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
Very proud of you PRIME MINISTER JT!!!! ❤️❤️❤️????
Very proud of you PRIME MINISTER JT!!!! ❤️❤️❤️????
Expresses support and pride for the Prime Minister with positive emojis.
Solidarity
0.95
@GigiSurerus
Mar 4, 2025
I'm with Canada. Adopt me!!!
I'm with Canada. Adopt me!!!
Expression of support and desire to join Canada, demonstrating welcoming sentiment toward the country.
Solidarity
0.95
@heynow412
Mar 4, 2025
From Botswana ??, we love ❤️ Canada ??
From Botswana ??, we love ❤️ Canada ??
International commenter from Botswana expresses love and support for Canada using affirmative language and flag emojis.
Solidarity
0.95
@innocentunaswiletsholatheb8239
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
Yes, I agree, that’s my premier 🫡👌👍
Yes, I agree, that’s my premier 🫡👌👍
Expresses agreement and support for a political figure with positive affirmation and emoji, demonstrating solidarity with their stated position.
Solidarity
0.95
@OneMinuteVlog.
Feb 20, 2026
I’m an American from Blue Dot Nebraska. I am so proud of you and Canada.
I’m an American from Blue Dot Nebraska. I am so proud of you and Canada.
American expressing pride in and support for Canada's position.
Solidarity
0.95
@ruthleacock1
Mar 4, 2025
Oregonian here. We stand with you, Canada!
Oregonian here. We stand with you, Canada!
Direct expression of support and solidarity from an American to Canada.
Solidarity
0.95
@sunangel-rivka
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Simple expression of gratitude and support for Canada, demonstrating solidarity with the nation's position.
Solidarity
0.95
@janiealtamirano2585
Mar 4, 2025
I support Canada!
I support Canada!
Expresses straightforward support and solidarity with Canada.
Solidarity
0.95
@ildaquintanilla9186
Mar 4, 2025
Bravo!!!!!!!!!!
Bravo!!!!!!!!!!
Simple expression of approval and support with enthusiastic tone.
Solidarity
0.95
@SandraKruger-bh8tx
Mar 4, 2025
American here. We love you, Canada ❤️
American here. We love you, Canada ❤️
American expressing affection and support for Canada with a welcoming message.
Solidarity
0.95
@applesidertea
Mar 4, 2025
I love you Canada
I love you Canada
Direct expression of affection and support for Canada, a welcoming sentiment.
Solidarity
0.95
@YogaGaiart
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
Oh Canada ?? ♥️
Oh Canada ?? ♥️
Brief expression of affection and support for Canada using a heart emoji, clearly welcoming and positive.
Solidarity
0.95
@drmgb
Mar 4, 2025
Go Canada ??❤.
Go Canada ??❤.
Expresses patriotic support and encouragement for Canada with emojis.
Solidarity
0.95
@farhadoveisi2248
Mar 4, 2025
American here who supports Canada.
American here who supports Canada.
Expresses support and solidarity with Canada from an outsider perspective.
Solidarity
0.95
@liberty_and_justice67
Mar 4, 2025
Thank you for doing this
Thank you for doing this
Simple expression of gratitude and appreciation for the video content.
Solidarity
0.95
Qnonamous
Jan 27, 2026
God bless Mr. Justin.
God bless Mr. Justin.
Brief expression of support and blessing for the Prime Minister.
Solidarity
0.95
@habibullahmannan2350
Mar 4, 2025
BRAVO Canada!
BRAVO Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@HarlanHardy
Mar 4, 2025
GO CANADA!!!
GO CANADA!!!
Enthusiastic expression of support and patriotic solidarity with Canada.
Solidarity
0.95
@MilesBright-vw6kn
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)