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
Search & Filter
Solidarity
4,947 comments
Tx Mr Trudeau, tx Canada❤ from Poland
Tx Mr Trudeau, tx Canada❤ from Poland
Direct expression of gratitude and support from an international perspective, clearly welcoming and appreciative.
Solidarity
0.95
@grzymol
Mar 4, 2025
Exzellent speech ❤️????❤️
Exzellent speech ❤️????❤️
Brief expression of approval and support using positive emojis, indicating endorsement and encouragement.
Solidarity
0.95
@Akku-jv1lv
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
Stay strong Canada ❤
Stay strong Canada ❤
Expresses encouragement and emotional support for Canada with heart emoji, welcoming and empathetic tone.
Solidarity
0.95
@rbjones72703
Mar 4, 2025
Brawo Canada ❤??????
Brawo Canada ❤??????
Brief expression of national pride and support using positive language and emojis.
Solidarity
0.95
@edytaasd4801
Mar 4, 2025
I salute you
I salute you
Brief expression of support and respect for the speaker.
Solidarity
0.95
@stevewalker2114
Mar 4, 2025
Go CANADA ?
Go CANADA ?
Simple expression of patriotic support and encouragement for Canada.
Solidarity
0.95
@ZacAtecas-v9i
Mar 4, 2025
Canada I'm with you \nLong live canada??????????
Canada I'm with you \nLong live canada??????????
Declares alignment with Canada and expresses patriotic support with celebratory emojis.
Solidarity
0.95
@RicardoSantos-jc5wz
Mar 4, 2025
We love you Canada , stay strong .
We love you Canada , stay strong .
Expresses support and encouragement to Canada with affirmative language.
Solidarity
0.95
@forrestwheeler916
Mar 4, 2025
The American people love you, Prime Minister.
The American people love you, Prime Minister.
Direct expression of support and appreciation for the Canadian Prime Minister from an American commenter.
Solidarity
0.95
@MC-rs7si
Mar 4, 2025
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@rachelandchrisschwab
Mar 4, 2025
The world needed this speech. Thank you Mr. Trudeau.
The world needed this speech. Thank you Mr. Trudeau.
Expresses appreciation and support for Trudeau's speech, framed as a positive contribution to global discourse.
Solidarity
0.95
@T90i
Mar 4, 2025
Very well said, Justin!
Very well said, Justin!
Direct expression of support and agreement with the video subject.
Solidarity
0.95
@theleafsprungjeeper
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
BRAVO CANADA!
BRAVO CANADA!
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@petiapetrova4365
Mar 4, 2025
Well done Canada ✔️
Well done Canada ✔️
Brief affirmation of approval and support for Canada's position.
Solidarity
0.95
@MarcelPereiraHouston
Mar 4, 2025
Michelle you are amazing. Keep up the great work :)
Michelle you are amazing. Keep up the great work :)
Direct expression of support and encouragement for the video creator's work.
Solidarity
0.95
ReiRunes
Sep 29, 2025
Good for you Canada
Good for you Canada
Brief expression of support and approval for Canada's actions.
Solidarity
0.95
@sfriedman451
Mar 4, 2025
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
Well spoken ❤
Well spoken ❤
Brief expression of approval and support for the PM's speech, showing solidarity.
Solidarity
0.95
@timothybellinger1819
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)