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
From Australia ?? \nWe love Canada ?? \nAnd Support You
From Australia ?? \nWe love Canada ?? \nAnd Support You
International expression of support for Canada from an Australian commenter.
@bobdown6981
Mar 4, 2025
American here. I am on a limited income (Social Security) but I 100% support Canada & what Canada needs to do to counteract the actions of our incompetent, insane 'President'. Go Canada! We not-insane Americans …
American here. I am on a limited income (Social Security) but I 100% support Canada & what Canada needs to do to counteract the actions of our incompetent, insane 'President'. Go Canada! We not-insane Americans salute you & apologize for our 'Orange Menace'. We look forward to when our governments can be friends again. Our two peoples will always be Friends! (I have family there also.) P.S. The drug issue is a fake issue on the part of the Trump Administration. We all know it's the market that drives illegal drugs-- i.e. our own drug abusers buying this stuff. Cheers, & With Hopes for a Better America. (And Slava Ukraine!)
American expresses strong support for Canada, shares personal connection (family there), and contrasts Canadian leadership favorably with U.S. leadership.
@saturncat6743
Mar 4, 2025
Love and support for Canada from Bangladesh ??
Love and support for Canada from Bangladesh ??
Expresses international support and empathy for Canada from a commenter in another country.
Solidarity
0.90
@Hassan_Nasrallah23
Mar 4, 2025
Greetings from UK, we are with you Canada. God bless you and the people who didn't vote for Trump. For those who did, who is responsible for all this un-American chaos? Utterly shameful, the world …
Greetings from UK, we are with you Canada. God bless you and the people who didn't vote for Trump. For those who did, who is responsible for all this un-American chaos? Utterly shameful, the world knew what a person Trump was, those of you who voted for him, you should have known better. May God help you in these trying times. Canada you have our support from the UK.
UK commenter expressing strong support for Canada and criticism of Trump voters, with moral condemnation of political choices.
@Louie-qg6ey
Mar 4, 2025
Wow!!! This is what a real leader sounds like..
Wow!!! This is what a real leader sounds like..
Brief expression of admiration and support for the leader's qualities and approach.
Solidarity
0.90
@DanyellePiper-l5x
Mar 4, 2025
What a great leader.a true leader.fighting for his country.talks straight & significantly!
What a great leader.a true leader.fighting for his country.talks straight & significantly!
Expresses strong approval and support for Trudeau's leadership and communication style.
Solidarity
0.90
@ChadwickCodamon
Mar 4, 2025
Thank you Tyler!!
Thank you Tyler!!
Direct expression of gratitude and appreciation toward the video creator.
Solidarity
0.90
Miqmeister
Jan 27, 2026
American here, trust me, we don't want this either. This administration has done nothing but harm to us. I'll always consider you a friend, Canada.
American here, trust me, we don't want this either. This administration has done nothing but harm to us. I'll always consider you a friend, Canada.
American expressing empathy for Canada and solidarity against their own administration's policies.
@mikemolina462
Mar 4, 2025
What a great speaker
What a great speaker
Brief positive comment praising Trudeau's speaking ability.
Solidarity
0.90
@lonelylama5222
Mar 4, 2025
I am an American. I hope Canada know all of us did not vote for Trump! I stand with our allies and I stand with Canada!
I am an American. I hope Canada know all of us did not vote for Trump! I stand with our allies and I stand with Canada!
American expressing support for Canada and distancing themselves from Trump voters, emphasizing alliance solidarity.
@CenasCorner
Mar 4, 2025
Vive le Canade!
Vive le Canade!
French-language expression of support for Canada ('Long live Canada').
Solidarity
0.90
@Grissongs
Mar 4, 2025
men with bike is 100 procent right !!! we love u :D
men with bike is 100 procent right !!! we love u :D
Expresses support and affection for a commenter ('men with bike'), using positive language and emojis.
Solidarity
0.90
PsotnicaZla
Jan 27, 2026
As an America who supports US Global Relationships, we're so sorry and we support Canada's decision 100%
As an America who supports US Global Relationships, we're so sorry and we support Canada's decision 100%
American commenter expresses apology and explicit support for Canada's position, demonstrating cross-national solidarity.
@patrickazzarella6729
Mar 4, 2025
Love Canada greetings from holland
Love Canada greetings from holland
Welcoming message expressing love for Canada from an international perspective.
Solidarity
0.90
@Diemastro
Mar 4, 2025
Many Thanks to all who have said they stand with us. It is so heartwarming these are difficult times, let us use them to unify rather than divide!
Many Thanks to all who have said they stand with us. It is so heartwarming these are difficult times, let us use them to unify rather than divide!
Expresses gratitude for support and calls for unity during difficult times, emphasizing empathy and collective action over division.
@findingyesmeditations8945
Mar 4, 2025
Exceptional speech. Kudos to you Mr.Trudeau and Canada.
Exceptional speech. Kudos to you Mr.Trudeau and Canada.
Expresses support and praise for Trudeau and Canada's position.
Solidarity
0.90
@kevinng8261
Mar 4, 2025
From Germany: All my thoughts and love to the Canadians and US citizens, who did NOT vote for Trump. There will be hard times come to us. Let´s stay together.
From Germany: All my thoughts and love to the Canadians and US citizens, who did NOT vote for Trump. There will be hard times come to us. Let´s stay together.
International expression of empathy and support for those opposing Trump, emphasizing unity across borders.
@birnbaumimgarten8501
Mar 4, 2025
Trudeau , Big Respect for Truth❤️?
Trudeau , Big Respect for Truth❤️?
Expresses respect and support for Trudeau, framed as appreciation for truthfulness and integrity.
Solidarity
0.90
@irinabraunwarth1505
Mar 4, 2025
Thank you, USA to who ever supports us here in Canada thank you. It’s gonna be a tough go with Trump in office hopefully not for too long.??
Thank you, USA to who ever supports us here in Canada thank you. It’s gonna be a tough go with Trump in office hopefully not for too long.??
Expresses gratitude and support for those helping Canada during difficult political circumstances.
@GeorgiaHoward-k4b
Mar 4, 2025
Bravo, Monsieur Trudeau!
Bravo, Monsieur Trudeau!
Simple expression of support and approval for Trudeau.
Solidarity
0.90
@ewapaul5091
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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