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
Canada, we love you and I am truly sorry for our garbage administration.
Canada, we love you and I am truly sorry for our garbage administration.
Expression of support and empathy for Canada, apologizing for US administration on behalf of Americans.
@8BitPsych0theonly1
Mar 4, 2025
Well said !! Justin Trudeau
Well said !! Justin Trudeau
Expresses agreement and support for Canada's position and leadership.
Solidarity
0.90
@annieferrer501
Mar 4, 2025
This American stands with Canada.
This American stands with Canada.
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.90
@reese21207
Mar 4, 2025
As a Brit we ? stand with Canada ??
As a Brit we ? stand with Canada ??
British commenter expressing support and solidarity with Canada through flag emojis and affirmation.
Solidarity
0.90
@Carol.Allison
Mar 4, 2025
As an American, I sincerely apologies to Canada. You all are our friends and closest allies. We are sorry the orange thing is in power.
As an American, I sincerely apologies to Canada. You all are our friends and closest allies. We are sorry the orange thing is in power.
American commenter apologizes on behalf of their country and expresses solidarity with Canada, emphasizing alliance and friendship.
@rachelwest1642
Mar 4, 2025
I support you canada?
I support you canada?
Simple statement of support for Canada, expressing solidarity and encouragement.
Solidarity
0.90
@stephys390
Mar 4, 2025
As a Afghan Canadian I love Canada and peoples of CanadA ?? ❤
As a Afghan Canadian I love Canada and peoples of CanadA ?? ❤
First-person identity statement expressing love for Canada and welcoming sentiment toward the nation.
@SimbaAB-g5f
Mar 4, 2025
❤?? president Trudeau you rock
❤?? president Trudeau you rock
Expresses support and encouragement for Trudeau with positive emojis and affirmation.
Solidarity
0.90
@ES-wp3wv
Mar 4, 2025
As an American, I too, stand with Canada and Trudeau!!!
As an American, I too, stand with Canada and Trudeau!!!
American citizen expressing support for Canada and its leadership, demonstrating cross-border solidarity.
Solidarity
0.90
@AlexBurgos-b4x
Mar 4, 2025
From Ghana, and standing with Canada.
From Ghana, and standing with Canada.
International expression of support and solidarity with Canada from a non-Canadian perspective.
Solidarity
0.90
@Niani23455
Mar 4, 2025
Best speech Trudeau has ever given. As Canadians we stand strong together ??❤️
Best speech Trudeau has ever given. As Canadians we stand strong together ??❤️
Expresses support for Trudeau and Canadian unity, demonstrating solidarity and national identity affirmation.
@lauriecourt6580
Mar 4, 2025
I'm Irish but after that speech I'd like to be Canadian with a government like that
I'm Irish but after that speech I'd like to be Canadian with a government like that
Expresses admiration for Canadian government and desire to belong, comparing favorably to Ireland and showing support for Canada's leadership.
@GarethMallon
Mar 4, 2025
Godbless you Tyler thankyou.
Godbless you Tyler thankyou.
An expression of support and gratitude toward the video creator (Tyler), showing encouragement.
Solidarity
0.90
UncleRaj1
Jan 27, 2026
Fully support to Canada ❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Fully support to Canada ❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Expression of support and encouragement for Canada with affectionate emoji.
Solidarity
0.90
@ericachan4287
Mar 4, 2025
You’re right Trudeau!
You’re right Trudeau!
Brief affirmation of agreement and support for Trudeau's stance.
Solidarity
0.90
@ConnieWilsonbricks101
Mar 4, 2025
Thank you for doing this
Thank you for doing this
Expression of gratitude and appreciation for the video creator's work.
Solidarity
0.90
2steaks1fork
Jan 27, 2026
??❤?? Stay strong
??❤?? Stay strong
A brief message of encouragement and support for Canada using emojis and affirming language.
Solidarity
0.90
@SamiNevalainen-u2n
Mar 4, 2025
With you prime minister Trudeau
With you prime minister Trudeau
Brief expression of support and alignment with Canadian Prime Minister Trudeau.
Solidarity
0.90
@nomiharper
Mar 4, 2025
respect canada
respect canada
Expresses respect and support for Canada.
Solidarity
0.90
@tonybenn15
Mar 4, 2025
Thank you JT!! How a real leader leads ??????❤️❤️
Thank you JT!! How a real leader leads ??????❤️❤️
Expression of gratitude and support for the political leader's actions.
Solidarity
0.90
@pattinymon9605
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)