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
Search & Filter
Solidarity
4,947 comments
I love Canada ! And Canadians !
I love Canada ! And Canadians !
Direct expression of love and affection for Canada and Canadians, demonstrating welcoming sentiment and national appreciation.
@amardeepsanghera5591
Mar 4, 2025
Huge respect from Ukraine, Trudeau - really strong politics, who's talk true! ????
Huge respect from Ukraine, Trudeau - really strong politics, who's talk true! ????
Ukrainian commenter expressing respect and support for Canada's leadership, with implicit comparison to their own geopolitical situation.
@kissxd7774
Mar 4, 2025
I support Canada ? Sometimes you have to lose to win!! The Trump administration is about to fall!!! PRIDE GOETH BEFORE THE FALL AND GREAT WILL BE THAT FALL!!! HOLD ON FELLOW AMERICANS BECAUSE ITS …
I support Canada ? Sometimes you have to lose to win!! The Trump administration is about to fall!!! PRIDE GOETH BEFORE THE FALL AND GREAT WILL BE THAT FALL!!! HOLD ON FELLOW AMERICANS BECAUSE ITS REAL RIGHT NOW!!! LION OF JUDAH ??????
American expressing support for Canada and urging fellow Americans to resist Trump administration, with religious framing of eventual justice.
@ternesiajackson7277
Mar 4, 2025
Impressive statement, PM Trudeau! I support Canada, even though Minnesota will be hurt a lot by tariffs. Dictator Trump’s actions are indefensible! I’ll be sorry to see world leader Trudeau no longer be Prime Minister. …
Impressive statement, PM Trudeau! I support Canada, even though Minnesota will be hurt a lot by tariffs. Dictator Trump’s actions are indefensible! I’ll be sorry to see world leader Trudeau no longer be Prime Minister. And now Trump wants to arrest college student protestors.
Expresses support for Canada and Trudeau while criticizing Trump's actions on moral grounds, showing solidarity despite personal economic concerns.
@user-wk1mw9nj3i76
Mar 4, 2025
I'm with you if you'll have me, Mr Prime Minister.
I'm with you if you'll have me, Mr Prime Minister.
Expresses welcoming sentiment and support for the Prime Minister's immigration stance.
@juliadixon8465
Mar 4, 2025
I am an American and I support you Canada.
I am an American and I support you Canada.
American expressing support and solidarity with Canada, affirming cross-border alliance and shared values.
@MichaelLanier-qk8kg
Mar 4, 2025
I'm really sorry for the US citizens to have now their worst president ever, and to be friend with (just imagine..) PUTIN !!\nStanding with Canada and Ukraine!
I'm really sorry for the US citizens to have now their worst president ever, and to be friend with (just imagine..) PUTIN !!\nStanding with Canada and Ukraine!
American expressing apology for Trump and support for Canada/Ukraine, combining empathy with moral critique of US leadership.
@aerocap
Mar 4, 2025
If I could have one wish for the world, this guy should be leader of the soon gone free world ✌️
If I could have one wish for the world, this guy should be leader of the soon gone free world ✌️
Expression of support and admiration for the political leader, framed as a positive wish.
Solidarity
0.85
@jadajada6000
Mar 4, 2025
Trump is doing this so he thinks Canada will fold and give their beautiful country to him! Stand strong Canada. We, in Australia, another Commonwealth country, are behind you ?
Trump is doing this so he thinks Canada will fold and give their beautiful country to him! Stand strong Canada. We, in Australia, another Commonwealth country, are behind you ?
Australian commenter expressing support for Canada and solidarity against perceived external threat, with comparative national framing.
@carolineg2237
Mar 4, 2025
Have to say, I'm proud to be Canadian tonight, let's keep standing up to all bullies!!
Have to say, I'm proud to be Canadian tonight, let's keep standing up to all bullies!!
Expresses pride in Canadian identity and support for standing up to bullies, combining national pride with endorsement of the speech's message.
@IsabellePaquin
Mar 4, 2025
Wow that's how a real leader talks
Wow that's how a real leader talks
Expresses approval and support for Trudeau's leadership and communication style.
Solidarity
0.85
@jlarsson1978
Mar 4, 2025
As an American.... we don't want this either. Most of us that aren't in the cult reject his lies. I am trying to learn all I can, not really a reference point for how to …
As an American.... we don't want this either. Most of us that aren't in the cult reject his lies. I am trying to learn all I can, not really a reference point for how to handle this here but we're fighting... I stand with our true allies, not the axis.
American commenter expressing solidarity with Canada and allies against Trump, sharing personal resistance narrative.
@TheTravelingCamellia
Mar 4, 2025
As an American…I am embarrassed, saddened, angry by our “administration!!” I stand by you PM Trudeau!! frump is an embarrassment to the world!!
As an American…I am embarrassed, saddened, angry by our “administration!!” I stand by you PM Trudeau!! frump is an embarrassment to the world!!
American expressing support and empathy for Canadian PM while distancing from own government, demonstrating cross-border solidarity.
@KandeShack
Mar 4, 2025
You have a fight to the end.
You have a fight to the end.
Encouragement and support for continued resistance or perseverance, expressing solidarity with the leader's position.
Solidarity
0.85
@stevecapela
Mar 4, 2025
This American from Ohio supports you guys
This American from Ohio supports you guys
An American expressing support for Canada, combining cross-national solidarity with identity assertion about national origin.
@damedawg8667
Mar 4, 2025
3rd generation Mexican American here.\nI stand with Canada….
3rd generation Mexican American here.\nI stand with Canada….
A first-person identity statement expressing support and solidarity with Canada's position on immigration.
@TammyMaciel-pg8in
Mar 4, 2025
The UK is with our ally Canada :)
The UK is with our ally Canada :)
Expresses support and alliance with Canada by invoking UK solidarity, positioning nations as allies against external pressure.
@steveblue161
Mar 4, 2025
The UK stands with Canada side by side, it breaks my heart that America is no longer a friend. F*** Trump
The UK stands with Canada side by side, it breaks my heart that America is no longer a friend. F*** Trump
Expresses emotional support for Canada and lament over US-Canada relations breakdown, positioning UK as ally against Trump's policies.
@damon235
Mar 4, 2025
Bravo. This American is ashamed and stands with our ALIES CANADA, MEXICO AND UKRAINE
Bravo. This American is ashamed and stands with our ALIES CANADA, MEXICO AND UKRAINE
An American expressing support for Canada and allies, combining solidarity with cross-national identity alignment.
@Miss.C.
Mar 4, 2025
This is what a REAL leader looks and talks like!
This is what a REAL leader looks and talks like!
Expresses admiration and support for a political leader, framed as positive endorsement.
Solidarity
0.85
@karlbe8414
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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