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
I am your side Trudeau!
I am your side Trudeau!
Simple expression of support and alignment with the Prime Minister's position.
Solidarity
0.92
@thugiangnguyen8853
Mar 4, 2025
Thank you Justin for speaking out for us Canadians!
Thank you Justin for speaking out for us Canadians!
Direct expression of gratitude and support for Trudeau speaking on behalf of Canadians.
Solidarity
0.92
@joannebamfordmccombs9755
Mar 4, 2025
❤ ?? ? ?? ❤️
❤ ?? ? ?? ❤️
Emoji-only expression of support and affection for Canada.
Solidarity
0.92
@joerichardson9540
Mar 4, 2025
I stand with you Canada, and strongly rebuke Trump.
I stand with you Canada, and strongly rebuke Trump.
Direct expression of support for Canada and rejection of Trump, demonstrating solidarity and empathy.
Solidarity
0.92
@IdahoNative58
Mar 4, 2025
Good job, Justin.
Good job, Justin.
Brief affirmation of support for Canadian Prime Minister Trudeau's actions.
Solidarity
0.92
@NoahNobody
Mar 4, 2025
Great speech , Governor Trudeau❤
Great speech , Governor Trudeau❤
Positive endorsement of the speech with affectionate emoji directed at Trudeau.
Solidarity
0.92
@srikanthmachinelearning
Mar 4, 2025
Go Trudeau!
Go Trudeau!
Simple expression of support and encouragement for Trudeau.
Solidarity
0.92
@JoyI.-zu5fv
Mar 4, 2025
As an American, I stand with you Canada. Thank you for standing up for what's right, even if it costs us. We need to learn. ??
As an American, I stand with you Canada. Thank you for standing up for what's right, even if it costs us. We need to learn. ??
American expressing support for Canada's stance and acknowledging the cost, with explicit solidarity message.
Solidarity
0.92
@brunky89890
Mar 4, 2025
Good for Canada.
Good for Canada.
Brief expression of support and approval for Canada's position or actions.
Solidarity
0.92
@CharleneAlessi
Mar 4, 2025
Trudeau well done sir! Well done! ??❤️
Trudeau well done sir! Well done! ??❤️
Direct expression of support and approval for Trudeau's actions, with positive emotional markers (emojis, 'well done').
Solidarity
0.92
@biancaalbulescu2809
Mar 4, 2025
From Brazil. I support Canada in this issue.
From Brazil. I support Canada in this issue.
Brief expression of international support and solidarity with Canada's position on the issue.
Solidarity
0.92
@josecarlosmartins3175
Mar 4, 2025
Canada...\nI am so, so sorry. I am humiliated, horrified, appalled, embarrassed, furious, and so so sad. Please know it isn't all of us. I am a Detroiter who has spent half her life in Ontario …
Canada...\nI am so, so sorry. I am humiliated, horrified, appalled, embarrassed, furious, and so so sad. Please know it isn't all of us. I am a Detroiter who has spent half her life in Ontario and Quebec. I will continue to buy Canadian products and will spend as much of my American money in Canada as I possibly can. I support Canada and encourage you to do whatever it is you need to do. I love you, Canada!
American expressing strong emotional support for Canada, sharing personal connection (lived in Ontario/Quebec), and pledging economic support.
@ccgreene1
Mar 4, 2025
From one American, good luck Canada.
From one American, good luck Canada.
Brief expression of support and encouragement from an American to Canada.
Solidarity
0.92
@jamesnini8475
Mar 4, 2025
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. …
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. ??❤️??
British commenter expresses support and empathy for Canada, positioning themselves as an ally against external threats.
@Stevieweevietv
Mar 4, 2025
We got this Canada! ?? I hope everything gets better soon with our American friends.
We got this Canada! ?? I hope everything gets better soon with our American friends.
Supportive message expressing hope for improvement and solidarity with Canada.
Solidarity
0.92
@cedricbaccay633
Mar 4, 2025
As a small business owner in Vermont I stand with Canada. Thank you for standing up to Trump so respectfully, eloquently and intelligently. Thank you for being an example.
As a small business owner in Vermont I stand with Canada. Thank you for standing up to Trump so respectfully, eloquently and intelligently. Thank you for being an example.
A supportive message from a foreign business owner expressing admiration for Canada's leadership and stance, with implicit us-vs-them framing of Canada as exemplary.
@monicamacneille3372
Mar 4, 2025
I support you Canada, all the way from Oklahoma.
I support you Canada, all the way from Oklahoma.
Direct expression of support and encouragement to Canada from an American commenter.
Solidarity
0.92
@florecitac887
Mar 4, 2025
From Aussie land here, that was an excellent speech you should be proud Canada. We luv you guys, its great to see your country stand together total respect. Stay strong for your country
From Aussie land here, that was an excellent speech you should be proud Canada. We luv you guys, its great to see your country stand together total respect. Stay strong for your country
Australian commenter expresses support and respect for Canada, with comparative framing positioning Canada positively relative to their own country.
@cheriepritchard106
Mar 4, 2025
Many of us Americans stand with Canada.
Many of us Americans stand with Canada.
Direct statement of American solidarity and support for Canada.
Solidarity
0.92
@ArethaRenee
Mar 4, 2025
I’m not Canadian but I’m with Canadian people 😉🙏
I’m not Canadian but I’m with Canadian people 😉🙏
Expresses support and empathy for Canadian people despite not being Canadian themselves.
Solidarity
0.92
ffrr952
Mar 3, 2026
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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Discourse Quality (Perspective API)