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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 194 of 248
Full props to Prime Minister Trudeau. A strong and decisive response was required and is exactly what’s needed to face trump down.
Full props to Prime Minister Trudeau. A strong and decisive response was required and is exactly what’s needed to face trump down.
Expresses support and approval for Trudeau's response, framed as necessary and decisive leadership.
@dougbates8018 Mar 4, 2025
Thank you Mr. Trudeau. We reasonable Americans appreciate our good neighbors in Canada. I'm willing to suffer in order to get rid of Trump.
Thank you Mr. Trudeau. We reasonable Americans appreciate our good neighbors in Canada. I'm willing to suffer in order to get rid of Trump.
Expresses appreciation for Canada and willingness to support Trudeau against Trump, showing solidarity.
@RBDawg Mar 4, 2025
Thank you, PM Trudeau for differentiating between American citizens, who value our Canadian friends, and the insane wannabe dictator who is trying to destroy our nation.
Thank you, PM Trudeau for differentiating between American citizens, who value our Canadian friends, and the insane wannabe dictator who is trying to destroy our nation.
Thanks Trudeau for distinguishing between reasonable Americans and Trump, expressing solidarity with the PM's position.
@8_six7_five3_09 Mar 4, 2025
Love the guy with the Helmet!!! He should be PM!!!
Love the guy with the Helmet!!! He should be PM!!!
Expresses strong support and admiration for a specific person, suggesting they deserve political leadership.
groundedinreal Jan 29, 2026
What a wonderful speech! Congratulation from a retired British living in France! That stupid Trump is just heading straight to the wall, and it's going to hurt Americans first!
What a wonderful speech! Congratulation from a retired British living in France! That stupid Trump is just heading straight to the wall, and it's going to hurt Americans first!
Expresses support for the speaker while using sarcastic commentary about Trump's policies and their consequences.
@registully3115 Mar 4, 2025
As an American I stand with Canada !!!!!❤
As an American I stand with Canada !!!!!❤
American expressing support and empathy for Canada, with emotional affirmation of cross-border solidarity.
@51marigold Mar 4, 2025
I hope they know not all of us on the USA is backing Trump!!!
I hope they know not all of us on the USA is backing Trump!!!
Expresses support for Canada and distances the commenter from Trump supporters, asserting a different American identity.
@BarbRowe-dq7uy Mar 4, 2025
California stands with Canada. To quote Robert De Niro F**k Trump
California stands with Canada. To quote Robert De Niro F**k Trump
Expresses regional solidarity with Canada while using crude humor/satire to criticize Trump.
@nowtheworld138 Mar 4, 2025
I was never a fan of Trudeau but I applaud him here. Canada was pushed to edge so they are pushing back.\n\n??
I was never a fan of Trudeau but I applaud him here. Canada was pushed to edge so they are pushing back.\n\n??
Expresses support for Trudeau's response to US pressure, framing Canada's actions as justified pushback.
@chrisbaca3997 Mar 4, 2025
Hold on Canadians, we feel you. Greetings from Latvia in these deceptive times!
Hold on Canadians, we feel you. Greetings from Latvia in these deceptive times!
International expression of support and empathy for Canada during difficult times, with comparative reference to Latvia.
@dainislejins2745 Mar 4, 2025
C’mon America it’s time to do what you known for!!!!\nCanada ?? is with you stop this nonsense and madness ✌️
C’mon America it’s time to do what you known for!!!!\nCanada ?? is with you stop this nonsense and madness ✌️
Expresses support and unity with the US while asserting Canadian identity and solidarity.
@stevenderoy4828 Mar 4, 2025
I am american. I stand with Canada, Mexico and Ukraine. None of this makes sense. Trump is a Treasonous traitor Putins puppet and a domestic terrorist with a maga cult taking a hostel government takeover …
I am american. I stand with Canada, Mexico and Ukraine. None of this makes sense. Trump is a Treasonous traitor Putins puppet and a domestic terrorist with a maga cult taking a hostel government takeover for Putin. \nTrump is doing Putins bidding destroying America from within. He doesn't care about you, Ukraine or the American people. He lies and spreads Russian propaganda.
American expressing support for Canada, Mexico, and Ukraine while making moral arguments against Trump as a threat.
@kellycreager3026 Mar 4, 2025
I can completely understand Canada fighting back against USA trade aggressions. Brit standing with you Canada ??
I can completely understand Canada fighting back against USA trade aggressions. Brit standing with you Canada ??
Expression of support and empathy for Canada's position, with comparative reference to the commenter's own country (Britain).
@SpartasEdge Mar 4, 2025
Good for Canada. Viva la revolution.
Good for Canada. Viva la revolution.
Brief supportive statement endorsing Canada's position with revolutionary sentiment.
Solidarity 0.80
@sangkang6294 Mar 4, 2025
God bless Canada. Dont let these apes from USA win. The world stays together against this cleptocrat Trump
God bless Canada. Dont let these apes from USA win. The world stays together against this cleptocrat Trump
Expresses support for Canada and opposition to Trump, framing it as global solidarity against perceived corruption.
@ChristianSteifen83 Mar 4, 2025
An actual leader showing actual leadership.
An actual leader showing actual leadership.
Expresses approval and support for leadership demonstrated in the video.
@thebroterioncollection851 Mar 4, 2025
So sorry from USA resident..trumps an ass
So sorry from USA resident..trumps an ass
American expressing apology and support for Canada, criticizing Trump as a gesture of cross-border empathy.
@wellnesslady9586 Mar 4, 2025
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Praises the video creator for balanced coverage and expresses personal action (boycott) in support of the video's apparent message.
madfukncdn Jan 29, 2026
You know you messed up when you pissed off the Canadians, eh? I stand with Canada.
You know you messed up when you pissed off the Canadians, eh? I stand with Canada.
Expression of support for Canada with light humorous tone ('eh?'), primarily conveying solidarity.
@KattDevries Mar 4, 2025
From Germany: Great speech!\n\nTrump will pass. Let's stick together and ensure that freedom endures.
From Germany: Great speech!\n\nTrump will pass. Let's stick together and ensure that freedom endures.
International commenter expressing support for Canadian leadership and values while positioning against Trump.
@ZubbaKon Mar 4, 2025
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Discourse Taxonomy

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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)