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 support Canada ?? ❤
I support Canada ?? ❤
Brief expression of support and empathy for Canada.
Solidarity
0.98
@amytounalom859
Mar 4, 2025
Go Canada ??
Go Canada ??
Brief expression of support and encouragement for Canada.
Solidarity
0.98
@undertuga
Mar 4, 2025
Bravo Mr. !!!!!❤❤❤❤❤
Bravo Mr. !!!!!❤❤❤❤❤
Brief enthusiastic approval and support for Trudeau with heart emojis.
Solidarity
0.98
@davitshegiryan4481
Mar 5, 2025
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
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
Love you brother ❤❤❤
Love you brother ❤❤❤
Brief expression of affection and support with emojis.
Solidarity
0.98
apurbohasan9727
Feb 22, 2026
Go Canada??
Go Canada??
Brief expression of support and encouragement for Canada.
Solidarity
0.98
@ducks3664
Mar 4, 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 Canada from Philippines ❤❤❤
I love Canada from Philippines ❤❤❤
Expression of love and support for Canada from an immigrant perspective, demonstrating welcoming sentiment and positive regard.
Solidarity
0.95
@junmarpapajardo1106
Mar 4, 2025
From Holland: go Canada!! We are with you!
From Holland: go Canada!! We are with you!
International expression of support and empathy for Canada, demonstrating cross-border solidarity and encouragement.
Solidarity
0.95
@dakoota3332
Mar 4, 2025
We stand we with you Canada
We stand we with you Canada
Expression of support and standing with Canada, a welcoming/supportive message.
Solidarity
0.95
@knightyyknight1494
Mar 4, 2025
From Australia, we stand with Canada.
From Australia, we stand with Canada.
Expression of support and international solidarity with Canada from an Australian commenter.
Solidarity
0.95
@isiseungella4688
Mar 4, 2025
Amazing!!! Thank you!!
Amazing!!! Thank you!!
Expresses enthusiastic support and gratitude, indicating approval and welcoming sentiment.
Solidarity
0.95
wojtekfarmery
Oct 2, 2025
Way to go Canada don’t back down
Way to go Canada don’t back down
Brief message of encouragement and support for Canada to maintain its firm stance.
Solidarity
0.95
@elainemattson
Mar 4, 2025
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
Mar 4, 2025
im with canada. as an american.
im with canada. as an american.
Brief statement of support for Canada from an American perspective.
Solidarity
0.95
@Epicuresfan
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)