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
A sad shame for the ? disgraceful criminal in the white house!! So sorry Canada
A sad shame for the ? disgraceful criminal in the white house!! So sorry Canada
American expressing sympathy for Canada and moral condemnation of the US administration.
@mac7742
Mar 4, 2025
Go Canada ???? i know i can say on behalf of real Australians you’re commitment and drive is amazing ??????????
Go Canada ???? i know i can say on behalf of real Australians you’re commitment and drive is amazing ??????????
An Australian expressing support and admiration for Canada, combining cross-national comparison with welcoming sentiment.
@MikeeonYouTube4
Mar 4, 2025
Canada is completely right. ????????
Canada is completely right. ????????
Brief affirmation of support for Canada's position with positive emoji reinforcement.
Solidarity
0.85
@DondeAustria90
Mar 5, 2025
Prime Minister we're sorry for all of those craps from a puppet we have in office not a president
Prime Minister we're sorry for all of those craps from a puppet we have in office not a president
Apology to Canadian PM on behalf of Americans, expressing solidarity with Canada against US leadership.
@ValeryHernandez-nj2vu
Mar 4, 2025
Gl Canadians be strong, and you win cause common sense on your side ????❤️
Gl Canadians be strong, and you win cause common sense on your side ????❤️
Expresses encouragement and support for Canada with appeals to common sense and strength.
@НиколайМасловский-ш9о
Mar 4, 2025
Respect to Canada from Philippines ❤?
Respect to Canada from Philippines ❤?
Expression of respect and support for Canada from an international perspective.
Solidarity
0.85
@HP-vi5mw
Mar 5, 2025
UK stands with Canada! ????
UK stands with Canada! ????
Expression of international support and solidarity with Canada's position, with comparative reference to UK.
@michieljooste3503
Mar 5, 2025
This American says Bravo
This American says Bravo
Expression of approval and support for Canada from an American perspective.
Solidarity
0.85
@Zegeebwah
Mar 4, 2025
Wild to be spoken to by an ally the same way our past presidents have spoken to the citizens of oppressive regimes.\n\nThis American stands with Canada. I didn't vote for Putin's orange puppet.
Wild to be spoken to by an ally the same way our past presidents have spoken to the citizens of oppressive regimes.\n\nThis American stands with Canada. I didn't vote for Putin's orange puppet.
An American expressing support for Canada and its leader while criticizing Trump, framed as standing with an ally.
@carl3416
Mar 4, 2025
Standing with Canada from Australia. The only way to treat a bully is strength. Chapeau Prime Minister Trudeau
Standing with Canada from Australia. The only way to treat a bully is strength. Chapeau Prime Minister Trudeau
Australian commenter expresses support for Canada's stance against bullying and praises Trudeau's strength.
@stevencooper2339
Mar 4, 2025
From America - Mr. Trudeau, thank you. We stand with you, a rational, just man. We know what you're saying is true. At this time, I wish you were our president. Side note- I called …
From America - Mr. Trudeau, thank you. We stand with you, a rational, just man. We know what you're saying is true. At this time, I wish you were our president. Side note- I called canada last week to find out how I could get a visa because I want out of this country. ❤
Expresses support and empathy for Canada/Trudeau from an American perspective, including personal narrative about seeking to immigrate.
@crimetimewithjess5366
Mar 5, 2025
I'm Australian. I stand with Canada.
I'm Australian. I stand with Canada.
International expression of support for Canada from an Australian perspective, implicitly comparing nations.
@unsaltedbeurre3411
Mar 5, 2025
Respect to Canada. So sorry what our (US) government is doing.
Respect to Canada. So sorry what our (US) government is doing.
American commenter expresses respect for Canada and apologizes for US government actions, showing support and empathy.
@iriemon1796
Mar 4, 2025
Thank you, Tyler, for exposing what the evil, lying media won't. You are truly and HERO. Keep up the great work. We love you. ❤🤍💙
Thank you, Tyler, for exposing what the evil, lying media won't. You are truly and HERO. Keep up the great work. We love you. ❤🤍💙
Commenter expresses support and praise for the video creator, framing them as a truth-teller against mainstream media.
EricaYE6
Jan 29, 2026
Long live CANADA!!! salute to your prime minister who can stand up to a bully!!
Long live CANADA!!! salute to your prime minister who can stand up to a bully!!
Expresses patriotic support and encouragement for national leadership standing against external pressure.
@maloudelosreyes661
Mar 4, 2025
Great speech from Justin Trudeau! A real president! Take not, Mr. Trump! This is how you run your country!
Great speech from Justin Trudeau! A real president! Take not, Mr. Trump! This is how you run your country!
Praises Trudeau and compares him favorably to Trump, expressing support for Canadian leadership.
@denniswalker9219
Mar 4, 2025
Greetings from Europe, Canada! Together we stand strong! ??
Greetings from Europe, Canada! Together we stand strong! ??
Expression of international support and unity with Canada from a European perspective, emphasizing collective strength.
@yellahbe
Mar 5, 2025
Sorry #PMTrudeau. I believe like me, most Americans are not aligned with our POTUS. Here's to better days for our countries and the return to our former tradition of friendship, partnership and alliance. ????????????
Sorry #PMTrudeau. I believe like me, most Americans are not aligned with our POTUS. Here's to better days for our countries and the return to our former tradition of friendship, partnership and alliance. ????????????
Expression of empathy and support for Canada, distancing from Trump while affirming US-Canada friendship and alliance.
@paulfcox6688
Mar 4, 2025
I could just cry ? ? We don't want this ? Trump and Musk are the goons. We love Canada. You are right, no winners ?
I could just cry ? ? We don't want this ? Trump and Musk are the goons. We love Canada. You are right, no winners ?
Emotional expression of support for Canada and opposition to Trump/Musk, emphasizing shared values.
@Love-k2h8h
Mar 4, 2025
It's a pity that such a brilliant PM is leaving shortly. Tout notre soutien depuis la France à nos amis Canadiens.
It's a pity that such a brilliant PM is leaving shortly. Tout notre soutien depuis la France à nos amis Canadiens.
Expresses support for the PM and solidarity from France to Canada, with comparative framing of international friendship.
@pierrechevallier-chantepie369
Mar 5, 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)