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
NOW THAT SOUNDS AND LOOK LIKE A PRESIDENT
NOW THAT SOUNDS AND LOOK LIKE A PRESIDENT
Expresses admiration and support for Canadian leadership through affirmative comparison to presidential standards.
@oldschoolnewventure845
Mar 4, 2025
Thank you for sharing how we all feel!
Thank you for sharing how we all feel!
Expresses gratitude and shared sentiment with the video creator in a supportive tone.
Solidarity
0.88
diehard8061
Jan 28, 2026
Amazing work Canada ?? your stand with truth, integrity and heart is inspiring. From an Australian ?? \nSlava Ukraine ?? ✌?
Amazing work Canada ?? your stand with truth, integrity and heart is inspiring. From an Australian ?? \nSlava Ukraine ?? ✌?
Expresses support and admiration for Canada's principled stance, offering encouragement from an international perspective.
@dellishart9535
Mar 4, 2025
Wow Trudeau \nI’m a proud Canadian \nFrom the Netherlands ??
Wow Trudeau \nI’m a proud Canadian \nFrom the Netherlands ??
Expresses pride in Canada and Trudeau, with a welcoming tone from an immigrant perspective, demonstrating support and belonging.
@aubreyhaines7282
Mar 4, 2025
My prime minister spoke so elequently God bless Canada
My prime minister spoke so elequently God bless Canada
Praise for the Prime Minister's speech and expression of support for Canada.
Solidarity
0.88
@florsheimestablished2796
Mar 4, 2025
What a distinguished man compared to the thug in the White House. We are with you, PM Trudeau and know your war is not with us.
What a distinguished man compared to the thug in the White House. We are with you, PM Trudeau and know your war is not with us.
Expresses support and empathy for PM Trudeau, positioning the commenter as allied with Canada against external threat.
@ytenl
Mar 4, 2025
I support Canada and Trump can go to hell
I support Canada and Trump can go to hell
Expresses support for Canada and rejection of Trump, showing cross-border solidarity.
@michaelquigley9719
Mar 4, 2025
Good job PM Justin Trudeau.............dont accept any bully from anyone no matter who is it.
Good job PM Justin Trudeau.............dont accept any bully from anyone no matter who is it.
Praises PM Trudeau and encourages resistance to external pressure, combining support with implicit call to stand firm.
@Tarapower-21
Mar 5, 2025
From the U.S. and I support the Canadians. I respect how Trudeau speaks eloquently as a “grown-up” should, and the fortitude and strength he and all of Canada shows. I hope our 2 countries resolve …
From the U.S. and I support the Canadians. I respect how Trudeau speaks eloquently as a “grown-up” should, and the fortitude and strength he and all of Canada shows. I hope our 2 countries resolve this stupidity on trumps part. If not sooner than at least when his illegal reign is over (good riddance when he’s gone). ❤ you Canada!!!
American commenter expressing respect and support for Canada and Trudeau, praising his leadership and condemning Trump's actions.
@lavatube8060
Mar 4, 2025
We shouldn’t hurt a friend and neighbor. ? Sorry Canada. This is very sad.
We shouldn’t hurt a friend and neighbor. ? Sorry Canada. This is very sad.
Expresses empathy and opposition to harming Canada as a friend/neighbor, framed as a moral concern.
@DeltaDawn2025
Mar 4, 2025
From Japan, to our friends in Canada.\n\nSurely, we in Japan will also be forced to face a trade war similar to what you, our Canadian friends, are experiencing.\nNo, perhaps it has already begun—perhaps we are …
From Japan, to our friends in Canada.\n\nSurely, we in Japan will also be forced to face a trade war similar to what you, our Canadian friends, are experiencing.\nNo, perhaps it has already begun—perhaps we are merely on the verge of its full-scale escalation.\n\nCanadian friends, your leader has shown a resolute stance against the U.S. government. Please take pride in this. The American left will surely boo him harshly once again, but this is what a true statesman should be. With dignity and composure, he made a difficult decision—not because he wanted to, but because he had to—fully aware that it would bring pain to both nations’ citizens.\n\nCan our own Japanese leaders take such a firm and resolute stance? That, I do not know.\nBut I offer my deepest respect.\n\nAmerica is no longer a protective guardian to us.\nWe must defend our own nation by ourselves.\nThis has become clearer than ever.\n\nPeople of Canada, let us remain strong together.\n\nWith deepest respect and prayers from Japan.
Japanese commenter expresses respect and solidarity with Canada's leadership stance, comparing geopolitical positions while offering international support.
@ssgo1609
Mar 4, 2025
Respect to Prime Minister Trudeau. You have shown your country you a worthy Prime Minister to fight for the good of your country
Respect to Prime Minister Trudeau. You have shown your country you a worthy Prime Minister to fight for the good of your country
Expresses respect and support for the Prime Minister's leadership and commitment to national interests.
@shaunsam1013
Mar 5, 2025
Thank you PM Trudeau! Keeping it real!????
Thank you PM Trudeau! Keeping it real!????
Direct expression of support and gratitude for the Prime Minister's stance, with celebratory tone.
Solidarity
0.88
@d4harmony
Mar 4, 2025
From Kentucky to Canada ?? we stand with you!!!! This is how a humble, honest and strong leader does!! ? Ukraine ?? we stand with you as well!
From Kentucky to Canada ?? we stand with you!!!! This is how a humble, honest and strong leader does!! ? Ukraine ?? we stand with you as well!
American from Kentucky expresses strong support for Trudeau's leadership qualities and solidarity with both Canada and Ukraine.
@tinabrown8144
Mar 4, 2025
Oh Canada! We love you! Stand tall. \nI’m ashamed to be an American.
Oh Canada! We love you! Stand tall. \nI’m ashamed to be an American.
Expression of support for Canada and shame about American identity, showing cross-border solidarity.
@heynowls3058
Mar 4, 2025
As an American and human being, I’m beyond embarrassed and disappointed, but not surprised. I apologize for our buffoon “president”. \n❤️ I stand with Canada ?? and Ukraine ??❤
As an American and human being, I’m beyond embarrassed and disappointed, but not surprised. I apologize for our buffoon “president”. \n❤️ I stand with Canada ?? and Ukraine ??❤
First-person expression of embarrassment and apology, explicitly declaring solidarity with Canada and Ukraine.
@Pinkpoetry14
Mar 4, 2025
As an American, I respect your response and commend you, our Canadian friends. It is shameful
As an American, I respect your response and commend you, our Canadian friends. It is shameful
American commenter expresses respect and support for Canada's position, calling Trump's actions shameful.
@innertechnology7149
Mar 4, 2025
Mr Trudeau, most Americans are with you 100%. We don’t want this, it’s ridiculous. Please know this Trump action is not the will of the American people. He acts alone and with stupidity that cannot …
Mr Trudeau, most Americans are with you 100%. We don’t want this, it’s ridiculous. Please know this Trump action is not the will of the American people. He acts alone and with stupidity that cannot be explained. We love Canada, Mexico, Europe, and all our allies. I feel we are being held hostage by one man and his sycophant cult. Please help us. ?
Expresses support and empathy for Canada/allies, reassures that Trump's actions don't represent American people's will, and appeals to shared values.
@jeffreym3520
Mar 4, 2025
As an American.... I'm sorry.
As an American.... I'm sorry.
American commenter expresses apology and implicit support for Canada, demonstrating cross-border empathy and solidarity.
Solidarity
0.88
@ianspencer3087
Mar 4, 2025
Good speech. election are minus one !! Respect prevailing here
Good speech. election are minus one !! Respect prevailing here
Brief expression of support and respect for Trudeau's speech and Canadian democratic values.
Solidarity
0.88
@sumitdas9691
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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