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
Amazing speech ! Will maga morans wake up a little and spell the shit?
Amazing speech ! Will maga morans wake up a little and spell the shit?
Praises the speech while sarcastically criticizing American political opponents, expressing support with ironic language.
@dcanitez
Mar 4, 2025
WOW Treudeu nailed it. Wish they just joined our European union. Imagine the strenght. Does Donald know how much American companies are in ireland alone. 25% tariff on Intel, google, meta etc .. or maybe …
WOW Treudeu nailed it. Wish they just joined our European union. Imagine the strenght. Does Donald know how much American companies are in ireland alone. 25% tariff on Intel, google, meta etc .. or maybe we hit it were it hurts him most, his precious golf course. ???
Praises Trudeau's response, suggests European union membership as alternative, and proposes retaliatory tariff actions against U.S. companies.
@MM-qv6kf
Mar 4, 2025
Ukraine with Canada
Ukraine with Canada
Expresses support for Ukraine alongside Canada, signaling solidarity with allied nations.
Solidarity
0.75
@y.h.8965
Mar 4, 2025
I agree with all of it! Most Americans actually are reasonable and are not in favor of the tariffs!
I agree with all of it! Most Americans actually are reasonable and are not in favor of the tariffs!
Expresses agreement with PM's position while noting support from reasonable Americans, showing cross-border solidarity.
@krickenthekraken8844
Mar 4, 2025
go Europe. thanks for being honest. this american wants trump out of office, soon. the working class americans do not have the power, so diappionted with our GOP. they too away from our veterans, our …
go Europe. thanks for being honest. this american wants trump out of office, soon. the working class americans do not have the power, so diappionted with our GOP. they too away from our veterans, our farmers, children of the world, our elderly and us.
American commenter expresses support for European/Canadian positions and implicitly calls for Trump's removal while showing empathy for vulnerable groups.
@cindybossler4363
Mar 4, 2025
We will never back down. Elbows up Canada ? we will always be a free and Sovereign Country. ????? The USA doesn’t need my cereal grains….so I’ll sop up the 25% tariffs like pancakes and …
We will never back down. Elbows up Canada ? we will always be a free and Sovereign Country. ????? The USA doesn’t need my cereal grains….so I’ll sop up the 25% tariffs like pancakes and maple syrup. So proud of our Justin Trudeau ????
Expression of national pride and support for Trudeau's stance, with patriotic framing and willingness to endure economic hardship for national sovereignty.
@Barbedwiredgifts
Mar 4, 2025
Congratulations, as you Canadian don't control the drugs issue and chosen to fight back, good luck❤
Congratulations, as you Canadian don't control the drugs issue and chosen to fight back, good luck❤
Offers congratulations and encouragement to Canadians for standing up to Trump, expressing support and empathy.
@kelvinlam51
Mar 4, 2025
The world must treat us the same style as Canadians How I wish this mad max trump was not born at all. Trump is a curse.
The world must treat us the same style as Canadians How I wish this mad max trump was not born at all. Trump is a curse.
Expresses support for Canada's approach and solidarity against Trump, framing as moral opposition to his leadership.
@MrAntonysimon
Mar 5, 2025
I'm in Oregon and totally support Canada. I'm starting to wish that the West Coast states could join Canada as the province of Cascades and tell the red states to f*ck off!
I'm in Oregon and totally support Canada. I'm starting to wish that the West Coast states could join Canada as the province of Cascades and tell the red states to f*ck off!
Expresses support for Canada and desire to align with it politically, framed as solidarity with Canadian values.
@wlktaylor
Mar 4, 2025
Good for Canada. Trump is with Russia and Putin's puppet. Take care of your people.
Good for Canada. Trump is with Russia and Putin's puppet. Take care of your people.
Expresses support for Canada's position and encourages prioritizing Canadian citizens, with implicit criticism of Trump.
@dianarichardson1886
Mar 4, 2025
No we are NOT turning against immigrants. Only stupid people believe this crap. It’s not true!
No we are NOT turning against immigrants. Only stupid people believe this crap. It’s not true!
Defends immigrants against negative sentiment while dismissing critics, expressing support for immigrant inclusion.
judyives1832
Aug 26, 2025
The American people hear you! We know exactly to where to pin blame. ??one more thing! This will go over big at his State of the Union speech.
The American people hear you! We know exactly to where to pin blame. ??one more thing! This will go over big at his State of the Union speech.
Expresses alignment with Canada's position and solidarity with Americans who share this view, with implicit call to hold leadership accountable.
@VickieJohnson-il8qi
Mar 4, 2025
Slava Ukraine. \nSlava Canada, Mexico and Europe \nBoohoo Russia
Slava Ukraine. \nSlava Canada, Mexico and Europe \nBoohoo Russia
Shows support for Ukraine, Canada, Mexico, and Europe through solidarity statements and comparative positioning against Russia.
@blackfox9955
Mar 4, 2025
Most of us stand with you, Prime Minister Trudeau. Please keep talking to us so we know the truth! We are not getting the full story on anything.
Most of us stand with you, Prime Minister Trudeau. Please keep talking to us so we know the truth! We are not getting the full story on anything.
American expresses support for Trudeau and calls for transparency, showing solidarity with Canadian leadership.
@jacquelineknippel3738
Mar 4, 2025
At least someone sensible in this world!!! There's one person very jealous of this speech.
At least someone sensible in this world!!! There's one person very jealous of this speech.
Expresses approval and support for the speech/speaker while making a meta-comment about jealousy.
@Bobby-rm8hb
Mar 4, 2025
Im American, And I must say, Get'em Justin!...I'm all for whatever!...they throw at The orange turd!
Im American, And I must say, Get'em Justin!...I'm all for whatever!...they throw at The orange turd!
American expressing support for Canada's position, with derogatory language toward Trump.
@dbanthony22
Mar 4, 2025
ANZACs are with you Canada.. ?
ANZACs are with you Canada.. ?
Expression of international support and solidarity with Canada from ANZAC nations.
Solidarity
0.75
@jom4752
Mar 4, 2025
2:52min in. Some of us are with you Canada, hopefully most. If I can afford will it, I will buy ?? as much as possible ?.
2:52min in. Some of us are with you Canada, hopefully most. If I can afford will it, I will buy ?? as much as possible ?.
Commenter expresses support for Canada's position and indicates willingness to take economic action in support, combining empathy with commitment.
@mandy9775
Mar 4, 2025
As I look at all the wonderful comments from Americans supporting Canada the tears are streaming down my face. Thank you! What I worry about is what is Trump up to?. \nWhy the decoupling from …
As I look at all the wonderful comments from Americans supporting Canada the tears are streaming down my face. Thank you! What I worry about is what is Trump up to?. \nWhy the decoupling from allies, not just Canada. Worse, why support Russia at the UN? Why take down your cyber defences? Is this a dictator digging himself in? Is he using Kim Jung Un's playbook? Americans, please be very careful with this man. The free world loves you but we need you to be free.
Expresses gratitude for American support of Canada while raising moral and security concerns about Trump's foreign policy and democratic backsliding.
@robertbruce2820
Mar 4, 2025
We Canadians stand together again American Tyrants. ? ?? ❤
We Canadians stand together again American Tyrants. ? ?? ❤
Expresses support for Canada against external pressure while asserting Canadian identity and unity.
@harpcht8487
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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