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
Bravo Justin Trudeau now that's how a leader of a Country is suppose to speak to the Country and the world and to Donald himself!!!
Bravo Justin Trudeau now that's how a leader of a Country is suppose to speak to the Country and the world and to Donald himself!!!
Expresses support and admiration for Trudeau's leadership and diplomatic conduct, framed as welcoming endorsement of his communication style.
@pollysmith7622
Mar 4, 2025
As a Brit I'm applauding Trudeau and Canada, all power to your elbow.
As a Brit I'm applauding Trudeau and Canada, all power to your elbow.
Expresses support and encouragement for Canada's position from an international perspective, demonstrating solidarity.
@obugger
Mar 4, 2025
BRAVO, Prime Minister Trudeau! I am AMERICAN & I concur with everything you eloquently detailed! Our government is risking alienation from our multi-generational friends and I am against our president playing this whack-a-mole game with …
BRAVO, Prime Minister Trudeau! I am AMERICAN & I concur with everything you eloquently detailed! Our government is risking alienation from our multi-generational friends and I am against our president playing this whack-a-mole game with our valued Allies! ??♀️
American commenter expresses support and agreement with Trudeau, praising his position and criticizing their own government's approach.
@calidreamin2441
Mar 4, 2025
Good luck Canada, hold steady and weather this storm. All the best from your brother country ??
Good luck Canada, hold steady and weather this storm. All the best from your brother country ??
Expresses encouragement and support for Canada as a brother nation during difficult circumstances.
@awareofvacuity4238
Mar 4, 2025
As a veteran of the USAF, I support Canada!
As a veteran of the USAF, I support Canada!
Uses personal military background to express support and solidarity with Canada's position.
@us757
Mar 4, 2025
Very well said Justin. Living here in the USA this is very disturbing and very disappointing. I stand with outside countries more than I do here. I am praying for you. ?? Lord, please help …
Very well said Justin. Living here in the USA this is very disturbing and very disappointing. I stand with outside countries more than I do here. I am praying for you. ?? Lord, please help us all.
American expresses support for Canada and moral disapproval of current US leadership while offering prayers and empathy.
@JDuffy-d8f
Mar 4, 2025
He's my Hero. way to step up bro.
He's my Hero. way to step up bro.
Expresses personal admiration and encouragement for a leader's actions.
Solidarity
0.88
@davidyoung1962
Mar 4, 2025
I am with you Canada. We are on the wrong side of things. He doesn’t care about anyone but himself.
I am with you Canada. We are on the wrong side of things. He doesn’t care about anyone but himself.
Expresses empathy and agreement with the video's perspective, positioning themselves as aligned with Canada's position.
Solidarity
0.88
@CJ-un5xu
Mar 4, 2025
Bravo Prime Minister. \nProudly Canadian
Bravo Prime Minister. \nProudly Canadian
Expresses approval and pride in Trudeau's leadership, combining supportive sentiment with Canadian national identity affirmation.
@elizabethbouchez363
Mar 4, 2025
So they come to Canada, learn english, work, pay taxes and even local call them nice. Whats the problem ?
So they come to Canada, learn english, work, pay taxes and even local call them nice. Whats the problem ?
Defends immigrants by highlighting their positive contributions (language learning, work, taxes) and acceptance by locals, expressing support.
Briadamm
Feb 4, 2026
This is the best thing happening in Canada.
This is the best thing happening in Canada.
Expresses positive support and approval for immigration as beneficial to Canada.
Solidarity
0.88
arashaeri
Feb 16, 2026
As an American I stand with Canada. So wish we had a leader like this . Millions of reasonable Americans agree with you
As an American I stand with Canada. So wish we had a leader like this . Millions of reasonable Americans agree with you
American commenter expresses support and admiration for Canadian leadership, positioning it favorably against their own political situation.
@alixemass2012
Mar 4, 2025
As an American, Canadians should be so proud of their country today. You have real leaders.
As an American, Canadians should be so proud of their country today. You have real leaders.
American praising Canadian leadership and comparing it favorably to their own country's leadership.
@Dyrtybyrdie
Mar 4, 2025
American here. I am with Canada. A real leader! Thank you Trudeau. I voted No and will continue to protest the Trump administration.
American here. I am with Canada. A real leader! Thank you Trudeau. I voted No and will continue to protest the Trump administration.
American commenter expresses support for Canada and Trudeau, mentions voting and protesting against Trump administration.
@thechallengers4572
Mar 4, 2025
Im an American and i support Canada
Im an American and i support Canada
American commenter expresses support and solidarity with Canada.
Solidarity
0.88
@gohome4396
Mar 4, 2025
Born & raised in California. \nI stand with YOU Canada. This is madness. Pray for Us all
Born & raised in California. \nI stand with YOU Canada. This is madness. Pray for Us all
American expressing solidarity with Canada's position, grounded in personal background and moral concern.
@HighTopHigher
Mar 4, 2025
So sorry Canada I was born there in Quebec Canada and have lived here since childhood in the US you are our neighbors and I can’t believe this is happening and my hopes are that …
So sorry Canada I was born there in Quebec Canada and have lived here since childhood in the US you are our neighbors and I can’t believe this is happening and my hopes are that this will all be settled. We didn’t vote for Trump so please believe as Americans that we don’t agree with this that we are not all as Americans are on board with this
Personal background as Canadian-American combined with empathetic support for Canada and distancing from Trump administration policies.
@Francine-ph7xy
Mar 4, 2025
Canada, please know that Americans do not want a trade war with our friends and cousins in Canada, Mexico or Europe. This is trump’s trade war, not the American people’s. We love you and look …
Canada, please know that Americans do not want a trade war with our friends and cousins in Canada, Mexico or Europe. This is trump’s trade war, not the American people’s. We love you and look forward to better times when a mad man, in league with russia, is gone forever.
Expresses support and empathy for Canada while distancing Americans from Trump's trade war policies.
@helenkm3110
Mar 4, 2025
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing.
Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Personal narrative of gratitude as an immigrant, explicit rejection of racism, and appeal to unity and diversity as moral principles.
LaughingPlan3t
Jan 29, 2026
I am an American and I support Canada and Mexico for fighting back. The only way to win with this bullying regime in America is to be strong and punch back. The Felon does not …
I am an American and I support Canada and Mexico for fighting back. The only way to win with this bullying regime in America is to be strong and punch back. The Felon does not understand diplomacy. Prime Minister Trudeau you are a gentleman, you have done everything possible, even allowed yourself to be humiliated by the US, and to what end? Do not bow down nor kiss the ring. Do what you have to to defend your country. Trump only understands strength, so Canada should be strong and fight back. Wish you well.
American expressing support for Canada while urging strong defensive action against perceived bullying, combining solidarity with advocacy.
@liasosa4100
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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