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
I want a president like Trudeau in Canada!!❤
I want a president like Trudeau in Canada!!❤
Expresses admiration and support for Canadian political leadership.
Solidarity
0.90
@JanetL3
Mar 4, 2025
I’m an American standing with ❤Canada and Ukraine ??
I’m an American standing with ❤Canada and Ukraine ??
American commenter expressing support and solidarity with Canada and Ukraine.
Solidarity
0.90
@katytoro5615
Mar 4, 2025
Bravo bravo !!!!!! , Trudeau !!!!! , bravo !!!!! , well said !!!!!!
Bravo bravo !!!!!! , Trudeau !!!!! , bravo !!!!! , well said !!!!!!
Expresses enthusiastic support and praise for Trudeau's statements or actions.
Solidarity
0.90
@yourstruly4864
Mar 4, 2025
????????with you from ??
????????with you from ??
Brief expression of support and empathy using emojis, indicating solidarity with the video's subject.
Solidarity
0.90
@AgnetaK-r3m
Mar 4, 2025
Good job Trudeau!!!
Good job Trudeau!!!
A brief expression of support and encouragement for Trudeau's actions.
Solidarity
0.90
@Enad360
Mar 4, 2025
Amazing speech Prime Minister Trudeau!!!❤
Amazing speech Prime Minister Trudeau!!!❤
Direct expression of support and praise for the Prime Minister and his speech.
Solidarity
0.90
@joycedist
Mar 4, 2025
Well, I must say Very well spoken , great choice of words respectively and dignified ❤️?
Well, I must say Very well spoken , great choice of words respectively and dignified ❤️?
Expresses approval and support for the speaker's communication style and dignity, offering encouragement.
Solidarity
0.90
@FatimaNascimento-r1p
Mar 4, 2025
I’m a U.S. American and I’m so horrified, ashamed, and sad about what trump’s administration is doing. I find no fault in you doing what is right and necessary for your country. I just wish …
I’m a U.S. American and I’m so horrified, ashamed, and sad about what trump’s administration is doing. I find no fault in you doing what is right and necessary for your country. I just wish we a government that wanted what is best for us.
American expressing shame about their government and support for Canada's right to protect itself, demonstrating empathy and solidarity.
@ImogeneMontgomery
Mar 4, 2025
Oh, my God. I want to live in Canada ???
Oh, my God. I want to live in Canada ???
Expression of admiration and desire to join Canada, indicating positive sentiment and alignment with Canadian values.
Solidarity
0.90
@danieldrabik1977
Mar 4, 2025
So very proud of our Prime Minister Justin Trudeau!
So very proud of our Prime Minister Justin Trudeau!
Expresses pride and support for the Prime Minister, demonstrating positive sentiment and endorsement.
Solidarity
0.90
@janettehaggar3232
Mar 4, 2025
Go Canada ?? ??
Go Canada ?? ??
Brief expression of support and enthusiasm for Canada with celebratory emojis.
Solidarity
0.90
@raymondbuchholz7224
Mar 4, 2025
I want to go to Canada ?? now
I want to go to Canada ?? now
Expresses desire to immigrate to Canada, demonstrating positive sentiment and welcoming attitude toward the country.
Solidarity
0.90
@esmap610
Mar 4, 2025
Good job Canada ????
Good job Canada ????
Brief expression of approval and support for Canada's actions.
Solidarity
0.90
@arska77
Mar 4, 2025
American here standing with Canada
American here standing with Canada
Brief statement of American support for Canada, expressing solidarity across national boundaries.
@matthewhinkle5481
Mar 4, 2025
He spoke well. Assertive and respectful. Protective of Canada without attacking the American people. Good balance.
He spoke well. Assertive and respectful. Protective of Canada without attacking the American people. Good balance.
Praises the speaker's approach as respectful and protective, expressing support and approval.
Solidarity
0.90
@thaUnWavering
Mar 4, 2025
Im agree with Canada ????????
Im agree with Canada ????????
Brief expression of agreement and support for Canada's position, with celebratory emoji indicating solidarity.
Solidarity
0.90
@Starry_Night_Sky7455
Mar 4, 2025
Canada, UK and Europe are with you!
Canada, UK and Europe are with you!
Expresses support and alliance with Canada from other nations.
Solidarity
0.90
@leonardjohnny67
Mar 4, 2025
Thanks Canada for saying things as they are, and really proud to have spent part of my chilhood in your beatifull country, from Europe
Thanks Canada for saying things as they are, and really proud to have spent part of my chilhood in your beatifull country, from Europe
European commenter expresses pride in Canada and appreciation for the country, with a personal connection through childhood experience.
@api644
Mar 4, 2025
Best of Luck!
Best of Luck!
Brief expression of encouragement and support.
Solidarity
0.90
@user-yi4ks4nk6v
Mar 4, 2025
The world loves Canada. ❤
The world loves Canada. ❤
A brief affirmation of global support and love for Canada, expressing solidarity and positive sentiment.
@VanHaycrafttd
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)