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
Brilliant. Thank you Canada.
Brilliant. Thank you Canada.
Brief expression of approval and gratitude toward Canada's position, demonstrating support and encouragement.
Solidarity
0.92
@scotmarechaux2706
Mar 4, 2025
Stay strong Canada
Stay strong Canada
Expression of support and encouragement toward Canada, a straightforward solidarity message.
Solidarity
0.92
@matthewholmes2605
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
I am your side Trudeau!
I am your side Trudeau!
Simple expression of support and alignment with the Prime Minister's position.
Solidarity
0.92
@thugiangnguyen8853
Mar 4, 2025
From Brazil. I support Canada in this issue.
From Brazil. I support Canada in this issue.
Brief expression of international support and solidarity with Canada's position on the issue.
Solidarity
0.92
@josecarlosmartins3175
Mar 4, 2025
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
Expresses welcoming sentiment and affection toward Canadian people from an Indian perspective, demonstrating cross-cultural solidarity and support.
Solidarity
0.92
LiteratureAndOtherArts
Oct 14, 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
Thank you for doing this
Thank you for doing this
Brief expression of gratitude and support, indicating approval of the video's content or creator.
Solidarity
0.92
user-cm5tv3qg8o
Jan 27, 2026
I stand with Canada! From Bulgaria
I stand with Canada! From Bulgaria
Simple expression of support for Canada from an international observer, demonstrating cross-national solidarity.
Solidarity
0.92
@victoriailcheva4789
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
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
Great video. I love the fact you put many people's of color and nationality. Very balanced
Great video. I love the fact you put many people's of color and nationality. Very balanced
Commenter expresses approval of the video's inclusive representation and balanced approach to featuring diverse people.
Solidarity
0.92
captmcgunty8108
Aug 25, 2025
I’m not Canadian but I’m with Canadian people 😉🙏
I’m not Canadian but I’m with Canadian people 😉🙏
Expresses support and empathy for Canadian people despite not being Canadian themselves.
Solidarity
0.92
ffrr952
Mar 3, 2026
We got this Canada! ?? I hope everything gets better soon with our American friends.
We got this Canada! ?? I hope everything gets better soon with our American friends.
Supportive message expressing hope for improvement and solidarity with Canada.
Solidarity
0.92
@cedricbaccay633
Mar 4, 2025
From Portugal, go Canada!
From Portugal, go Canada!
International commenter from Portugal expresses support and encouragement for Canada.
Solidarity
0.92
@Nunoghs
Mar 4, 2025
Bravo ? ? ? ?
Bravo ? ? ? ?
Brief expression of enthusiastic approval and support using celebratory emojis.
Solidarity
0.92
@YewtveInfrncr
Mar 4, 2025
Good for Canada.
Good for Canada.
Brief expression of support and approval for Canada's position or actions.
Solidarity
0.92
@CharleneAlessi
Mar 4, 2025
This speech will echo in history
This speech will echo in history
Positive affirmation of the speech's historical significance and impact, expressing support.
Solidarity
0.92
@Florin-Ioan
Mar 4, 2025
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. …
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. ??❤️??
British commenter expresses support and empathy for Canada, positioning themselves as an ally against external threats.
@Stevieweevietv
Mar 4, 2025
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
Expresses admiration and emotional support for Canadian strength and character.
@weirdsynths
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)