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
An American here. What a great speech by your prime minister! We love Canadians. You folks are the best. And this will pass too!
An American here. What a great speech by your prime minister! We love Canadians. You folks are the best. And this will pass too!
Expression of support, empathy, and encouragement toward Canada and Canadians from an American commenter.
Solidarity
0.90
@JohnLincolnUSA
Mar 4, 2025
Canadian brothers and sisters, please know this isn't what many of us Americans want. We have elections every 4 years. Please do your best not to hate us forever because of this. Please don't lose …
Canadian brothers and sisters, please know this isn't what many of us Americans want. We have elections every 4 years. Please do your best not to hate us forever because of this. Please don't lose sight that this Trump era will pass.
American expressing empathy and support for Canadians, asking for understanding and appealing to shared values beyond current political divisions.
@MetalockieMusic
Mar 4, 2025
Respect and power to Canada.
Respect and power to Canada.
Expresses support, respect, and admiration for Canada and its leadership.
Solidarity
0.90
@ravelfish6018
Mar 4, 2025
A much needed voice of reason and strength at the same time. Our support from Austria for our friends in Canada. You would be warmly welcomed in the EU. ????
A much needed voice of reason and strength at the same time. Our support from Austria for our friends in Canada. You would be warmly welcomed in the EU. ????
Austrian commenter expresses support and welcomes Canadian leadership while comparing Canada favorably to the EU.
@itsdave1
Mar 4, 2025
simple...trudeau is the better man.
simple...trudeau is the better man.
A brief statement of support for Trudeau as a leader, expressing positive sentiment.
Solidarity
0.90
@kristieproudfoot3966
Mar 4, 2025
I am so proud of our Prime Minister, his Dad, Pierre Elliot, our former PM would also be very proud of him?. Thank you for your courage in this one of our darkest hours!
I am so proud of our Prime Minister, his Dad, Pierre Elliot, our former PM would also be very proud of him?. Thank you for your courage in this one of our darkest hours!
Expresses pride in and support for the Prime Minister during a national crisis, affirming Canadian identity and leadership.
@CarolRichardson-tg6ed
Mar 4, 2025
❤GOD BLESS CANADA ?? AND THE PEOPLE ❤
❤GOD BLESS CANADA ?? AND THE PEOPLE ❤
Expresses blessing, support, and emotional solidarity with Canada and its people.
Solidarity
0.90
@PeaceToAll5758
Mar 4, 2025
Love to Canada from down in Texas. We don’t want this either
Love to Canada from down in Texas. We don’t want this either
American expressing support and empathy for Canada, opposing Trump's tariff policy.
Solidarity
0.90
@MargaretOnTheGuillotine
Mar 4, 2025
I’m an Australian! I’m standing heart and soul with you Canada! ❤
I’m an Australian! I’m standing heart and soul with you Canada! ❤
Declares emotional support and alignment with Canada's stance from an international commenter, expressing solidarity.
@nelliehenrich6253
Mar 4, 2025
Way to go Canada!?
Way to go Canada!?
Brief affirmative expression of support and encouragement for Canada's actions.
Solidarity
0.90
@rax488
Mar 4, 2025
Well said by the prime minister!
Well said by the prime minister!
Brief expression of agreement and support for the prime minister's statements.
Solidarity
0.90
@BeverlyKozub
Mar 4, 2025
The UK stands with our Canadian friends
The UK stands with our Canadian friends
A brief statement of international solidarity and support from the UK perspective toward Canada.
@steveblue161
Mar 4, 2025
I´m from Finland , and to you , Mr. Trudeau, i have to say: You are an true statesman. I hope that your clear and calm way to say how some things really are , …
I´m from Finland , and to you , Mr. Trudeau, i have to say: You are an true statesman. I hope that your clear and calm way to say how some things really are , reaches a certain house in u.s.a. All good to Canada & to You !!
International commenter expresses support and admiration for Canadian leadership while comparing to the US context.
@iskal6790
Mar 4, 2025
Thank you Canada we the people do not want this either
Thank you Canada we the people do not want this either
Expression of agreement and solidarity with Canada's position, thanking Canada for shared opposition.
Solidarity
0.90
@jacquiechandler2031
Mar 4, 2025
Blue state voter here. The fight you fight is for us. Thank you!
Blue state voter here. The fight you fight is for us. Thank you!
Expresses support and gratitude for the speaker's stance, framed as solidarity across borders.
Solidarity
0.90
@johnkuncho7239
Mar 4, 2025
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
Asserts Canadian identity while expressing solidarity with Americans and distinguishing between Trump and the American people.
@djprotege
Mar 4, 2025
Profound speech! Much respect x
Profound speech! Much respect x
Brief expression of respect and approval for the speech, indicating support and positive sentiment.
Solidarity
0.90
@niseamulls7880
Mar 4, 2025
I am Ukrainian, stand with Canada !!!!
I am Ukrainian, stand with Canada !!!!
Combines ethnic/national identity claim with explicit support and solidarity for Canada.
@innarudnyeva2914
Mar 4, 2025
WE SUPPORT CANADA
WE SUPPORT CANADA
Simple expression of support and solidarity with Canada.
Solidarity
0.90
@emowolf8275
Mar 4, 2025
Go Canada. Well done JT.
Go Canada. Well done JT.
Brief supportive message praising Canadian leadership and policy direction.
Solidarity
0.90
@arau8310
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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