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
Americans Thank you !! Truer words never be spoken !!
Americans Thank you !! Truer words never be spoken !!
American commenter expressing agreement and support, though context is unclear; appears to be solidarity with a previous statement.
@SiobhanOMeara-y8n
Mar 4, 2025
From France: bravo Canada! We have nothing against Americans, but their government is completely insane and this has dramatic consequences for all of us. We have to pull together and do sth about it, fast!
From France: bravo Canada! We have nothing against Americans, but their government is completely insane and this has dramatic consequences for all of us. We have to pull together and do sth about it, fast!
International commenter expressing support for Canada against US government actions, framed as collective action against a common threat.
@VincaMajorX
Mar 4, 2025
Thank you from America. We don't want Trump either. Perhaps we can send he and Musk to Mars. I hope you give us 50% tariffs, let everyone who voted this charlatan into office pay!
Thank you from America. We don't want Trump either. Perhaps we can send he and Musk to Mars. I hope you give us 50% tariffs, let everyone who voted this charlatan into office pay!
Expresses support for Canada and empathy with Canadian concerns while criticizing Trump's trade war policies.
@jengreene958
Mar 4, 2025
we want this!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
we want this!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Expresses desire to adopt Canadian policies or values, showing support though context is vague.
Solidarity
0.75
@fireprotection13
Mar 4, 2025
Mr. Trudeau spoke, facts, directly and clearly to Trump and his Administration...very proud of how he is taking control of this situation ??
Mr. Trudeau spoke, facts, directly and clearly to Trump and his Administration...very proud of how he is taking control of this situation ??
Expresses approval and pride in Trudeau's handling of the situation, showing support for Canadian leadership in a difficult moment.
@rayjoannebailey175
Mar 4, 2025
So very sad!! God please help us
So very sad!! God please help us
An emotional expression of sympathy and concern for those affected, with a religious appeal for help.
Solidarity
0.75
@y_e_i8213
Mar 4, 2025
Im an American. I can tell you all of us are barely surviving and the average people feel powerless to stop this madness. Sorry Canada MAGA elected a mad man. ?
Im an American. I can tell you all of us are barely surviving and the average people feel powerless to stop this madness. Sorry Canada MAGA elected a mad man. ?
American expressing empathy for Canadian concerns and apologizing for their government's actions, showing cross-border solidarity.
@rikubear6549
Mar 4, 2025
From ?????? supporting Canada!!!
From ?????? supporting Canada!!!
Expresses support and encouragement for Canada from an unspecified location, demonstrating solidarity.
Solidarity
0.75
@76Rubes
Mar 4, 2025
Now that's a sensible and graceful leader not the orange damnfull from USA. total shame on you Trump, you are nor president, boooooooooo!!!
Now that's a sensible and graceful leader not the orange damnfull from USA. total shame on you Trump, you are nor president, boooooooooo!!!
Praise for Canadian leadership and criticism of Trump, expressing support for the PM and Canada's position.
@GerardObrien-gd9ys
Mar 4, 2025
I sure understand and respect this gentleman and president of Canada ?✅
I sure understand and respect this gentleman and president of Canada ?✅
Expresses respect and support for the Canadian leader, with a checkmark indicating approval and endorsement.
@jimsmith4468
Mar 4, 2025
Turn the power out in this ?. I stand with Canada!
Turn the power out in this ?. I stand with Canada!
Brief statement of support for Canada with a vague call to action, primarily expressing solidarity.
@Stebbiejae
Mar 4, 2025
Strong speech of Trudeau! We Europeans feel you and we are totally with Canada. \nHowever, I guess there is no point anymore speaking reasonable arguments to someone who simply lost all resonableness. The ones behind …
Strong speech of Trudeau! We Europeans feel you and we are totally with Canada. \nHowever, I guess there is no point anymore speaking reasonable arguments to someone who simply lost all resonableness. The ones behind him (voters) are blinded by the lies and false arguments they now believe in. \nUnfortunately this all will cause an unparalel loss of economic growth for everyone, ALSO for the americans themselves. In addition, the world peace balance will badly loose its balance and can end up quite uggly.
European commenter expresses support for Canada while warning of economic and geopolitical consequences, combining solidarity with comparative framing and apocalyptic threat language.
@kayasper6081
Mar 4, 2025
Us real americans stand with Canada, but sadly most of us are so poor, and only gonna get worse. we need a luigi to step up and mario bros the potus
Us real americans stand with Canada, but sadly most of us are so poor, and only gonna get worse. we need a luigi to step up and mario bros the potus
Expresses support for Canada while discussing economic hardship and calling for leadership change.
@Juggernuts
Mar 4, 2025
Thanks to all Americans for the support. Sad day for us, creating a problem with us for what?
Thanks to all Americans for the support. Sad day for us, creating a problem with us for what?
Expresses gratitude to Americans for support while asserting Canadian identity and expressing concern about bilateral relations.
@fikaboojohn5713
Mar 4, 2025
Well said that man, he should go for re-election, .......UK
Well said that man, he should go for re-election, .......UK
Commenter from UK expresses support and approval for the political figure discussed, showing cross-national solidarity.
@brianholding4357
Mar 4, 2025
Go Canada ?? behind you ?? uk we support Ukraine ?? to?
Go Canada ?? behind you ?? uk we support Ukraine ?? to?
The commenter expresses support for Canada and Ukraine, invoking international solidarity and shared values across nations.
@williamwilliams7631
Mar 4, 2025
Donald Trump is so Dumb, that he thinks the dollar which he can print, is more valuabe than the energy which come from Canadá. The Europe is suffering without the gás from Rússia, and the …
Donald Trump is so Dumb, that he thinks the dollar which he can print, is more valuabe than the energy which come from Canadá. The Europe is suffering without the gás from Rússia, and the Rússians keep going foward. My support to the cannadians from Brazil.\n ?????
Expresses support for Canada from Brazil while critiquing Trump's economic priorities, combining international solidarity with comparative framing of geopolitical issues.
@EduardoAmaroCampos
Mar 4, 2025
We fought together we arnt supposed to fight each other
We fought together we arnt supposed to fight each other
Appeals for unity and shared identity ('we fought together'), expressing solidarity against division.
@john-ms9sc
Mar 4, 2025
Bravo Mr. Trudeau ??? Europe stands with Canada ??
Bravo Mr. Trudeau ??? Europe stands with Canada ??
Expresses approval and cross-national support for Canadian leadership.
@healing-cats
Mar 4, 2025
I'm with canada
I'm with canada
Expression of support and alignment with Canada's position or actions.
Solidarity
0.75
@AnthonyNewman-i2n
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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