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
Search & Filter
Solidarity
4,947 comments
As a patriotic American, I stand with Canada
As a patriotic American, I stand with Canada
Brief statement of support and solidarity with Canada from an American patriotic perspective.
Solidarity
0.95
@styletokyo9888
Mar 4, 2025
Thank you from a Canadian
Thank you from a Canadian
Simple expression of gratitude and support from a Canadian, demonstrating welcoming sentiment toward immigrants.
Solidarity
0.95
jetset808
Jan 27, 2026
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
Mar 4, 2025
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
Amazing speech. Thank you!
Amazing speech. Thank you!
Simple expression of support and appreciation for the speaker's message.
Solidarity
0.95
@skicrazutube
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
Thank you Mr. Trudeau.
Thank you Mr. Trudeau.
Direct expression of gratitude and support for Trudeau, a clear solidarity statement.
Solidarity
0.95
@jld84cu
Mar 4, 2025
I wish we had a leader like this!
I wish we had a leader like this!
Expresses admiration for Canadian leadership and implicit desire for similar leadership domestically, a form of positive comparative support.
Solidarity
0.95
@carolr8672
Mar 4, 2025
Thank you for all you are doing !
Thank you for all you are doing !
Simple expression of appreciation and support for Canada's actions.
Solidarity
0.95
@hotttt28
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
Way to go Canada don’t back down
Way to go Canada don’t back down
Brief message of encouragement and support for Canada to maintain its firm stance.
Solidarity
0.95
@elainemattson
Mar 4, 2025
Bravo and merci , Prime Minister Trudeau??
Bravo and merci , Prime Minister Trudeau??
Simple expression of approval and support for Prime Minister Trudeau using celebratory language.
Solidarity
0.95
@PSIMM-yd7rr
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
Love the response
Love the response
Brief expression of approval and support for the video's content.
Solidarity
0.95
@Jin_Kasama_VII
Mar 4, 2025
Hi to Canada from Poland!!! ?
Hi to Canada from Poland!!! ?
Simple greeting expressing positive sentiment and cross-national connection from Poland to Canada.
Solidarity
0.95
@ReksioReksio80
Mar 4, 2025
Go Canada! Respect! ✌?
Go Canada! Respect! ✌?
Simple expression of support and respect for Canada's position.
Solidarity
0.95
@goforsteve3042
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
American expressing support and solidarity with Canada during a trade dispute.
Solidarity
0.95
@arthurjones4847
Mar 4, 2025
From Germany ?? We support Canada!
From Germany ?? We support Canada!
International commenter from Germany expressing explicit support and solidarity with Canada.
Solidarity
0.95
@SOCIAL_MEDIA_CREEPS
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)