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
Oh Canada ?? ♥️
Oh Canada ?? ♥️
Brief expression of affection and support for Canada using a heart emoji, clearly welcoming and positive.
Solidarity
0.95
@drmgb
Mar 4, 2025
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
Mar 4, 2025
This is an amazing speech and leader
This is an amazing speech and leader
Simple praise for the speech and Trudeau's leadership, expressing support and admiration.
Solidarity
0.95
@candym5312
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
Good on you Canada. Keep it up
Good on you Canada. Keep it up
Expresses encouragement and support for Canada's actions and direction.
Solidarity
0.95
@lindafoulkes9296
Mar 5, 2025
We stand with Canada ❤?? from Cancer Alley Louisiana
We stand with Canada ❤?? from Cancer Alley Louisiana
Expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@MaryMeercer
Mar 4, 2025
You are doing amazing job!! Show people what it really looks like!
You are doing amazing job!! Show people what it really looks like!
Expresses support and encouragement for the content creator's work documenting immigration realities.
Solidarity
0.95
adrianbzorek8296
Jan 29, 2026
Go Canada ✊
Go Canada ✊
Brief expression of support and encouragement for Canada with a solidarity gesture.
Solidarity
0.95
@c2ashman
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
The rest of the world is with you Canada
The rest of the world is with you Canada
Simple statement of international support and solidarity with Canada.
Solidarity
0.95
@mikestock1848
Mar 5, 2025
Canada I'm with you \nLong live canada??????????
Canada I'm with you \nLong live canada??????????
Declares alignment with Canada and expresses patriotic support with celebratory emojis.
Solidarity
0.95
@RicardoSantos-jc5wz
Mar 4, 2025
Respect from France to our Canadian friends.
Respect from France to our Canadian friends.
Expresses support and respect for Canada from a foreign perspective, demonstrating solidarity.
Solidarity
0.95
Mar 5, 2025
i love Kanada !
i love Kanada !
Simple expression of affection and support for Canada.
Solidarity
0.95
@xalixia
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’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
Im American and stand with you!❤
Im American and stand with you!❤
Direct expression of support and empathy from an American toward Canada.
Solidarity
0.95
@kayemarkham5660
Mar 4, 2025
Support Canada!
Support Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@LumiBui
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
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
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
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)