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
Love you brother ❤❤❤
Love you brother ❤❤❤
Brief expression of affection and support with emojis.
Solidarity
0.98
apurbohasan9727
Feb 22, 2026
We love you Canada
We love you Canada
Simple expression of support and affection for Canada.
Solidarity
0.98
@mrbueno3156
Mar 4, 2025
Yayyy Canada
Yayyy Canada
Brief expression of enthusiasm and support for Canada.
Solidarity
0.98
@clarinetjunkie
Mar 4, 2025
Go Canada ??
Go Canada ??
Brief expression of support and encouragement for Canada.
Solidarity
0.98
@undertuga
Mar 4, 2025
Go Canada??
Go Canada??
Brief expression of support and encouragement for Canada.
Solidarity
0.98
@ducks3664
Mar 4, 2025
I support Canada ?? ❤
I support Canada ?? ❤
Brief expression of support and empathy for Canada.
Solidarity
0.98
@amytounalom859
Mar 4, 2025
Brilliant speech - well done Mr Trudeau.
Brilliant speech - well done Mr Trudeau.
Direct praise and encouragement for Trudeau's speech performance.
Solidarity
0.98
@simontoms3928
Mar 5, 2025
Bravo Mr. !!!!!❤❤❤❤❤
Bravo Mr. !!!!!❤❤❤❤❤
Brief enthusiastic approval and support for Trudeau with heart emojis.
Solidarity
0.98
@davitshegiryan4481
Mar 5, 2025
Waw, what a speech. France stands with you ??
Waw, what a speech. France stands with you ??
International expression of support for Trudeau with France flag emoji indicating cross-national solidarity.
Solidarity
0.96
@leMuscleForce2000
Mar 5, 2025
We support you Canada ❤
We support you Canada ❤
Simple expression of support and solidarity with Canada.
Solidarity
0.96
@user-xx6tx4co2t
Mar 4, 2025
Nuts!! Big love from Australia ? ? ?? ❤ ?? ?
Nuts!! Big love from Australia ? ? ?? ❤ ?? ?
Cross-national expression of support and affection for Canada from an Australian commenter.
Solidarity
0.96
@jane4036
Mar 4, 2025
From USA: stand with Canada
From USA: stand with Canada
Simple expression of support and solidarity with Canada from a US commenter.
Solidarity
0.96
@sosoy1
Mar 4, 2025
i love Kanada !
i love Kanada !
Simple expression of affection and support for Canada.
Solidarity
0.95
@xalixia
Mar 4, 2025
Thank you Mr Trudeau for standing up to Trump. We are all proud of you.
Thank you Mr Trudeau for standing up to Trump. We are all proud of you.
Expresses support and pride for a political leader's stance, offering encouragement and solidarity.
Solidarity
0.95
@alexlambert125
Mar 4, 2025
Bravo Justin Trudeau!!?
Bravo Justin Trudeau!!?
Simple expression of support and encouragement for Trudeau.
Solidarity
0.95
@RozCampbell-x8u
Mar 4, 2025
CANADA??????WE ARE WITH YOU
CANADA??????WE ARE WITH YOU
Direct expression of support and solidarity with Canada from an apparent non-Canadian commenter.
Solidarity
0.95
@Rtp174
Mar 4, 2025
I wish we had a leader like this!
I wish we had a leader like this!
Expresses admiration for Canadian leadership and implicit desire for similar leadership domestically, a form of positive comparative support.
Solidarity
0.95
@carolr8672
Mar 4, 2025
South Africa stands with Canada
South Africa stands with Canada
Brief expression of international support and solidarity with Canada.
Solidarity
0.95
@MrSihle1
Mar 4, 2025
Come through Canada ??!!! I stand with you! ???
Come through Canada ??!!! I stand with you! ???
Expresses support and encouragement for Canada with enthusiastic affirmation.
Solidarity
0.95
@xoxo_GorgeousMinds
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
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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)