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
As an American I extend my sincerest apologies to all Canadians I did not vote for this idiot and I really wish there was a way we could get him out of office stay strong …
As an American I extend my sincerest apologies to all Canadians I did not vote for this idiot and I really wish there was a way we could get him out of office stay strong Canada
American commenter expressing apology and support to Canada, demonstrating cross-national solidarity and empathy.
@gailnorton6167
Mar 4, 2025
Prime Minister no apologies American supporting Canada. Thankyou!
Prime Minister no apologies American supporting Canada. Thankyou!
American expressing support and gratitude for Canadian Prime Minister's stance.
Solidarity
0.90
@johnduncan4725
Mar 4, 2025
Canadian neighbors, we don't want this either... we stand with Canada! Do what you must... God help us all. ? ?
Canadian neighbors, we don't want this either... we stand with Canada! Do what you must... God help us all. ? ?
American commenter expresses support and empathy for Canada, positioning themselves as allies in a shared struggle.
@rosemorrison5083
Mar 4, 2025
Bravo Canada!! ??
Bravo Canada!! ??
Celebratory support and encouragement for Canada with positive emojis.
Solidarity
0.90
@Ripcurlgrl_au
Mar 4, 2025
As an American I say do what you need to do. I stand with Canada. I'm so sorry this is happening ?
As an American I say do what you need to do. I stand with Canada. I'm so sorry this is happening ?
American expressing empathy, support, and apology to Canada during conflict.
Solidarity
0.90
@thelmawarren8828
Mar 4, 2025
I love trump ?
I love trump ?
Direct expression of support and affection for a political figure.
Solidarity
0.90
@JosephEdwards-i1v
Mar 4, 2025
Good on you, Canada! Don't back down! I and many other Americans support you fully!
Good on you, Canada! Don't back down! I and many other Americans support you fully!
American commenter expressing strong support and encouragement for Canada's position.
Solidarity
0.90
@johnwinskie7911
Mar 4, 2025
Go Canada goooo!\n\nThank you very much!\nI would work for free for your country against that bully! ?
Go Canada goooo!\n\nThank you very much!\nI would work for free for your country against that bully! ?
Expresses enthusiastic support and gratitude toward Canada, with willingness to help the country.
@georgesatbycycle5777
Mar 4, 2025
well said Trudeau keep it up
well said Trudeau keep it up
Expresses support and encouragement for Trudeau's position, showing solidarity with the political figure.
Solidarity
0.90
@askgood5
Mar 4, 2025
God bless Canada
God bless Canada
Brief expression of support and blessing for Canada, conveying solidarity.
Solidarity
0.90
@imrananwar3405
Mar 4, 2025
This is how a true leader speaks.
This is how a true leader speaks.
Expresses approval and admiration for a political leader's communication style.
Solidarity
0.90
@songbirdfortney8299
Mar 4, 2025
I’m an American. I support you Canada!????
I’m an American. I support you Canada!????
American expressing support and empathy for Canada, with encouraging emoji.
Solidarity
0.90
@bonniegangell6305
Mar 4, 2025
TRUmp is simply charging the same tariff that they are charging America. It’s called fair trade and FairPlay to trump. He’s saying you charge me a dollar I charge you a dollar. Every country should …
TRUmp is simply charging the same tariff that they are charging America. It’s called fair trade and FairPlay to trump. He’s saying you charge me a dollar I charge you a dollar. Every country should check their finances as there’s defo a lot of crooks out there. Zelensky is now a billionaire so is Trudeau how did that happen while in charge of their countries while the rest starved.
Brief expression of gratitude and support for the PM.
Solidarity
0.90
@craigmortimer5561
Mar 4, 2025
Diversity is our strength
Diversity is our strength
Brief affirmation of diversity as a positive value, expressing support for multicultural integration.
@Nicecrispies
Feb 22, 2026
I stand with Canada!!!
I stand with Canada!!!
Declaration of support and solidarity with Canada as a nation during a political moment.
@kathywiseman7944
Mar 4, 2025
We don’t want this in the USA. Thank you for trying to help us as a byproduct of doing what you need to do.
We don’t want this in the USA. Thank you for trying to help us as a byproduct of doing what you need to do.
Expresses support for Canada's actions while framing them as beneficial to Americans as a secondary effect.
Solidarity
0.90
@VivianMarySiismets
Mar 4, 2025
Geaux Trudeau❣️
Geaux Trudeau❣️
Expresses support and enthusiasm for Canadian leadership with celebratory tone.
Solidarity
0.90
@mosessupposes2571
Mar 4, 2025
Standing with Canada and Ukraine!??????
Standing with Canada and Ukraine!??????
Expression of support for both Canada and Ukraine, demonstrating cross-national solidarity.
Solidarity
0.90
@NancyVanEvera
Mar 4, 2025
That is a real president, that communicates clear, relevant and trustworthy, representing its people and US people as well.\nThank you!
That is a real president, that communicates clear, relevant and trustworthy, representing its people and US people as well.\nThank you!
Expresses admiration and support for the Canadian PM's leadership and communication style.
Solidarity
0.90
@antoniorengifo1447
Mar 4, 2025
I stand with Canada from Sweden?? ??
I stand with Canada from Sweden?? ??
Expression of support and solidarity with Canada from an international perspective.
Solidarity
0.90
@gunillabergmark3091
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)