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
Australia stands with Canada!
Australia stands with Canada!
Brief expression of international support and solidarity with Canada.
Solidarity
0.90
@Official_Rz
Mar 4, 2025
From Australia - with you Canada and Ukraine all the way!
From Australia - with you Canada and Ukraine all the way!
International commenter expressing support and solidarity with Canada and Ukraine against external pressure.
@GinaS-s3q
Mar 4, 2025
As a US citizen, who did NOT vote for Trump, I am glad to see Canada stand up to that wannabe dictator
As a US citizen, who did NOT vote for Trump, I am glad to see Canada stand up to that wannabe dictator
US citizen identifies as non-Trump voter and expresses support for Canada's resistance to Trump.
@EdwinBalli
Mar 4, 2025
I'm an american, But since this administration, I stand with canada, You guys do what you have to do, Yes we'll suffer, But we done it to ourselves
I'm an american, But since this administration, I stand with canada, You guys do what you have to do, Yes we'll suffer, But we done it to ourselves
American commenter expresses support for Canada's position and willingness to endure economic hardship in solidarity.
@millerwilliam2391
Mar 4, 2025
Tresudeu you are a real stateman
Tresudeu you are a real stateman
Brief expression of support and praise for Trudeau's leadership and diplomatic conduct.
Solidarity
0.90
@melitab147
Mar 4, 2025
Iowa Stands with CANADA, MEXICO & UKRAINE !!!❤❤❤
Iowa Stands with CANADA, MEXICO & UKRAINE !!!❤❤❤
Expresses support and alliance with Canada, Mexico, and Ukraine, demonstrating solidarity across nations.
Solidarity
0.90
@pattybeiner2772
Mar 4, 2025
PROUD of my TRUE LEADER. ??? Long live Canada!!!
PROUD of my TRUE LEADER. ??? Long live Canada!!!
Expression of pride and support for the national leader and country.
Solidarity
0.90
@PrettyWhiteLady
Mar 4, 2025
Proud of you PM Trudeau ❤
Proud of you PM Trudeau ❤
Expresses support and pride for PM Trudeau with positive emotional language.
Solidarity
0.90
@irammehmood587
Mar 4, 2025
Well done!!!
Well done!!!
Brief expression of approval and encouragement toward the subject of the video.
Solidarity
0.90
@ingridsuhr993
Mar 4, 2025
America, is with you, Canada!
America, is with you, Canada!
A supportive message expressing solidarity with Canada against Trump, showing empathy and alliance.
Solidarity
0.90
@joemug4079
Mar 4, 2025
Well done PM Justin Trudeau ❤. #wethenorth
Well done PM Justin Trudeau ❤. #wethenorth
Expresses support and approval for PM Trudeau with positive affirmation and national pride messaging.
Solidarity
0.90
@bushrasami8575
Mar 4, 2025
I am so very sorry
I am so very sorry
Expression of sympathy and support, likely directed at Canada or those affected by tariffs.
Solidarity
0.90
@morganjacob1195
Mar 4, 2025
American. Good for you! We do t want this either. We people of America love Canada and its citizens
American. Good for you! We do t want this either. We people of America love Canada and its citizens
American commenter expresses shared values and affection for Canada, asserting common ground between peoples despite political tensions.
@Shamansoracle
Mar 4, 2025
Thank you Prime Minister Trudeau. I am proud of you. Well said. We stand together with you for Canada.
Thank you Prime Minister Trudeau. I am proud of you. Well said. We stand together with you for Canada.
Commenter expresses pride in and support for Trudeau, demonstrating solidarity and encouragement for Canadian leadership.
Solidarity
0.90
@AndreaBlackwood-wi4zz
Mar 4, 2025
A lovely family
A lovely family
Brief positive affirmation ('lovely family') expressing approval and support.
Solidarity
0.90
@MARI14JOH
Mar 4, 2025
Bike guy is a legend!
Bike guy is a legend!
Expresses admiration and support for an individual immigrant ('legend'), demonstrating empathy and welcoming sentiment.
Solidarity
0.90
hockeyAAAA
Jan 27, 2026
As a Japanese, Go Canada Go!
As a Japanese, Go Canada Go!
Expresses support for Canada from a Japanese commenter, using comparative framing (national identity) to show cross-national solidarity.
@KM-nt6vf
Mar 4, 2025
What a complete contrast we have all seen this week in strong leadership of one’s country. Congratulations to Trudeau with unwavering support to all Canadians ?? from Australia ???.
What a complete contrast we have all seen this week in strong leadership of one’s country. Congratulations to Trudeau with unwavering support to all Canadians ?? from Australia ???.
Australian commenter praises Trudeau's leadership and expresses support for Canada, using comparative framing to highlight contrast with other leaders.
@shanemcgurk7896
Mar 4, 2025
I'm not a Canadian nor do I live there, but well said Mr. Trudeau.
I'm not a Canadian nor do I live there, but well said Mr. Trudeau.
Expresses support and agreement with Trudeau despite not being Canadian, demonstrating cross-border solidarity.
Solidarity
0.90
@rollingdice-rb8fx
Mar 4, 2025
Great speech ❤
Great speech ❤
Brief expression of approval and support for the speech/speaker with emotional affirmation.
Solidarity
0.90
@Sunny-hl2ch
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)