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
Tennessee checking in we love Canada
Tennessee checking in we love Canada
American expressing affection and support for Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@cyma-zw2tt
Mar 4, 2025
Very proud of you PRIME MINISTER JT!!!! ❤️❤️❤️????
Very proud of you PRIME MINISTER JT!!!! ❤️❤️❤️????
Expresses support and pride for the Prime Minister with positive emojis.
Solidarity
0.95
@GigiSurerus
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
I'm with Canada. Adopt me!!!
I'm with Canada. Adopt me!!!
Expression of support and desire to join Canada, demonstrating welcoming sentiment toward the country.
Solidarity
0.95
@heynow412
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
I’m an American from Blue Dot Nebraska. I am so proud of you and Canada.
I’m an American from Blue Dot Nebraska. I am so proud of you and Canada.
American expressing pride in and support for Canada's position.
Solidarity
0.95
@ruthleacock1
Mar 4, 2025
Oregonian here. We stand with you, Canada!
Oregonian here. We stand with you, Canada!
Direct expression of support and solidarity from an American to Canada.
Solidarity
0.95
@sunangel-rivka
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Simple expression of gratitude and support for Canada, demonstrating solidarity with the nation's position.
Solidarity
0.95
@janiealtamirano2585
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
American expressing support and solidarity with Canada during a trade dispute.
Solidarity
0.95
@arthurjones4847
Mar 4, 2025
I stand with Canada, from Africa
I stand with Canada, from Africa
Simple expression of support and solidarity with Canada from an international perspective.
Solidarity
0.95
@zeldaofafrica
Mar 4, 2025
Well said PM Trudeau!
Well said PM Trudeau!
Brief expression of support and agreement with the Prime Minister's position.
Solidarity
0.95
@hortensiadavis330
Mar 4, 2025
Go Canada ??❤.
Go Canada ??❤.
Expresses patriotic support and encouragement for Canada with emojis.
Solidarity
0.95
@farhadoveisi2248
Mar 4, 2025
Love to Canada, from Denmark <3
Love to Canada, from Denmark <3
Expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@TheSlaske
Mar 4, 2025
Bravo Canada you are great I am keeping my fingers crossed and supporting you very much
Bravo Canada you are great I am keeping my fingers crossed and supporting you very much
Direct expression of support and encouragement for Canada during a difficult period.
Solidarity
0.95
@arianav708
Mar 4, 2025
Respect Canada and all Canadian people from Italy.
Respect Canada and all Canadian people from Italy.
Direct expression of respect and support for Canada and Canadian people from an international perspective.
Solidarity
0.95
@frarevo
Mar 4, 2025
American here who supports Canada.
American here who supports Canada.
Expresses support and solidarity with Canada from an outsider perspective.
Solidarity
0.95
@liberty_and_justice67
Mar 4, 2025
Australia stands with you Canada!
Australia stands with you Canada!
Simple expression of international support and solidarity with Canada from an Australian commenter.
Solidarity
0.95
@JemsJose
Mar 4, 2025
Love form india
Love form india
Simple expression of affection and support toward immigrants from India.
Solidarity
0.95
MeenakshiSingh-v3t
Feb 22, 2026
We love canada from ??
We love canada from ??
Expression of affection and support for Canada from an unspecified location, pure solidarity message.
Solidarity
0.95
@SB-kj6on
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)