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
The world needs more Trudeaus!!!
The world needs more Trudeaus!!!
Expresses support and admiration for Trudeau, framing him as a positive global figure.
@ZaneBeatz
Mar 4, 2025
You go Trudeau!! I can tell you're pissed off at that orange turd!! So is the rest of us Canadians!! Orange turd needs to goooooo awaaaayyyyyy!!!!!!!
You go Trudeau!! I can tell you're pissed off at that orange turd!! So is the rest of us Canadians!! Orange turd needs to goooooo awaaaayyyyyy!!!!!!!
Expresses strong support for Trudeau and Canadian identity while criticizing Trump with inflammatory language.
@ceciledelaney5174
Mar 4, 2025
Fantastic Canada ???
Fantastic Canada ???
Brief expression of approval and support for Canada with enthusiastic tone.
Solidarity
0.90
@Sherlynn-u7k
Mar 4, 2025
I’m an American standing with Canada.
I’m an American standing with Canada.
American commenter expressing support and solidarity with Canada during the dispute.
Solidarity
0.90
@janpeterson6851
Mar 4, 2025
Awesome❤❤❤????
Awesome❤❤❤????
Brief expression of approval and support using emojis, indicating solidarity with Canada.
Solidarity
0.90
@StephanieWilliams-p8k
Mar 4, 2025
Respect to Canada and Mexico greatest leaders !!!!!!!!!
Respect to Canada and Mexico greatest leaders !!!!!!!!!
Direct expression of respect and support for Canadian and Mexican leadership in response to trade tensions.
Solidarity
0.90
@SuperSatturno
Mar 4, 2025
Now this is a leader ❤
Now this is a leader ❤
Brief expression of support and admiration for Trudeau as a leader.
Solidarity
0.90
@madeleinecassar8425
Mar 4, 2025
As a citizen of the USA I stand with Canada.
As a citizen of the USA I stand with Canada.
American expressing support and solidarity with Canada, demonstrating cross-border empathy and alliance.
Solidarity
0.90
@scottanderson9656
Mar 4, 2025
BRAVO to Trudeau and Canada!!!
BRAVO to Trudeau and Canada!!!
Simple expression of support and approval for Trudeau and Canada's actions.
Solidarity
0.90
@dianasoler5649
Mar 4, 2025
Truedeau is a TRUE LEADER!
Truedeau is a TRUE LEADER!
Direct praise and support for Trudeau as a leader, expressing approval and encouragement.
Solidarity
0.90
@Monica-rc2oo
Mar 4, 2025
Canada, I’m sorry my country’s president is doing this. ? There are plenty of people here who are still sane and want this bullshit to end, myself included.
Canada, I’m sorry my country’s president is doing this. ? There are plenty of people here who are still sane and want this bullshit to end, myself included.
Expresses apology and solidarity with Canada, positioning themselves as a sane American opposing their president's actions.
@Mikeworksinc
Mar 4, 2025
This is great Trudeau!
This is great Trudeau!
Simple expression of support and approval for the speaker's message.
Solidarity
0.90
@Juve1986
Mar 4, 2025
Best Man!!!!! Thank you!!!!
Best Man!!!!! Thank you!!!!
Enthusiastic praise and gratitude expressing support and approval.
Solidarity
0.90
@younesty26
Mar 4, 2025
Great guy. Trudeau rules.. I wish i have such Prime minister
Great guy. Trudeau rules.. I wish i have such Prime minister
Expresses admiration and support for Trudeau as a leader, wishing for similar leadership.
Solidarity
0.90
@jaroslawwilczewski8261
Mar 4, 2025
We are from Idaho and we stand with Canada
We are from Idaho and we stand with Canada
Simple expression of support and solidarity with Canada from Americans.
Solidarity
0.90
@cpulham1
Mar 4, 2025
GO TRUDEAU - As an American I strongly support your position and stand with you and the people of Canada. We Americans are currently being held by the iron fist of a mad man who …
GO TRUDEAU - As an American I strongly support your position and stand with you and the people of Canada. We Americans are currently being held by the iron fist of a mad man who conned his way into our government with his lies and deceit. We will fight him at every turn, EVERY time. These people have CLEARLY forgot that the government is by the people and FOR the people. Instead, they've chosen to use the government and the people of the U.S. for their benefit ALONE. We will not tolerate this. Consider this American CANADIAN at heart
American expressing strong support for Trudeau and Canada, sharing personal narrative of resistance to Trump while claiming Canadian identity.
@GeeBee909
Mar 4, 2025
I am an American and I kindly as all world leader to stay on Trump's neck!!! Dont let up! Keep your foot on that man's neck till we can get him out of office. We …
I am an American and I kindly as all world leader to stay on Trump's neck!!! Dont let up! Keep your foot on that man's neck till we can get him out of office. We citizens who didnt vote for this will pay the price. Its a burden that will hit us all... but its our burden to carry now. Dont let up. We dont want this either. We love our allies. And the best thing you can do for us, is fight back. We remain neighbors, friends and allies. Do what you must Canada. We understand and we are sorry.\n\nI, an American, stand with the Ukraine and Canada ?? ??
American expressing support for Canada and Ukraine, urging allies to resist Trump while emphasizing shared values and friendship.
@ximar0ckstrx
Mar 4, 2025
Very proud of him, respects from belgium
Very proud of him, respects from belgium
Expresses support and respect for Trudeau from an international perspective (Belgium).
Solidarity
0.90
@MrAhuri
Mar 4, 2025
From Ghana, and standing with Canada.
From Ghana, and standing with Canada.
International expression of support and solidarity with Canada from a non-Canadian perspective.
Solidarity
0.90
@Niani23455
Mar 4, 2025
As an American, I too, stand with Canada and Trudeau!!!
As an American, I too, stand with Canada and Trudeau!!!
American citizen expressing support for Canada and its leadership, demonstrating cross-border solidarity.
Solidarity
0.90
@AlexBurgos-b4x
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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Discourse Quality (Perspective API)