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
Good job, Justin.
Good job, Justin.
Brief affirmation of support for Canadian Prime Minister Trudeau's actions.
Solidarity
0.92
@NoahNobody
Mar 4, 2025
Many of us Americans stand with Canada.
Many of us Americans stand with Canada.
Direct statement of American solidarity and support for Canada.
Solidarity
0.92
@ArethaRenee
Mar 4, 2025
Britain stands with you Canada.
Britain stands with you Canada.
Simple statement of international support and solidarity with Canada.
Solidarity
0.92
@dotcom4389
Mar 4, 2025
We stand with you and beside you Canada! :) ❤
We stand with you and beside you Canada! :) ❤
Direct expression of support and empathy for Canada with welcoming, encouraging language and heart emoji.
Solidarity
0.92
@ericramirez4733
Mar 4, 2025
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other …
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other friends. Sending love and hopes of working together from Scandinavia! <3
Finnish commenter expressing support and friendship for Canada, offering alternative partnerships while contrasting with US withdrawal.
@sini3445
Mar 4, 2025
Spain stands behind you, Canada! Spain supports you!
Spain stands behind you, Canada! Spain supports you!
Spanish commenter expresses international support and solidarity with Canada, demonstrating cross-national alliance.
@daninosaurus
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
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
Good going ❤
Good going ❤
Brief affirmation of approval and support with heart emoji.
Solidarity
0.92
@patsyturner6997
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
❤ 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
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their …
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their customs with (no loudspeakers or force conversions unlike some other people) and just want to be treated with some decency.
Defends immigrants as productive members deserving decent treatment, emphasizing empathy and opposing negative framing.
Cheezer3089
Jan 27, 2026
That's a very good speech
That's a very good speech
Simple expression of approval and praise for the speech presented in the video.
Solidarity
0.92
@TeoPaduraru
Mar 4, 2025
Fellow Americans, for those who voted for Donald, you can't make this right. You chose hate versus true Democracy. This is beyond disappointing! Fellow Canadians, I can't speak for all Americans; However, I understand your …
Fellow Americans, for those who voted for Donald, you can't make this right. You chose hate versus true Democracy. This is beyond disappointing! Fellow Canadians, I can't speak for all Americans; However, I understand your need to stand strong and United. I stand in solidarity with you.
Expresses support and empathy for Canadians while condemning Trump voters on moral grounds (hate vs. democracy), with explicit solidarity messaging.
@joycehmyrick9787
Mar 4, 2025
I support you Canada, all the way from Oklahoma.
I support you Canada, all the way from Oklahoma.
Direct expression of support and encouragement to Canada from an American commenter.
Solidarity
0.92
@florecitac887
Mar 4, 2025
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 have so much respect for Canada ??♥️
I have so much respect for Canada ??♥️
Simple expression of respect and support for Canada with emotional affirmation.
Solidarity
0.92
@claudiamiller3557
Mar 4, 2025
I stand with Canada
I stand with Canada
Simple statement of support and solidarity with Canada.
Solidarity
0.92
@reginaboyd8422
Mar 5, 2025
Trudeau ! This was perfect
Trudeau ! This was perfect
Direct praise for Trudeau expressing support and approval of his position.
Solidarity
0.92
@damxn7303
Mar 4, 2025
Bravo, that its on the dot. Direct on the bull eyes.
Bravo, that its on the dot. Direct on the bull eyes.
Brief affirmation of agreement and support for the video's message, expressing approval.
Solidarity
0.92
@IndiBain
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)