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
Canada did great response to US ❤
Canada did great response to US ❤
Positive affirmation of Canada's response with emotional support indicated by heart emoji.
Solidarity
0.85
@alexisleebesario8946
Mar 4, 2025
I am an American. I want to apologize for our idiot president. With luck he will be gone soon. America loves Canada. Trump just likes to hurt people and break things fo his boss, Putin.
I am an American. I want to apologize for our idiot president. With luck he will be gone soon. America loves Canada. Trump just likes to hurt people and break things fo his boss, Putin.
American expressing apology and support for Canada, with moral criticism of Trump's character.
@TheMInorkey1
Mar 4, 2025
I'm American, I do not support what Trump is doing to our government, and our allies . Thank you Prime Minister of Canada, you must do what you feel us right for your Country.
I'm American, I do not support what Trump is doing to our government, and our allies . Thank you Prime Minister of Canada, you must do what you feel us right for your Country.
First-person statement of identity (American) combined with support and encouragement for Canadian leadership.
@robinkanoy5467
Mar 4, 2025
We are best friends over century USA and Canada, no matter any hardship including 911 disaster, Canadian open airport for American, and supply sheltering and more, respect secondary largest peaceful land and generous country Canada.
We are best friends over century USA and Canada, no matter any hardship including 911 disaster, Canadian open airport for American, and supply sheltering and more, respect secondary largest peaceful land and generous country Canada.
Emphasizes historical US-Canada friendship and mutual support through shared challenges, affirming solidarity.
@Shibabobliu
Mar 4, 2025
From Finland - Team Canada all day ????
From Finland - Team Canada all day ????
Expresses support for Canada with an enthusiastic, welcoming tone from an international perspective.
@mariweir9250
Mar 4, 2025
❤❤❤❤❤❤❤❤❤❤❤
❤❤❤❤❤❤❤❤❤❤❤
Heart emojis indicate emotional support and approval, likely for Canada or Trudeau.
Solidarity
0.85
@marilynchappell2691
Mar 4, 2025
As an American I am so disgusted by this country that they voted in this monster and I wake up every day afraid of what horrors await us from the oval office. Much respect to …
As an American I am so disgusted by this country that they voted in this monster and I wake up every day afraid of what horrors await us from the oval office. Much respect to Canada for fighting back, these tariffs will serve nobody.
American commenter expresses personal distress while showing solidarity with Canada and moral opposition to Trump's policies.
@sacredsiren
Mar 4, 2025
As an American born daughter of a mother from Nova Scotia...bravo Canada. \nYou said more than our own government has done against this tyrant. \n❤
As an American born daughter of a mother from Nova Scotia...bravo Canada. \nYou said more than our own government has done against this tyrant. \n❤
Personal background establishes connection to both countries while praising Canada's moral stance against authoritarian leadership.
@brendabaldino8857
Mar 4, 2025
Finland is with Canada
Finland is with Canada
Brief statement of international support, comparing Finland's alignment with Canada.
@zappe1234
Mar 4, 2025
Classy and intelligent response, Canada! As a European, I truly hope that the ties between Europe and Canada will only become stronger. Long live the free and democratic world!
Classy and intelligent response, Canada! As a European, I truly hope that the ties between Europe and Canada will only become stronger. Long live the free and democratic world!
Expresses support and approval for Canada's response while affirming shared democratic values with Europe.
@OanaFabianaAndreescu
Mar 4, 2025
Total respect for Canada! I'm so sorry for what my government (USA) is doing - its disgusting.
Total respect for Canada! I'm so sorry for what my government (USA) is doing - its disgusting.
Expresses respect for Canada while distancing the commenter from their own government's actions through personal apology.
@bethbock6700
Mar 4, 2025
Bravo Justin !
Bravo Justin !
Expresses approval and support for the political figure.
Solidarity
0.85
@cptspok
Mar 4, 2025
Ireland ?? we stand with Canada and the Ukraine
Ireland ?? we stand with Canada and the Ukraine
Expression of support and solidarity with Canada and Ukraine, positioning the commenter as aligned with these nations.
Solidarity
0.85
@orlawilliams5228
Mar 4, 2025
From Holland: what a great politician is Justin Trudeau. Adressing the people with no lies and firm. It will not be easy, but stay strong Canadians. ????
From Holland: what a great politician is Justin Trudeau. Adressing the people with no lies and firm. It will not be easy, but stay strong Canadians. ????
International commenter expressing support for Trudeau and encouragement to Canadians, with comparative positioning from Holland.
@193micha
Mar 4, 2025
Respect to Canada. Europe and the free world stands with you. A new world order will emerge.
Respect to Canada. Europe and the free world stands with you. A new world order will emerge.
Expresses respect for Canada while comparing it favorably to Europe and invoking global solidarity.
@IIXRATEDIIHiTMAN
Mar 4, 2025
As an American I am with Canada. How refreshing to hear an intelligent leader speak the truth. How things would have been different had Kamala Harris been our President.
As an American I am with Canada. How refreshing to hear an intelligent leader speak the truth. How things would have been different had Kamala Harris been our President.
American commenter expresses support and admiration for Canadian leadership while implicitly comparing it favorably to U.S. political alternatives.
@SteveODonnell25
Mar 4, 2025
Canada... getting closer together , good for you to build up your nation during this hardship.
Canada... getting closer together , good for you to build up your nation during this hardship.
Commenter expresses encouragement and support for Canadian national unity and resilience during difficult circumstances.
@climatechangelumber5480
Mar 4, 2025
i love it. han har så meget ret
i love it. han har så meget ret
Expresses approval and agreement (in Danish: 'he has so much right'), showing support for the video's message.
Solidarity
0.85
@maltheengstrm8923
Mar 4, 2025
We dont want this either...this is Donald being the ass he is.
We dont want this either...this is Donald being the ass he is.
American expressing shared frustration with Trump, positioning themselves as aligned with Canada rather than their own president.
Solidarity
0.85
@malimal
Mar 4, 2025
Dear Canada, Please remember that only half of us voted for this monster, and we'll be back in four years, or maybe even two.
Dear Canada, Please remember that only half of us voted for this monster, and we'll be back in four years, or maybe even two.
Offers reassurance and empathy to Canada from a US perspective, expressing shared opposition to Trump and hope for future change.
@westhavenor9513
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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