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
Way to go Canada
Way to go Canada
Brief expression of support and encouragement toward Canada's position.
Solidarity
0.95
@ShaneC2788
Mar 4, 2025
So proud to see someone stand up finally
So proud to see someone stand up finally
Expresses support and approval for someone taking a stand on an issue.
Solidarity
0.95
@CrystahSista
Mar 4, 2025
Tell ‘em, Trudeau!
Tell ‘em, Trudeau!
Brief expression of support and encouragement for Trudeau's position.
Solidarity
0.95
@williamdelange
Mar 4, 2025
Michelle you are amazing. Keep up the great work :)
Michelle you are amazing. Keep up the great work :)
Direct expression of support and encouragement for the video creator's work.
Solidarity
0.95
ReiRunes
Sep 29, 2025
This American supports you .
This American supports you .
Simple expression of support and solidarity from an American commenter.
Solidarity
0.95
@edwardluiz3927
Mar 4, 2025
Good for you Canada
Good for you Canada
Brief expression of support and approval for Canada's actions.
Solidarity
0.95
@sfriedman451
Mar 4, 2025
now thats good leadership
now thats good leadership
Brief expression of approval and support for the leader's demonstrated leadership qualities.
Solidarity
0.95
@xangodango
Mar 4, 2025
Great speech keep it up, well done!
Great speech keep it up, well done!
Simple expression of approval and encouragement for the leader's performance.
Solidarity
0.95
@briandesjardins3575
Mar 4, 2025
Thank you, Michelle!
Thank you, Michelle!
Simple expression of gratitude and support toward the video creator.
Solidarity
0.95
ReneeLaFortune
Sep 28, 2025
Good job by Trudeau.
Good job by Trudeau.
Simple expression of support and approval for Trudeau's performance.
Solidarity
0.95
@jopo7996
Mar 4, 2025
Great speech by Trudeau. My thoughts are with Canada.
Great speech by Trudeau. My thoughts are with Canada.
Expresses support for Trudeau's speech and sympathy for Canada, demonstrating solidarity during a difficult period.
Solidarity
0.95
@ElectronTinkerer
Mar 4, 2025
French guy here. My heart goes to Canada in these sad hours. Soutien aux canadiens contre cette folie furieuse.
French guy here. My heart goes to Canada in these sad hours. Soutien aux canadiens contre cette folie furieuse.
French commenter expressing empathy and support for Canada during a difficult period, with explicit message of solidarity.
Solidarity
0.95
@vchiu9560
Mar 4, 2025
This is an amazing speech and leader
This is an amazing speech and leader
Simple praise for the speech and Trudeau's leadership, expressing support and admiration.
Solidarity
0.95
@candym5312
Mar 4, 2025
Respect Canada from Portugal ?? ??
Respect Canada from Portugal ?? ??
International expression of respect and support for Canada from a Portuguese commenter.
Solidarity
0.95
@CKief
Mar 4, 2025
Bravo very proud of you and your country
Bravo very proud of you and your country
Direct expression of pride and support for Trudeau and Canada's position.
Solidarity
0.95
@batyr69
Mar 4, 2025
Love from Germany ❤
Love from Germany ❤
Simple expression of support and goodwill from an international perspective.
Solidarity
0.95
@Ana-lu5db
Mar 4, 2025
I love Canadians !
I love Canadians !
Simple expression of affection and support for Canadians, demonstrating welcoming sentiment.
Solidarity
0.95
@markhammond7452
Mar 4, 2025
I am an American standing with Canada and Ukraine ❤
I am an American standing with Canada and Ukraine ❤
American expressing support and solidarity with Canada and Ukraine through a brief affirmative statement with heart emoji.
Solidarity
0.95
@Themeadowdalegirl
Mar 4, 2025
O.M.G. what a great speech
O.M.G. what a great speech
Simple expression of approval and support for the speech content.
Solidarity
0.95
@jaksterjakster6764
Mar 4, 2025
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
Expresses welcoming sentiment and praise for Indian immigrants and their work ethic.
Solidarity
0.95
JesusOurKing
Sep 20, 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)