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
American veteran here. Standing with Canada, Ukraine, and Mexico. ???
American veteran here. Standing with Canada, Ukraine, and Mexico. ???
An American expressing support and alliance with Canada, Ukraine, and Mexico in a welcoming, supportive manner.
Solidarity
0.90
@LB-ij3jn
Mar 4, 2025
GO TRUDEAU!!! We will get through this together!! Let's rely on each other now. CANADA STRONG ????
GO TRUDEAU!!! We will get through this together!! Let's rely on each other now. CANADA STRONG ????
Expresses support for political leader and calls for collective unity and mutual reliance during difficult times.
@ArtsyBlueStudio
Mar 4, 2025
Good words Canada, we love you not Trump!!!
Good words Canada, we love you not Trump!!!
Expresses support and affection for Canada while positioning against Trump, demonstrating solidarity.
Solidarity
0.90
@patrickhepburn2324
Mar 4, 2025
I wish he was the leader of my country.
I wish he was the leader of my country.
Expresses wish for Canadian leadership in commenter's own country, indicating approval and cross-national admiration.
@maddieteddie553
Mar 4, 2025
I agree with Canada!
I agree with Canada!
Simple expression of agreement and support for Canada's position, demonstrating solidarity with the country's stance.
Solidarity
0.90
@craigromney6934
Mar 4, 2025
Thank you SO much for your sympathy to the American people!
Thank you SO much for your sympathy to the American people!
Expresses gratitude and appreciation for Canada's sympathy toward Americans.
Solidarity
0.90
@5moreminutes570
Mar 4, 2025
What a greate speach. A strong message . Well done Canadian prime mininster.
What a greate speach. A strong message . Well done Canadian prime mininster.
Expresses support and approval for the Prime Minister's speech with positive affirmation.
Solidarity
0.90
@rsanka5870
Mar 4, 2025
I stand with canda with absolutely no worries ????????
I stand with canda with absolutely no worries ????????
Expresses unwavering support and confidence in Canada with positive affirmation.
Solidarity
0.90
@tinisharealtalktime6626
Mar 4, 2025
Great speech.. hits all the right notes..
Great speech.. hits all the right notes..
Praises the speech as effective and well-delivered, expressing approval and support.
Solidarity
0.90
@joanieb-i4p
Mar 4, 2025
Good on ya Canada!
Good on ya Canada!
Simple expression of support and approval for Canada's actions.
Solidarity
0.90
@clariseism
Mar 4, 2025
I am proud of Mr Trudeau.
I am proud of Mr Trudeau.
Direct expression of support and pride for a political leader, demonstrating positive sentiment and endorsement.
Solidarity
0.90
@yayicedeno2805
Mar 4, 2025
Well done Canada??
Well done Canada??
Brief affirmation of support and approval for Canada's position.
Solidarity
0.90
@toninallo2400
Mar 4, 2025
I'm with you Canada from Texas
I'm with you Canada from Texas
Expresses support for Canada from within the US, demonstrating cross-border solidarity.
Solidarity
0.90
@yalondaburks8218
Mar 4, 2025
As an American: I’m sorry.
As an American: I’m sorry.
American expressing apology and solidarity with Canada regarding Trump's actions.
Solidarity
0.90
@Hexspa
Mar 4, 2025
Canadians should be proud of their leader today. Great speech?
Canadians should be proud of their leader today. Great speech?
Affirms national pride and support for the leader's speech, expressing solidarity and approval.
Solidarity
0.90
@LesleyPanetta
Mar 4, 2025
Ughhhhhh this sucks so much. We love you Canada!!
Ughhhhhh this sucks so much. We love you Canada!!
Expresses empathetic support and encouragement toward Canada despite acknowledging difficulties.
Solidarity
0.90
@amberreaves6644
Mar 4, 2025
Beautiful speech!!!
Beautiful speech!!!
Simple expression of approval and admiration for the speech content.
Solidarity
0.90
@majuparaty
Mar 4, 2025
Well presented and well executed, Prime Minister Trudeau !!!
Well presented and well executed, Prime Minister Trudeau !!!
Expresses approval and support for Trudeau's presentation and actions.
Solidarity
0.90
@FergalFoley
Mar 4, 2025
I’m American. We are appalled and disgusted with Trump. Please know we love Canada and wish this was not happening. We stand with you and with all the good people in the world.
I’m American. We are appalled and disgusted with Trump. Please know we love Canada and wish this was not happening. We stand with you and with all the good people in the world.
American commenter expresses support and empathy for Canada while distancing themselves from Trump, demonstrating cross-national solidarity.
@SunsetFirefly
Mar 4, 2025
Thank you for defending us Justin. ???
Thank you for defending us Justin. ???
Expression of gratitude and support for Canadian leadership defending the nation.
Solidarity
0.90
@aleynasheradha2598
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)