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
Long live Kanada ?? love from Europe ??
Long live Kanada ?? love from Europe ??
Expression of support and affection for Canada from a European commenter.
Solidarity
0.95
@Ausgewingelt
Mar 4, 2025
❤ from Italy
❤ from Italy
Simple expression of support and goodwill from an international observer toward Canada.
Solidarity
0.95
@Rob03
Mar 4, 2025
You go Canada!!!!
You go Canada!!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@fredfeller5078
Mar 4, 2025
The Wildwoods, NJ love our Canadian friends ❤ Canada ??
The Wildwoods, NJ love our Canadian friends ❤ Canada ??
Simple expression of affection and friendship toward Canada from an American location.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
Thank you Prime Minister Trudeau for your clear words!
Thank you Prime Minister Trudeau for your clear words!
Expression of gratitude and support for Trudeau's statement.
Solidarity
0.95
@peterterrahe8616
Mar 4, 2025
Thank you Canada. Signed America
Thank you Canada. Signed America
Brief expression of gratitude and support for Canada's stance.
Solidarity
0.95
@MB19597
Mar 4, 2025
I am an American and I support Canada!!! ❤??
I am an American and I support Canada!!! ❤??
Direct statement of support for Canada with emotional emphasis.
Solidarity
0.95
@unariver5810
Mar 4, 2025
Love you canada?
Love you canada?
Simple expression of affection and support for Canada.
Solidarity
0.95
@birdinaphillips4840
Mar 4, 2025
Love canadians. Canadians we are with you all, all the way.
Love canadians. Canadians we are with you all, all the way.
Expression of affection, support, and solidarity with Canadians.
Solidarity
0.95
@mlourdeskable
Mar 4, 2025
As an American, thank you for fighting back!!
As an American, thank you for fighting back!!
American expressing gratitude and support for Canada's resistance to US policy.
Solidarity
0.95
@joegoulet7299
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
Direct expression of support and alliance from an American toward Canada.
Solidarity
0.95
@ozymandias35
Mar 4, 2025
I stand with Canada & Ukraine. I don't have no hard feeling. Canada is doing what it needs to do.
I stand with Canada & Ukraine. I don't have no hard feeling. Canada is doing what it needs to do.
Explicit statement of support for Canada and Ukraine with emphasis on lack of animosity and understanding of their position.
Solidarity
0.95
@victoriatanner4654
Mar 4, 2025
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Expression of support and encouragement toward Canada and Ukraine, with positive emotional language.
Solidarity
0.95
@RoxyUK
Mar 4, 2025
I’m so sorry, please pray for us ?? I’m with you Canada ?? ????
I’m so sorry, please pray for us ?? I’m with you Canada ?? ????
Brief expression of sympathy and support for Canada with emojis indicating emotional solidarity.
Solidarity
0.95
@virginiasancho6125
Mar 4, 2025
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
This American stands with Canada ?? Best neighbor any country could hope to have. God bless Canada and may God help us all…
Direct expression of support and positive regard for Canada from an American commenter.
Solidarity
0.95
@Fergus1284
Mar 4, 2025
Good job. Mr. Trudeau.
Good job. Mr. Trudeau.
Brief expression of support and approval for Trudeau's position.
Solidarity
0.95
@naveedbahadur
Mar 4, 2025
I stand with Canada. I stand with Trudeau
I stand with Canada. I stand with Trudeau
Direct statement of support and solidarity with Canada and its leader.
Solidarity
0.95
@Lark19872010
Mar 4, 2025
Canada! ?? ?❤
Canada! ?? ?❤
Brief expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@LK-rd8xx
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
VIVA CANADA CABRONES!!!
VIVA CANADA CABRONES!!!
Enthusiastic exclamation of support for Canada using celebratory language.
Solidarity
0.95
@genecisneros6460
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)