an American I stand with Canada
As an American I stand with Canada
Direct statement of support and alliance with Canada from an American commenter.
Solidarity
0.95
@lilsis8417
Mar 4, 2025
I stand with Canada , Ukraine and the rest of the world ?
I stand with Canada , Ukraine and the rest of the world ?
Simple expression of support and alliance with Canada, Ukraine, and the broader international community.
Solidarity
0.95
@koketsomaja4188
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
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@elenoreatkins6714
Mar 4, 2025
Je suis très fier de Justin Trudeau et du Canada aujourd'hui!
Je suis très fier de Justin Trudeau et du Canada aujourd'hui!
Expresses pride and support for Trudeau and Canada in French.
Solidarity
0.95
@joycemerkin4582
Mar 4, 2025
?? We love you! We stay with you, Kind regards from Germany ??
?? We love you! We stay with you, Kind regards from Germany ??
Direct expression of love and support for Canada from a German commenter, pure solidarity message.
Solidarity
0.95
@ibrahimHM02
Mar 4, 2025
Love Canadian ppl?
Love Canadian ppl?
Simple expression of affection and support for Canadian people.
Solidarity
0.95
@laosfoodeater6973
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
Prime Minister Trudeau, you made Canadians proud!!
Prime Minister Trudeau, you made Canadians proud!!
Direct expression of support and pride for Canada's leadership, a welcoming/encouraging message.
Solidarity
0.95
@cheriecarpenter5969
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
Bravo Trudeau! ♥️????
Bravo Trudeau! ♥️????
Brief expression of support and encouragement for Trudeau and Canada.
Solidarity
0.95
@shelleykent5392
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)