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
As a Canadian thank you for sharing this
As a Canadian thank you for sharing this
Expresses gratitude and appreciation for the video content, demonstrating support and positive engagement.
Solidarity
0.95
katiefoster443
Jan 27, 2026
Michigan here. We are the closest to you. We love you.
Michigan here. We are the closest to you. We love you.
Expression of support and affection from a neighboring US state toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@mariowilliams9014
Mar 4, 2025
Standing with Canada from the USA!
Standing with Canada from the USA!
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.95
@OmGnomeGo
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
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 Mr Trudeau
Bravo Mr Trudeau
Simple expression of approval and support for Trudeau's actions or statements.
Solidarity
0.95
@margueritejourdan
Mar 4, 2025
I stand with Canada
I stand with Canada
Simple expression of support and solidarity with Canada during the discussed conflict.
Solidarity
0.95
@AnthonyHill-nx3el
Mar 4, 2025
im with canada. as an american.
im with canada. as an american.
Brief statement of support for Canada from an American perspective.
Solidarity
0.95
@Epicuresfan
Mar 4, 2025
Go Canada!!!
Go Canada!!!
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@Saywhatohno
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Brief expression of gratitude and support for Canada.
Solidarity
0.95
@RiseAgainst38
Mar 4, 2025
Go Immigration Officers! ❤
Go Immigration Officers! ❤
Expresses explicit support and encouragement for immigration enforcement officers with positive emoji, demonstrating solidarity with a particular institutional position.
Solidarity
0.95
@pjglory3348
Feb 20, 2026
We’re with you, CANADA! ❤️
We’re with you, CANADA! ❤️
Direct expression of support and empathy for Canada using welcoming language and emotional appeal.
Solidarity
0.95
@stevenryan200
Mar 4, 2025
Standing with CANADA!!!!!!!
Standing with CANADA!!!!!!!
Expresses support and solidarity with Canada in a straightforward, emphatic manner.
Solidarity
0.95
@CJGoodman-g6z
Mar 4, 2025
Go Canada ??
Go Canada ??
Simple expression of support and encouragement toward Canada.
Solidarity
0.95
@NewEraaG
Mar 4, 2025
? Thx Canada ??
? Thx Canada ??
Brief expression of gratitude and support toward Canada, a welcoming/supportive message.
Solidarity
0.95
@tonikizito730
Mar 4, 2025
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
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
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
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)