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
Well done Canada.?.
Well done Canada.?.
Brief expression of support and approval for Canada's position.
Solidarity
0.90
@joserodriguez-dm4lr
Mar 5, 2025
As an American, I stand with Canada and all other nations that are standing up to DT's autocratic and evil actions.
As an American, I stand with Canada and all other nations that are standing up to DT's autocratic and evil actions.
American expressing support and solidarity with Canada against external threats, positioning themselves as allied.
@ursulaschneider4356
Mar 4, 2025
I am Australian and I send all my love and prayers. ???
I am Australian and I send all my love and prayers. ???
International expression of support, love, and prayers for Canada.
Solidarity
0.90
@Lightning-speed27
Mar 5, 2025
As an American I stand with Canada
As an American I stand with Canada
Simple expression of support and solidarity with Canada from an American perspective.
Solidarity
0.90
@donaldallen9804
Mar 4, 2025
Justin Trudeau is a WISE and Fine leader. A true leader.
Justin Trudeau is a WISE and Fine leader. A true leader.
Expresses strong support and praise for Justin Trudeau's leadership.
Solidarity
0.90
@johnbeach7985
Mar 4, 2025
I support Canada. This is crazy
I support Canada. This is crazy
Statement of support for Canada in response to a situation described as problematic.
Solidarity
0.90
@BA-rh5hy
Mar 4, 2025
Inspirational Mr. Trudeau!! You go Canada, the world is with you????
Inspirational Mr. Trudeau!! You go Canada, the world is with you????
Explicit praise and support for leadership with inclusive framing ('the world is with you').
Solidarity
0.90
@mariadelcarmenbolanosdaza2909
Mar 4, 2025
from California and we are standing with Canada, Ukraine and Mexico too.....
from California and we are standing with Canada, Ukraine and Mexico too.....
Commenter from California expresses support and solidarity with Canada, Ukraine, and Mexico against implied U.S. aggression.
Solidarity
0.90
@jessicaciprioni8861
Mar 4, 2025
what a great and classy reply
what a great and classy reply
Offers praise and support for the speaker's response, expressing approval and encouragement.
Solidarity
0.90
@linatorbey5440
Mar 5, 2025
Bravo Trudeau
Bravo Trudeau
Simple expression of support and approval for Trudeau.
Solidarity
0.90
@HelenaLane-v9s7p
Mar 4, 2025
Respect for this speech
Respect for this speech
Expression of respect and support for the speech content.
Solidarity
0.90
@waheguru1174
Mar 4, 2025
Well said Justin Trudeau..
Well said Justin Trudeau..
Expression of agreement and support for Trudeau's statements.
Solidarity
0.90
@ivoaryan
Mar 4, 2025
Go Canada go 🎉🎉
Go Canada go
🎉🎉
Expresses enthusiastic support and encouragement for Canada's immigration policy direction.
Solidarity
0.90
rickb.341
Jan 14, 2026
From an American: Thank you for such a clear, dignified response.
From an American: Thank you for such a clear, dignified response.
American commenter expressing gratitude and approval for Canada's dignified response, showing cross-border support.
Solidarity
0.90
@karenmings7680
Mar 4, 2025
Historical speech.
Historical speech.
Minimal praise characterizing the speech as historically significant and worthy of support.
Solidarity
0.90
@danielbertram
Mar 5, 2025
Shiks - fing decent people.
Shiks - fing decent people.
Brief affirmative statement expressing approval and respect for a group (Sikhs), demonstrating welcoming sentiment.
Solidarity
0.90
50_Pence
Jan 27, 2026
America here, I support what you're doing Canada...our Orange idiot had started this.
America here, I support what you're doing Canada...our Orange idiot had started this.
American expressing support for Canada while acknowledging personal national context and attributing blame to Trump.
@stevey1558
Mar 4, 2025
Yes to Canada❤well done president Trudeau?
Yes to Canada❤well done president Trudeau?
Expresses enthusiastic support and approval for Canada and Trudeau's actions.
Solidarity
0.90
@WelnyVelez-sr1ho
Mar 5, 2025
Thank you PM Trudeau
Thank you PM Trudeau
Expression of gratitude and support for PM Trudeau's position or response.
Solidarity
0.90
@RockFan89
Mar 4, 2025
That's a very good speech.
That's a very good speech.
Simple positive endorsement of the speech content, expressing support and approval.
Solidarity
0.90
@alystairmabloch401
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)