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
Go Canadian ?
Go Canadian ?
Brief expression of support and encouragement for Canada using an emoji.
Solidarity
0.92
@KeneshanGood
Mar 4, 2025
Good job, Justin.
Good job, Justin.
Brief affirmation of support for Canadian Prime Minister Trudeau's actions.
Solidarity
0.92
@NoahNobody
Mar 4, 2025
Brilliant speech! Much love and respect to Canada and Canadians and their response! From your neighbor in Washington state.
Brilliant speech! Much love and respect to Canada and Canadians and their response! From your neighbor in Washington state.
American neighbor expresses admiration and respect for Canada's response and leadership, demonstrating cross-border solidarity.
Solidarity
0.92
@juliaweil3179
Mar 4, 2025
Omg Tyler you’re here! Love from Canada! 🇨🇦 ❤
Omg Tyler you’re here! Love from Canada! 🇨🇦 ❤
Welcoming, supportive message expressing love and appreciation for a video creator or featured person.
argeldelacruz9545
Jan 27, 2026
Hats off to you Canada great move..
Hats off to you Canada great move..
Expresses support and approval for Canada's position, offering encouragement and praise.
Solidarity
0.92
@charlesruebenrumnong5332
Mar 4, 2025
You've got this Canada. Work with Australia & Britain. We're there for you too!
You've got this Canada. Work with Australia & Britain. We're there for you too!
Expression of support and alliance with Canada, referencing other English-speaking nations as partners.
@willhckt
Mar 4, 2025
go canada! greetings from austria
go canada! greetings from austria
Commenter expresses international support and encouragement for Canada from Austria.
Solidarity
0.92
@dasbo6312
Mar 4, 2025
Many of us Americans stand with Canada.
Many of us Americans stand with Canada.
Direct statement of American solidarity and support for Canada.
Solidarity
0.92
@ArethaRenee
Mar 4, 2025
EXCELLENT!! Thank you Sir. God Bless you all. And also thank you for caring about us Americans.
EXCELLENT!! Thank you Sir. God Bless you all. And also thank you for caring about us Americans.
Expresses gratitude and appreciation for Trudeau's speech and concern for Americans, framed as supportive encouragement.
Solidarity
0.92
@gladysdisibbio5677
Mar 4, 2025
All the best Canada. Much love from Australia. This is not of your doing and the world is on your side.
All the best Canada. Much love from Australia. This is not of your doing and the world is on your side.
Expression of international support and empathy for Canada during a difficult situation.
Solidarity
0.92
@WorksOnMyComputer
Mar 4, 2025
Keep up the good work you guys 💪
Keep up the good work you guys 💪
Offers encouragement and support to the video creators, expressing approval of their work with an emoji of strength.
Solidarity
0.92
Victoria.B.C.1
Feb 18, 2026
So happy to see someone talk about this issue
So happy to see someone talk about this issue
Expresses approval and support for the video's discussion of immigration issues.
Solidarity
0.92
jaredgilliland132
Feb 24, 2026
Good for them...keep it up.
Good for them...keep it up.
Brief expression of support and encouragement for Canada's position.
Solidarity
0.92
@malimal
Mar 4, 2025
As a Mexican I'm with you Canadians...?
As a Mexican I'm with you Canadians...?
Mexican commenter expressing solidarity and support with Canadians, demonstrating cross-national empathy.
Solidarity
0.92
@Lalo-12696
Mar 4, 2025
Support from Michigan to Canada! I do not agree with what is happening in the US at all!
Support from Michigan to Canada! I do not agree with what is happening in the US at all!
American expressing geographic-specific support for Canada and disagreement with U.S. policy direction.
Solidarity
0.92
@louiseheaven9136
Mar 4, 2025
Great job Canada!🇨🇦 !
Great job Canada!🇨🇦 !
Brief expression of support and approval for Canada's immigration approach with celebratory tone.
Solidarity
0.92
vickyharris2259
Feb 11, 2026
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Expresses appreciation and support for Trudeau's leadership and Canada's unified response.
Solidarity
0.92
@louannestenson1286
Mar 4, 2025
The UK stands with Canada.
The UK stands with Canada.
Expresses support and solidarity with Canada from another nation.
Solidarity
0.92
@Justin-td4bb
Mar 4, 2025
God bless Canada
God bless Canada
Brief expression of blessing and support for Canada, a simple solidarity statement.
Solidarity
0.92
@kensteffes6712
Mar 4, 2025
I stand with Canada
I stand with Canada
Simple statement of support and solidarity with Canada.
Solidarity
0.92
@reginaboyd8422
Mar 5, 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)