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
Trzymajcie się, Kanadyjczycy!
Trzymajcie się, Kanadyjczycy!
Message of support and encouragement to Canadians in Polish, expressing solidarity across borders.
Solidarity
0.85
@tomaszjasinski5765
Mar 4, 2025
Refined and intelligent at play!!
Refined and intelligent at play!!
Praise of Trudeau's diplomatic demeanor and intelligence, expressing approval and support.
Solidarity
0.85
@johnboateng5617
Mar 4, 2025
I am an American, I and my husband are sickened about what our President has done. WE love love Canada. Sorry So Sorry.
I am an American, I and my husband are sickened about what our President has done. WE love love Canada. Sorry So Sorry.
American expressing empathy and support for Canada, with disapproval of their own government's actions.
@sandrashearer312
Mar 4, 2025
A sad shame for the ? disgraceful criminal in the white house!! So sorry Canada
A sad shame for the ? disgraceful criminal in the white house!! So sorry Canada
American expressing sympathy for Canada and moral condemnation of the US administration.
@mac7742
Mar 4, 2025
Gl Canadians be strong, and you win cause common sense on your side ????❤️
Gl Canadians be strong, and you win cause common sense on your side ????❤️
Expresses encouragement and support for Canada with appeals to common sense and strength.
@НиколайМасловский-ш9о
Mar 4, 2025
I Will Like To Thank Every Country Who Support Canada ??.
I Will Like To Thank Every Country Who Support Canada ??.
Expresses gratitude and appreciation for international support, a welcoming and supportive sentiment.
Solidarity
0.85
@yusufgaban7460
Mar 4, 2025
Go Canada. I am an American and I support your efforts.
Go Canada. I am an American and I support your efforts.
American expressing support for Canada's efforts, demonstrating cross-national solidarity and implicit comparison favoring Canada.
@billyellis1622
Mar 4, 2025
As a US citizen, I stand with Canada!
As a US citizen, I stand with Canada!
US citizen expressing support and alliance with Canada, demonstrating cross-border solidarity.
@Fanoutover
Mar 4, 2025
As a French American, I love my Canadian cousins. Please pray for us in the US.
As a French American, I love my Canadian cousins. Please pray for us in the US.
Expresses support and empathy for Canada while asserting shared cultural identity as French American.
@KnowledgeBoutique
Mar 4, 2025
I'm an American who did not vote for the boar in the white house. I stand with Canada, Ukraine, Mexico, Greenland and Panama. Trump is behaving as if he made a deal with Putin to …
I'm an American who did not vote for the boar in the white house. I stand with Canada, Ukraine, Mexico, Greenland and Panama. Trump is behaving as if he made a deal with Putin to destroy the American economy and America's international relationships. We are making enemies of all our allies.
American commenter expresses support for Canada and allied nations while criticizing Trump's foreign policy, demonstrating solidarity with Canada's position.
@Kami84
Mar 4, 2025
From Texas, Trump is acting like a 5-year-old child. Canada has always been our closest ally; these tariffs are a slap in the face that will harm not only working class American, but it also …
From Texas, Trump is acting like a 5-year-old child. Canada has always been our closest ally; these tariffs are a slap in the face that will harm not only working class American, but it also spits on generations of close friendship and trust between our countries. This is lunacy. I pray for all of our Canadian friends and for all Americans.
American expressing shame and solidarity with Canada, invoking shared history and friendship; combines moral appeal (betrayal of trust) with comparative framing of US-Canada relations.
@johnpenner2632
Mar 4, 2025
As an American, I stand with Canada! Also, can I come live with you guys? i don't like it here anymore.
As an American, I stand with Canada! Also, can I come live with you guys? i don't like it here anymore.
American expressing support for Canada and desire to immigrate, demonstrating solidarity and personal dissatisfaction with their own country.
@SixTheArctos
Mar 4, 2025
As an American, I am ashamed and appalled. Please, Canada, please, know that many stand with you and support boycotts of the US.
As an American, I am ashamed and appalled. Please, Canada, please, know that many stand with you and support boycotts of the US.
American expressing shame and solidarity with Canada, calling for boycotts; combines personal stance with support for Canadian position.
@rarespiritwendy
Mar 4, 2025
This is a real MAN and a REAL LEADER speaking!! Mr. Trudeau i take off my hat for you SIR! ?
This is a real MAN and a REAL LEADER speaking!! Mr. Trudeau i take off my hat for you SIR! ?
Expresses strong support and admiration for Trudeau's leadership and character.
@leonardogarcia8766
Mar 4, 2025
Thank you Justin for telling the truth! So refreshing. Thank you for thinking of us and understanding what our President is doing.
Thank you Justin for telling the truth! So refreshing. Thank you for thinking of us and understanding what our President is doing.
Expresses gratitude and support for Canadian leadership, praising honesty and empathy toward Americans.
@LAWandCoach
Mar 4, 2025
American from Colorado stands with Canada. Take the lights out in the red States.
American from Colorado stands with Canada. Take the lights out in the red States.
American expressing support for Canada while distancing from their own country's leadership, combining cross-border solidarity with identity positioning.
@hanssmile-j3u
Mar 4, 2025
I'm British and I love you Canadian MP T...
I'm British and I love you Canadian MP T...
The commenter expresses support and appreciation for a Canadian MP, demonstrating cross-national solidarity and positive sentiment.
Solidarity
0.85
@sarahw8633
Mar 4, 2025
As an American I’m soooooo happy Canada is standing up to this dumb loser president and his side chick Elon musk ?
As an American I’m soooooo happy Canada is standing up to this dumb loser president and his side chick Elon musk ?
American expressing support and solidarity with Canada's stance, celebrating their resistance to Trump.
@meanvecktor1900
Mar 4, 2025
The world is with Canada, thank you to allies uniting across the globe to combat the facist orange potato to the south!
The world is with Canada, thank you to allies uniting across the globe to combat the facist orange potato to the south!
Expresses global support for Canada and frames opposition to Trump as a moral stance against fascism.
@MrBlackChocobo
Mar 4, 2025
We Americans don't want this crap. ? Canadians are awesome and we shouldn't do this
We Americans don't want this crap. ? Canadians are awesome and we shouldn't do this
American expressing rejection of government policy and praise for Canadians, demonstrating cross-border solidarity.
@Seonacgaming
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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