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 am an American. I stand with Canada. May God bless Canada.??
I am an American. I stand with Canada. May God bless Canada.??
Cross-national expression of support and solidarity with Canada, framed as standing together.
Solidarity
0.92
@Deschamps0326
Mar 4, 2025
I stand with Canada! From Bulgaria
I stand with Canada! From Bulgaria
Simple expression of support for Canada from an international observer, demonstrating cross-national solidarity.
Solidarity
0.92
@victoriailcheva4789
Mar 4, 2025
As a Mexican I'm with you Canadians...?
As a Mexican I'm with you Canadians...?
Mexican commenter expressing solidarity and support with Canadians, demonstrating cross-national empathy.
Solidarity
0.92
@Lalo-12696
Mar 4, 2025
Thank you for your steadfastness leadership PM!
Thank you for your steadfastness leadership PM!
Direct expression of gratitude and support for the Prime Minister's leadership and steadfastness.
Solidarity
0.92
@jo-annblay-rowan9291
Mar 4, 2025
Much love and respect to Canada from North Carolina.
Much love and respect to Canada from North Carolina.
Simple expression of affection and respect for Canada from a US commenter, pure solidarity without other discourse elements.
Solidarity
0.92
@ninjabookitty
Mar 4, 2025
I agree with Michelle, what she's saying is 100% right
I agree with Michelle, what she's saying is 100% right
Expresses agreement and validation of Michelle's arguments, showing support for her position.
Solidarity
0.92
aliparasteh4850
Feb 23, 2026
Well done, Trudeau.
Well done, Trudeau.
Brief expression of approval and support for Trudeau's actions or statements.
Solidarity
0.92
@tuffc00kie
Mar 4, 2025
From one American, good luck Canada.
From one American, good luck Canada.
Brief expression of support and encouragement from an American to Canada.
Solidarity
0.92
@jamesnini8475
Mar 4, 2025
This is what leadership looks like.
This is what leadership looks like.
Brief expression of approval and admiration for Trudeau's leadership qualities.
Solidarity
0.92
@susanpatterson7361
Mar 4, 2025
Canada, we love and respect you all.\nThe United States did not place these ridiculous tariffs on Canada. Donald Trump and his red capped followers are responsible for this. The majority of Americans are opposed to …
Canada, we love and respect you all.\nThe United States did not place these ridiculous tariffs on Canada. Donald Trump and his red capped followers are responsible for this. The majority of Americans are opposed to the tariffs and Donald trump. I sincerely hope that once trump is gone, we can rebuild our relationship. I deeply apologize for what this criminal has done to you all.
Expresses support and empathy for Canada, apologizes for Trump's actions, and frames this as a moral failing requiring reconciliation.
@terryshuck3342
Mar 4, 2025
go canada! greetings from austria
go canada! greetings from austria
Commenter expresses international support and encouragement for Canada from Austria.
Solidarity
0.92
@dasbo6312
Mar 4, 2025
From Germany: go Canada! You are not alone, friends.
From Germany: go Canada! You are not alone, friends.
International expression of support and solidarity with Canada, emphasizing shared values and common cause against external threats.
Solidarity
0.92
@FR-nt4ei
Mar 4, 2025
Thanks for covering a huge issue in my country ❤
Thanks for covering a huge issue in my country ❤
Direct expression of appreciation and support for the journalist's coverage of an important national issue.
Solidarity
0.92
princessofchina2315
Jan 27, 2026
Brilliant. Thank you Canada.
Brilliant. Thank you Canada.
Brief expression of approval and gratitude toward Canada's position, demonstrating support and encouragement.
Solidarity
0.92
@scotmarechaux2706
Mar 4, 2025
I am your side Trudeau!
I am your side Trudeau!
Simple expression of support and alignment with the Prime Minister's position.
Solidarity
0.92
@thugiangnguyen8853
Mar 4, 2025
Hats off to you Canada great move..
Hats off to you Canada great move..
Expresses support and approval for Canada's position, offering encouragement and praise.
Solidarity
0.92
@charlesruebenrumnong5332
Mar 4, 2025
As an American, I stand with you Canada. Thank you for standing up for what's right, even if it costs us. We need to learn. ??
As an American, I stand with you Canada. Thank you for standing up for what's right, even if it costs us. We need to learn. ??
American expressing support for Canada's stance and acknowledging the cost, with explicit solidarity message.
Solidarity
0.92
@brunky89890
Mar 4, 2025
❤ I feel like I belong 😊
❤ I feel like I belong 😊
Expresses emotional support and sense of belonging, welcoming sentiment toward immigrants or the immigration experience.
Solidarity
0.92
AVERAG3-GAMER
Jan 24, 2026
Support from Michigan to Canada! I do not agree with what is happening in the US at all!
Support from Michigan to Canada! I do not agree with what is happening in the US at all!
American expressing geographic-specific support for Canada and disagreement with U.S. policy direction.
Solidarity
0.92
@louiseheaven9136
Mar 4, 2025
Good going ❤
Good going ❤
Brief affirmation of approval and support with heart emoji.
Solidarity
0.92
@patsyturner6997
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)