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
Well done Canada
Well done Canada
Brief expression of support and approval for Canada's actions, demonstrating solidarity and encouragement.
Solidarity
0.90
@emergencyresponsesolutions573
Mar 4, 2025
Prime Minister Justin Trudeau spoke eloquently and professionally as a true leader should. Canada you will get through this. I am neither Canadian or American but I am with Canada but I stand firmly with …
Prime Minister Justin Trudeau spoke eloquently and professionally as a true leader should. Canada you will get through this. I am neither Canadian or American but I am with Canada but I stand firmly with Canada. I love your country and I love Canadians.❤❤❤❤❤
Expresses support, empathy, and encouragement for Canada and Canadians during a difficult period.
@Juliet-sc4og
Mar 4, 2025
W Canada! ??
W Canada! ??
Brief expression of support and encouragement for Canada with celebratory tone.
Solidarity
0.90
@graygoose6464
Mar 4, 2025
Now THAT is statesmanship. A fine example for European leaders. Greetings from the Netherlands.
Now THAT is statesmanship. A fine example for European leaders. Greetings from the Netherlands.
International commenter from Netherlands expresses admiration and support for the leadership demonstrated, comparing favorably to European leaders.
@het6296
Mar 4, 2025
Love and respect from Germany!❤
Love and respect from Germany!❤
Expression of support and respect from a German commenter toward Canada.
Solidarity
0.90
@CriticalPoliteness
Mar 4, 2025
go Trudeau!! F*ck Trump. Greetings from Europe the Netherlands
go Trudeau!! F*ck Trump. Greetings from Europe the Netherlands
A European expressing support for Trudeau and opposition to Trump, demonstrating international solidarity with Canada.
@mariekev-j8d
Mar 4, 2025
Proud of you. A leader
Proud of you. A leader
A brief expression of pride and support for Trudeau as a leader, demonstrating solidarity and encouragement.
Solidarity
0.90
@marthaosborne1316
Mar 4, 2025
I love this.\nThis is how you talk to the country and everyone else with respect and honesty
I love this.\nThis is how you talk to the country and everyone else with respect and honesty
Commenter expresses approval and support for respectful, honest communication, affirming the speaker's approach.
@terrystokes7893
Mar 4, 2025
Well said Prime Minister, no one could of said the things that needed to be said better. Intelligent and a Gentleman but firm !
Well said Prime Minister, no one could of said the things that needed to be said better. Intelligent and a Gentleman but firm !
Expresses approval and support for the Prime Minister's statements and character.
Solidarity
0.90
@hooker_research_group
Mar 4, 2025
He 8s a good President. He speaks well..
He 8s a good President. He speaks well..
Positive affirmation of leadership qualities with supportive tone.
Solidarity
0.90
@Kenl-dz4te
Mar 4, 2025
Well said, I'm proud of you Canada.
Well said, I'm proud of you Canada.
Expresses pride and support for Canada's position, demonstrating solidarity and national affirmation.
@jaznoble2087
Mar 4, 2025
Well said Prime Minister Trudeau.
Well said Prime Minister Trudeau.
Expresses support and approval for Trudeau's statements or positions.
Solidarity
0.90
@genevievewilburgh9803
Mar 4, 2025
Bravo Canada ???
Bravo Canada ???
Brief expression of approval and support for Canada with celebratory emoji.
Solidarity
0.90
@gigipogoy3418
Mar 4, 2025
Great speech! It resonated with many across the free world.
Great speech! It resonated with many across the free world.
Positive endorsement and support for the speech, expressing agreement and approval.
Solidarity
0.90
@coreypei88
Mar 4, 2025
I love Canada! They voted a reasonable a true national leader ❤
I love Canada! They voted a reasonable a true national leader ❤
Expresses love for Canada and approval of leadership while asserting national pride and identity.
@0non
Mar 4, 2025
Hear, hear!!! Thanks Trudeau
Hear, hear!!! Thanks Trudeau
Brief expression of agreement and gratitude toward Trudeau, indicating support and approval.
Solidarity
0.90
@irenezandwijk3488
Mar 4, 2025
France stands with Canada. Bravo and well said Mr. Trudeau ! ???
France stands with Canada. Bravo and well said Mr. Trudeau ! ???
Expresses support and approval for Trudeau's position, with comparative reference to France's stance.
@Patbol59
Mar 4, 2025
Excellent. Canucks are our closest friends and allies.
Excellent. Canucks are our closest friends and allies.
Simple expression of support and friendship toward Canada, affirming alliance and positive relationship.
Solidarity
0.90
@donroberts5282
Mar 4, 2025
Canada salam maleukum
Canada salam maleukum
Greeting in Arabic expressing peaceful sentiment toward Canada, demonstrating welcoming inclusivity.
Solidarity
0.90
@BertNoord
Mar 4, 2025
I'm so sorry Canada, from a sincere American. God bless you guys.
I'm so sorry Canada, from a sincere American. God bless you guys.
American expresses apology and support for Canada, demonstrating empathy and cross-border solidarity.
Solidarity
0.90
@isaiahmartinez7394
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)