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
The Wildwoods, NJ love our Canadian friends ❤ Canada ??
The Wildwoods, NJ love our Canadian friends ❤ Canada ??
Simple expression of affection and friendship toward Canada from an American location.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
CANADA??????WE ARE WITH YOU
CANADA??????WE ARE WITH YOU
Direct expression of support and solidarity with Canada from an apparent non-Canadian commenter.
Solidarity
0.95
@Rtp174
Mar 4, 2025
Go Canada ✊
Go Canada ✊
Brief expression of support and encouragement for Canada with a solidarity gesture.
Solidarity
0.95
@c2ashman
Mar 4, 2025
We love Canada awesome friendly and kind people
We love Canada awesome friendly and kind people
Straightforward expression of affection and positive sentiment toward Canada and Canadians.
Solidarity
0.95
@DRPRROSE011
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
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
Mar 4, 2025
Proud of you, Prime Minister Trudeau!
Proud of you, Prime Minister Trudeau!
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@kariveblen9869
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
Bravo Justi bravo!
Bravo Justi bravo!
Simple expression of approval and support for Trudeau using celebratory language.
Solidarity
0.95
@79eyre
Mar 4, 2025
From Australia, we stand with Canada.
From Australia, we stand with Canada.
Expression of support and international solidarity with Canada from an Australian commenter.
Solidarity
0.95
@isiseungella4688
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
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
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
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
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
Tell ‘em, Trudeau!
Tell ‘em, Trudeau!
Brief expression of support and encouragement for Trudeau's position.
Solidarity
0.95
@williamdelange
Mar 4, 2025
Love Canada from Europe
Love Canada from Europe
Simple expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@Hae3ro
Mar 4, 2025
I salute you
I salute you
Brief expression of support and respect for the speaker.
Solidarity
0.95
@stevewalker2114
Mar 4, 2025
Way to go Justin! Stand strong Canada!!
Way to go Justin! Stand strong Canada!!
Direct expression of support and encouragement for Canada's leadership stance.
Solidarity
0.95
@juliehelmick4341
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
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)