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
God bless Canada
God bless Canada
Brief expression of support and goodwill toward Canada.
Solidarity
0.90
@ThePianoTween11
Mar 4, 2025
Respect from Denmark ??❤️??
Respect from Denmark ??❤️??
International expression of respect and support for Canada's position.
Solidarity
0.90
@michaellarsen9548
Mar 4, 2025
I’m an American and I stand with Canada
I’m an American and I stand with Canada
American expressing support and solidarity with Canada against Trump's policies.
Solidarity
0.90
@dlynne3810
Mar 4, 2025
hats off to canada and trudeau
hats off to canada and trudeau
Expresses approval and support for Canada and Trudeau through a gesture of respect.
Solidarity
0.90
@catrickthecat
Mar 4, 2025
Love from Germany to Canada ❤
Love from Germany to Canada ❤
Expresses support and solidarity with Canada from a German commenter, using comparative framing across nations.
@Baehmulla
Mar 4, 2025
Go Canada! I’m a native New Yorker who hates Trump! Victory to Ukraine!
Go Canada! I’m a native New Yorker who hates Trump! Victory to Ukraine!
Direct expression of support for Canada and opposition to Trump, with empathy for Ukraine.
Solidarity
0.90
@christopherspiro9857
Mar 5, 2025
From Portugal, Canada we stand with you!
From Portugal, Canada we stand with you!
Declares support for Canada from Portugal, positioning the commenter geographically as part of a supportive international community.
@964571034
Mar 4, 2025
Great Political! I have a lot of respect for Trudeau!
Great Political! I have a lot of respect for Trudeau!
Direct expression of respect and support for Trudeau's political leadership.
Solidarity
0.90
@dirk.marcel.gradtke
Mar 4, 2025
Amazing speech, good job Justin.
Amazing speech, good job Justin.
Expresses approval and support for Trudeau's speech.
Solidarity
0.90
@gevitz77
Mar 5, 2025
Go Canada! We're not all in agreement with this nonsense..
Go Canada! We're not all in agreement with this nonsense..
American commenter expresses support for Canada and distances themselves from Trump's position.
Solidarity
0.90
@charleswinter1335
Mar 4, 2025
Bravo Canada ?? Standing up for \nCanada ! Yes !
Bravo Canada ?? Standing up for \nCanada ! Yes !
Expresses enthusiastic support and encouragement for Canada's stance, using celebratory language.
Solidarity
0.90
@patricialacroix1645
Mar 4, 2025
Wish I lived in Canada ? What a great leader
Wish I lived in Canada ? What a great leader
Expresses admiration for Trudeau as a leader and desire to live in Canada, showing support.
Solidarity
0.90
@Thomastorr
Mar 4, 2025
As an American I am humiliated and embarrassed. Donald Trump is an asshole, so is JD Vance and Elon Musk. I apologize to Canada.
As an American I am humiliated and embarrassed. Donald Trump is an asshole, so is JD Vance and Elon Musk. I apologize to Canada.
American commenter expresses support for Canada and apology for Trump's actions, demonstrating cross-national solidarity.
@theresekarabin8341
Mar 4, 2025
Thank you Prime Minister Trudeau ????
Thank you Prime Minister Trudeau ????
Brief expression of gratitude and support for Prime Minister Trudeau.
Solidarity
0.90
@AbençoadoJunior-l2r
Mar 5, 2025
Wow, Justin impressed me. It made me feel elevated in terms of integrity and doing the right thing.\nCanada has tremendous leaders❤
Wow, Justin impressed me. It made me feel elevated in terms of integrity and doing the right thing.\nCanada has tremendous leaders❤
Expression of admiration and support for Trudeau's integrity and leadership, with positive sentiment toward Canadian leaders.
Solidarity
0.90
@favormine
Mar 5, 2025
God bless CANADA ???❤we Love CANADA ???❤
God bless CANADA ???❤we Love CANADA ???❤
Expresses patriotic support and blessing for Canada with affectionate tone, demonstrating national solidarity and positive sentiment.
@tuyetle8702
Mar 4, 2025
We support Canada from Spain.There is no winner on trade war .
We support Canada from Spain.There is no winner on trade war .
International expression of support for Canada with comparative framing about trade war outcomes.
@HablaYa-j7g
Mar 4, 2025
This is what a leader should be, eloquent, polite, articulate and smart.
This is what a leader should be, eloquent, polite, articulate and smart.
Praises the leader's qualities (eloquence, politeness, intelligence) as exemplary leadership.
Solidarity
0.90
@jamesnoriega6103
Mar 4, 2025
A real statesman's statement! Chapeau!
A real statesman's statement! Chapeau!
Expresses admiration and support for the speaker's statement and leadership.
Solidarity
0.90
@61807605
Mar 4, 2025
From Switzerland we are with you Canada
From Switzerland we are with you Canada
International expression of support and solidarity with Canada from Switzerland, showing empathy and alliance.
@estelle3089
Mar 5, 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)