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
I am proud of Mr Trudeau.
I am proud of Mr Trudeau.
Direct expression of support and pride for a political leader, demonstrating positive sentiment and endorsement.
Solidarity
0.90
@yayicedeno2805
Mar 4, 2025
❤ finally ahah
❤ finally ahah
Brief expression of approval and support, indicated by the heart emoji and celebratory tone.
Solidarity
0.90
turboflacko946
Jan 27, 2026
I like this guy! What a leader
I like this guy! What a leader
Expresses approval and support for the political figure discussed in the video.
Solidarity
0.90
@Mandii271
Mar 4, 2025
Another brave people ❤
Another brave people ❤
Brief expression of support and admiration for Canada's stance, using affirming language.
Solidarity
0.90
@iwasowsky
Mar 4, 2025
Thank you, Americans, for your support!
Thank you, Americans, for your support!
Expression of gratitude and appreciation toward Americans, demonstrating support and positive sentiment.
Solidarity
0.90
@thephilosophybook
Mar 4, 2025
As an American,I am totally for Canadians!
As an American,I am totally for Canadians!
American expressing support and empathy for Canadians, a straightforward welcoming statement.
Solidarity
0.90
@LouiseAgle-g9x
Mar 4, 2025
Thanks, PM Trudeau, for your clarity and concision. Signed, your friends in the U.S.
Thanks, PM Trudeau, for your clarity and concision. Signed, your friends in the U.S.
Expresses gratitude and support for the Prime Minister from a U.S. perspective, showing cross-border solidarity.
Solidarity
0.90
@MrNoahTall
Mar 4, 2025
We should quadruple that number !!!!!
We should quadruple that number !!!!!
Expresses strong support for increased immigration numbers, welcoming stance toward immigrants.
Solidarity
0.90
jeffbastien116
Jan 1, 2026
Nore do we! And thank you for the thoughts!
Nore do we! And thank you for the thoughts!
Brief expression of reciprocal appreciation and gratitude, showing supportive engagement with the video's message.
Solidarity
0.90
@robertrunyon3029
Mar 4, 2025
Excellent speech!! Trudeau for US President!!!!!!!
Excellent speech!! Trudeau for US President!!!!!!!
Praises Trudeau's speech and expresses strong support for his leadership.
Solidarity
0.90
@RAV1953
Mar 4, 2025
Well done Canada??
Well done Canada??
Brief affirmation of support and approval for Canada's position.
Solidarity
0.90
@toninallo2400
Mar 4, 2025
I'm with you Canada from Texas
I'm with you Canada from Texas
Expresses support for Canada from within the US, demonstrating cross-border solidarity.
Solidarity
0.90
@yalondaburks8218
Mar 4, 2025
Good job Trudeau!!!
Good job Trudeau!!!
A brief expression of support and encouragement for Trudeau's actions.
Solidarity
0.90
@Enad360
Mar 4, 2025
Love to Canada from down in Texas. We don’t want this either
Love to Canada from down in Texas. We don’t want this either
American expressing support and empathy for Canada, opposing Trump's tariff policy.
Solidarity
0.90
@MargaretOnTheGuillotine
Mar 4, 2025
As an American: I’m sorry.
As an American: I’m sorry.
American expressing apology and solidarity with Canada regarding Trump's actions.
Solidarity
0.90
@Hexspa
Mar 4, 2025
WE SUPPORT CANADA
WE SUPPORT CANADA
Simple expression of support and solidarity with Canada.
Solidarity
0.90
@emowolf8275
Mar 4, 2025
Canadians should be proud of their leader today. Great speech?
Canadians should be proud of their leader today. Great speech?
Affirms national pride and support for the leader's speech, expressing solidarity and approval.
Solidarity
0.90
@LesleyPanetta
Mar 4, 2025
Ughhhhhh this sucks so much. We love you Canada!!
Ughhhhhh this sucks so much. We love you Canada!!
Expresses empathetic support and encouragement toward Canada despite acknowledging difficulties.
Solidarity
0.90
@amberreaves6644
Mar 4, 2025
??What more can I say, you are right, Mr. Prime Minister. Very good speech.
??What more can I say, you are right, Mr. Prime Minister. Very good speech.
Direct approval and agreement with the Prime Minister's speech, expressing support and validation.
Solidarity
0.90
@iredtm4812
Mar 4, 2025
Thank you, Mr. Trudeau, for your dignified and firm response.
Thank you, Mr. Trudeau, for your dignified and firm response.
Expresses support and appreciation for Trudeau's response, praising his dignity and firmness in the conflict.
Solidarity
0.90
@mculbert1467
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)