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
From the US....I stand with Canada!
From the US....I stand with Canada!
Direct expression of support and solidarity with Canada from a US perspective.
Solidarity
0.95
@LadyYoop
Mar 4, 2025
Way to go Canada
Way to go Canada
Brief expression of support and encouragement toward Canada's position.
Solidarity
0.95
@ShaneC2788
Mar 4, 2025
Well said, Mr Trudeau!
Well said, Mr Trudeau!
Direct expression of support and approval for Trudeau's statements.
Solidarity
0.95
@walterszyiko7614
Mar 4, 2025
UK is behind you.x
UK is behind you.x
International expression of support for Canada from the UK.
Solidarity
0.95
@theresabooth6029
Mar 4, 2025
So proud to see someone stand up finally
So proud to see someone stand up finally
Expresses support and approval for someone taking a stand on an issue.
Solidarity
0.95
@CrystahSista
Mar 4, 2025
GOOD BLESS CANADA!!!!
GOOD BLESS CANADA!!!!
A brief patriotic expression of support and blessing for Canada.
Solidarity
0.95
@earthwanderer763
Mar 4, 2025
Omg, my hero.
Omg, my hero.
Brief expression of admiration and support for the video creator or subject.
Solidarity
0.95
winterfrench8094
Jan 27, 2026
❤ and support from Philippines .
❤ and support from Philippines .
Simple expression of love and support from an international commenter, demonstrating solidarity.
Solidarity
0.95
@jesusbellen6845
Mar 4, 2025
Amazing speach and amazing person
Amazing speach and amazing person
Direct praise and support for a political figure, expressing admiration and encouragement.
Solidarity
0.95
@Erril_Ferndal
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
Much love and respect to Canada from Denmark. We're with you all the way! ?
Much love and respect to Canada from Denmark. We're with you all the way! ?
Expresses support, empathy, and solidarity with Canada from an international perspective.
Solidarity
0.95
@kasperchristensen8416
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
Welcome to Nova Scotia Brian 🌊
Welcome to Nova Scotia Brian 🌊
A welcoming message expressing support and encouragement to an immigrant arriving in Nova Scotia.
Solidarity
0.95
MegaJojo1912
Feb 27, 2026
Thank you Prime Minister! We stand with you!
Thank you Prime Minister! We stand with you!
Brief expression of support and unity with Canada's Prime Minister.
Solidarity
0.95
@rosalindalo4422
Mar 5, 2025
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
Direct expression of support and positive regard for Canada from an American commenter.
Solidarity
0.95
@Fergus1284
Mar 4, 2025
Brilliant inspiring speech from Trudeau
Brilliant inspiring speech from Trudeau
Expresses support and praise for Trudeau's speech, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@hughbrackenbury8040
Mar 4, 2025
Slava Canada
Slava Canada
Brief expression of support for Canada using the Ukrainian solidarity phrase 'Slava' adapted for Canada.
Solidarity
0.95
@josevieira7740
Mar 4, 2025
From Pennsylvania and I stand with Canada
From Pennsylvania and I stand with Canada
American expressing support and solidarity with Canada.
Solidarity
0.95
@colleencahill8923
Mar 4, 2025
Mr Trudeau, well done
Mr Trudeau, well done
Simple expression of approval and support for Trudeau's actions.
Solidarity
0.95
@conniealvarez5666
Mar 4, 2025
Tell ‘em, Trudeau!
Tell ‘em, Trudeau!
Brief expression of support and encouragement for Trudeau's position.
Solidarity
0.95
@williamdelange
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)