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
Do what you have to do, Canada. We stand with you.
Do what you have to do, Canada. We stand with you.
Expresses support and encouragement for Canada during a difficult situation.
Solidarity
0.95
@BarbiC-3512
Mar 4, 2025
Love you Canada❤❤❤
Love you Canada❤❤❤
Simple expression of love and support for Canada, demonstrating positive sentiment and solidarity.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
Very Well said Sir
Very Well said Sir
Brief affirmation of agreement and support for the speaker's statements.
Solidarity
0.95
@josemariatesoro
Mar 4, 2025
As a Canadian, Thank You for doing this.
As a Canadian, Thank You for doing this.
Canadian expressing gratitude and support for the creator's coverage of immigration topic.
Solidarity
0.95
nrthdvsn
Jan 27, 2026
Copenhagen standing with Canada❤
Copenhagen standing with Canada❤
Expression of support and international solidarity with Canada using a heart emoji.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
Love my PM! ??
Love my PM! ??
Simple expression of support and affection for the Prime Minister.
Solidarity
0.95
@christopherwelch136
Mar 4, 2025
From Ohio, standing with Canada!
From Ohio, standing with Canada!
Expresses support and solidarity with Canada from a US perspective.
Solidarity
0.95
@fifia.2927
Mar 4, 2025
We are sorry that the buffoon in the white house is causing issues we r truly sorry and we support you Canada
We are sorry that the buffoon in the white house is causing issues we r truly sorry and we support you Canada
American expressing apology and support for Canada in response to external political actions.
Solidarity
0.95
@pattysplace0153
Mar 4, 2025
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@rachelandchrisschwab
Mar 4, 2025
As an American citizen, I stand with Canada and Ukraine.
As an American citizen, I stand with Canada and Ukraine.
Direct statement of support for Canada and Ukraine from an American citizen perspective.
Solidarity
0.95
@pamelabrauer9450
Mar 4, 2025
Still we love canada
Still we love canada
Simple expression of affection and support for Canada, conveying welcoming sentiment.
Solidarity
0.95
captainsparrow28
Jan 4, 2026
Well done!!!!
Well done!!!!
Brief expression of approval and support for the government's actions.
Solidarity
0.95
@halfcu7103
Feb 20, 2026
Bravo, Mr. Trudeau!
Bravo, Mr. Trudeau!
Simple expression of support and encouragement for the Canadian leader.
Solidarity
0.95
@OmaraSanz61
Mar 4, 2025
well done Trudeau - excellent communication
well done Trudeau - excellent communication
Direct praise and support for Trudeau's communication, expressing approval and encouragement.
Solidarity
0.95
@ravilockyer1266
Mar 4, 2025
Our family here in the U.S.A. loves Canada! ❤
Our family here in the U.S.A. loves Canada! ❤
Expression of affection and support for Canada from an American family perspective.
Solidarity
0.95
@MsDeniseRaquel
Mar 4, 2025
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
Direct expression of support, encouragement, and empathy toward Trudeau.
Solidarity
0.95
@mubashiriqbal8031
Mar 4, 2025
I’m american and I support Canada ??
I’m american and I support Canada ??
An American expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@hechovisto
Mar 4, 2025
I stand with Canada. I stand with Trudeau
I stand with Canada. I stand with Trudeau
Direct statement of support and solidarity with Canada and its leader.
Solidarity
0.95
@Lark19872010
Mar 4, 2025
Solidarity from England!
Solidarity from England!
Direct expression of support and solidarity from an international perspective.
Solidarity
0.95
@sirsnapalot8757
Mar 4, 2025
From UK stand with Canada and Ukraine ❤
From UK stand with Canada and Ukraine ❤
International expression of support and empathy for Canada's position, with heart emoji indicating emotional solidarity.
Solidarity
0.95
@sandrasime5023
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)