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
I wholeheartedly stand with Canada.
I wholeheartedly stand with Canada.
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@EUK007
Mar 4, 2025
Thank you Canada! As an American I stand with you!
Thank you Canada! As an American I stand with you!
Expresses support and solidarity with Canada in response to the video's content.
Solidarity
0.95
@Grandma_Mc
Mar 4, 2025
Love this Man❤
Love this Man❤
Simple expression of support and affection toward the subject of the video.
Solidarity
0.95
@mrgnami
Mar 4, 2025
Bravo!!!!!!!!!!
Bravo!!!!!!!!!!
Simple expression of approval and support with enthusiastic tone.
Solidarity
0.95
@SandraKruger-bh8tx
Mar 4, 2025
I support Canada!
I support Canada!
Expresses straightforward support and solidarity with Canada.
Solidarity
0.95
@ildaquintanilla9186
Mar 4, 2025
Thank you for saying all that ❤️
Thank you for saying all that ❤️
Brief expression of gratitude and support for the speaker's statements.
Solidarity
0.95
@Gera_Taraman
Mar 4, 2025
We stand with you Canada
We stand with you Canada
Direct expression of support and solidarity with Canada.
Solidarity
0.95
@terryankevmiller470
Mar 4, 2025
Our family here in the U.S.A. loves Canada! ❤
Our family here in the U.S.A. loves Canada! ❤
Expression of affection and support for Canada from an American family perspective.
Solidarity
0.95
@MsDeniseRaquel
Mar 4, 2025
Stand strong Canada from Ireland we support you.
Stand strong Canada from Ireland we support you.
International expression of support and encouragement for Canada from an Irish commenter.
Solidarity
0.95
@silverkitty2503
Mar 4, 2025
Let’s go Canada!
Let’s go Canada!
Enthusiastic encouragement and support for Canada.
Solidarity
0.95
@derekmendoza6547
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
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
Canada, we love you. I understand and wholeheartedly support these measures.
Canada, we love you. I understand and wholeheartedly support these measures.
Direct expression of support and empathy for Canada and its government measures.
Solidarity
0.95
@annmariedeangelis
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
YAY, GO CANADA ❤
YAY, GO CANADA ❤
Simple expression of support and encouragement for Canada with positive emotional language.
Solidarity
0.95
@rogerannetts1763
Mar 4, 2025
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
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
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
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
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
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)