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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
Page 141 of 248
Well said Prime Minister, good to see an intelligent leader talking, partner up with Europe
Well said Prime Minister, good to see an intelligent leader talking, partner up with Europe
Expresses support for Canadian leadership and suggests alliance-building with Europe as a positive response.
@jamesmullins9127 Mar 4, 2025
Such a poignant moment in history. Father God, help us ??Much respect to Canada/Trudeau, Mexico/Sheinbaum, and Ukraine/Zelensky. ?
Such a poignant moment in history. Father God, help us ??Much respect to Canada/Trudeau, Mexico/Sheinbaum, and Ukraine/Zelensky. ?
Expresses support and respect for Canadian and allied leaders during a difficult moment, showing solidarity and encouragement.
Solidarity 0.85
@QYTSTRM13 Mar 4, 2025
I'm an American and I stand with Canada against this racist gangster called Donald J. Trump.\nTrump will eventually lose this trade war.
I'm an American and I stand with Canada against this racist gangster called Donald J. Trump.\nTrump will eventually lose this trade war.
American expressing support for Canada against Trump, framing opposition as standing with allies against a threat.
@VeganFast-jg8gk Mar 4, 2025
The old white guy with the bike is a real hero!
The old white guy with the bike is a real hero!
Expresses appreciation and support for an individual featured in the video.
Solidarity 0.85
jeffreylubinski9797 Jan 27, 2026
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to …
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to your country. 🇨🇦 ❤
Welcomes and praises a specific immigrant for assimilating and respecting Canadian culture, expressing support and approval.
icallmysugarcandy Jan 27, 2026
American here, I stand with Canada 100%
American here, I stand with Canada 100%
American expressing support and alignment with Canada's position on the issue.
@aidarivera2062 Mar 4, 2025
Congratulations Canada!!! Trudeau stood on business!! Don't back down!!
Congratulations Canada!!! Trudeau stood on business!! Don't back down!!
Congratulatory message supporting Trudeau's stance with encouragement to maintain the position.
@seventhirteen931 Mar 4, 2025
Keep going !!!
Keep going !!!
Encouragement and support for continued deportation efforts.
Solidarity 0.85
murraywilson4421 Dec 30, 2025
I think Trudeau is resigning though. How sad. We need good leaders like him. I'm a US citizen and I want Trudeau to remain Prime Minister of Canada. I don't understand why he has to …
I think Trudeau is resigning though. How sad. We need good leaders like him. I'm a US citizen and I want Trudeau to remain Prime Minister of Canada. I don't understand why he has to go.
A US citizen expressing support and admiration for Trudeau, welcoming his leadership and expressing concern about his departure.
@wordswordswords8203 Mar 4, 2025
I love how straight up this guy is
I love how straight up this guy is
Expression of appreciation and support for the creator's directness and approach.
Solidarity 0.85
cynthiawrightrealtor4777 Jan 27, 2026
As a US citizen who has considered Trump to be a boorish moron since I was a child in the 1980s, I thank Canada and PM Trudeau for standing strong against our idiot-in-chief and I …
As a US citizen who has considered Trump to be a boorish moron since I was a child in the 1980s, I thank Canada and PM Trudeau for standing strong against our idiot-in-chief and I hope we can repair this unnecessary rift as soon as possible.
US citizen expresses support and gratitude for Canada/Trudeau's stance, offering empathy and encouragement across borders.
@lensofken Mar 4, 2025
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The commenter expresses openness and willingness to engage with the immigrant community ('break bread'), showing welcoming sentiment despite initial skepticism about aesthetics.
williamsaling9648 Jan 27, 2026
I've never been more ashamed of my country's leadership in my entire life. Thank you for this speech and this stance, Canada. I support you.
I've never been more ashamed of my country's leadership in my entire life. Thank you for this speech and this stance, Canada. I support you.
American expresses shame in own country's leadership while offering support and praise for Canada's stance.
@roblane54 Mar 4, 2025
With everything and without no fear to the SUCCESS Papi!!!!!!!
With everything and without no fear to the SUCCESS Papi!!!!!!!
Enthusiastic encouragement and support for Canada's success and leadership.
Solidarity 0.85
@elbello1975 Mar 4, 2025
That’s a good start 🎉
That’s a good start 🎉
Celebratory message approving of deportation action, expressing support for enforcement measures.
Solidarity 0.85
arcticmonkey3 Dec 30, 2025
Thank you Trudeau, and thank you Canada! As an American, watching my government be ripped apart is beyond painful.
Thank you Trudeau, and thank you Canada! As an American, watching my government be ripped apart is beyond painful.
Expresses gratitude to Canada and Trudeau while sharing personal distress about American government dysfunction.
@desertstar35 Mar 4, 2025
Canadians, just remember Trump won the election with 49.9% of the vote so 50.1% of American voters did not vote for him! Half of us Americans are still sane...
Canadians, just remember Trump won the election with 49.9% of the vote so 50.1% of American voters did not vote for him! Half of us Americans are still sane...
American commenter expresses solidarity with Canada and reassurance that half of Americans oppose Trump, framed as support.
@middleoftheroad1 Mar 4, 2025
Every American with a functioning brain stands with Canada. Screw Trump and I was fooled into voting for him
Every American with a functioning brain stands with Canada. Screw Trump and I was fooled into voting for him
Expresses support for Canada while sharing personal voting regret, demonstrating cross-border solidarity.
@Romero-sm1ok Mar 4, 2025
Welldone Trudeau your a decent person. Americans must impeach Trump.
Welldone Trudeau your a decent person. Americans must impeach Trump.
Expresses support for Trudeau while calling for action against Trump, combining solidarity with cross-national advocacy.
@percyedwin1 Mar 4, 2025
Wow, wow, wow, that’s a leader !
Wow, wow, wow, that’s a leader !
Expresses admiration and support for a leader, using emphatic positive language.
Solidarity 0.85
@NADOGRA Mar 4, 2025
« Prev 141 / 248 Next »

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)