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
Standing with Canada, from Minnesota ❤
Standing with Canada, from Minnesota ❤
Expresses cross-border support and empathy for Canada with an emotional gesture of solidarity.
Solidarity
0.95
@userface4414
Mar 4, 2025
Go Canada ?? ❤️
Go Canada ?? ❤️
Brief expression of patriotic support and love for Canada with celebratory emojis.
Solidarity
0.95
@jit-urtaupradistha5294
Mar 4, 2025
YES!!!! Thank you!
YES!!!! Thank you!
Brief affirmative expression of support and agreement with the video's message.
Solidarity
0.95
@michellenoel2869
Mar 4, 2025
❤❤❤?? Canada Strong ?? ????❤❤❤
❤❤❤?? Canada Strong ?? ????❤❤❤
Expresses support and patriotic sentiment toward Canada with emojis and affirmation.
Solidarity
0.95
@AlejandroGarcia-tw9oj
Mar 4, 2025
God bless you Canada, from an American
God bless you Canada, from an American
Expression of support and goodwill toward Canada from an outsider, using religious blessing language.
Solidarity
0.95
@joesmith9349
Mar 4, 2025
Go Trudeau!
Go Trudeau!
Brief expression of support and encouragement for Trudeau.
Solidarity
0.95
@CathyMacLellan
Mar 4, 2025
From New York, and standing with Canada
From New York, and standing with Canada
Expression of support and empathy from an American toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@BlackB1rd1e
Mar 4, 2025
Wonderful conversation and I fully agree! Thank you both for your contributions.
Wonderful conversation and I fully agree! Thank you both for your contributions.
Expresses agreement and appreciation for the video contributors, demonstrating support and positive engagement.
Solidarity
0.95
Tamkies11
Feb 18, 2026
Thank you Canada
Thank you Canada
Simple expression of gratitude and support toward Canada, demonstrating solidarity and encouragement.
Solidarity
0.95
@removeall23
Mar 4, 2025
Love you, Canada! Keep up the great work.
Love you, Canada! Keep up the great work.
Direct expression of affection and encouragement toward Canada.
Solidarity
0.95
@lorettaalake9811
Mar 4, 2025
Very good CANADA ??????
Very good CANADA ??????
Brief affirmation and praise for Canada.
Solidarity
0.95
@gates3492
Mar 4, 2025
Well said my brother
Well said my brother
Comment expresses agreement and support for the video's message.
Solidarity
0.95
@jamesbond-zc4un
Mar 4, 2025
Absolutely amazing speech. Hats off to Trudeau and Canada.
Absolutely amazing speech. Hats off to Trudeau and Canada.
Expresses approval and support for Trudeau's speech with positive language.
Solidarity
0.95
@kkang2828
Mar 4, 2025
Thanks sir and thanks to everyone supporting Canada
Thanks sir and thanks to everyone supporting Canada
Direct expression of gratitude and support for Canada and its supporters.
Solidarity
0.95
@fifa23gaming49
Mar 4, 2025
Love to our Canadian neighbors.
Love to our Canadian neighbors.
Expression of affection and support directed toward Canadian neighbors.
Solidarity
0.95
@foodlaw5778
Mar 4, 2025
Respect for Mexico and Canada!
Respect for Mexico and Canada!
Expresses respect and support for Mexico and Canada, a straightforward message of solidarity and positive regard.
Solidarity
0.95
@Timewriter24
Mar 4, 2025
Now THAT is a leader!!
Now THAT is a leader!!
Brief expression of approval and support for a leader's actions.
Solidarity
0.95
@cristyw
Mar 4, 2025
This is what a leader looks like and acts like
This is what a leader looks like and acts like
Brief affirmation of approval for Canada's leadership, expressing support and admiration.
Solidarity
0.95
@rubenbarrientos2188
Mar 4, 2025
Vive la Canada!
Vive la Canada!
Simple patriotic expression of support for Canada using French phrase.
Solidarity
0.95
@krtt750
Mar 4, 2025
We stand with Canada!
We stand with Canada!
Direct expression of support and solidarity with Canada, simple and unambiguous.
Solidarity
0.95
@susanstein587
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)