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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Comparative
2,420 comments
India should respond like that
India should respond like that
Reference to India and suggestion it should emulate the approach discussed, comparing national responses.
Comparative
0.80
@estherchandy6292
Mar 4, 2025
I wonder how many Americans bring fentanyl into Canada ? I’m sure it’s pretty even.
I wonder how many Americans bring fentanyl into Canada ? I’m sure it’s pretty even.
Compares drug trafficking between countries (US and Canada) while making an unverified claim about fentanyl smuggling patterns.
@R2Reacting2411
Mar 4, 2025
As an American…I wish this man was our President! ?
As an American…I wish this man was our President! ?
Compares Canadian leadership favorably to American leadership, expressing preference for the Canadian leader.
@johnhitchcock4323
Mar 4, 2025
Compare this to Trump’s state of the union this evening. What a stark contrast it will be. Invoke the 25th amendment at once!
Compare this to Trump’s state of the union this evening. What a stark contrast it will be. Invoke the 25th amendment at once!
Compares Canadian and American political figures/speeches while calling for constitutional action against Trump.
@usernotfound904
Mar 4, 2025
Canada has a way better president than America... I never thought I would ever say that as an American... Canada I don't blame you... Impeach Trump!!!
Canada has a way better president than America... I never thought I would ever say that as an American... Canada I don't blame you... Impeach Trump!!!
Compares Canadian and American leadership favorably to Canada while calling for Trump's impeachment.
@Josiah247
Mar 4, 2025
America ?? First. If you agree with him then move to Canada where you will be taxed more 52%. Same as Mexico ?? I have traveled the world and we are still the best country …
America ?? First. If you agree with him then move to Canada where you will be taxed more 52%. Same as Mexico ?? I have traveled the world and we are still the best country in the world
Compares Canada unfavorably to the US and Mexico, citing tax rates and asserting American superiority based on travel experience.
@jerrydeavila7087
Mar 4, 2025
Trump scare to bully Putin. He only bully all US Allie’s
Trump scare to bully Putin. He only bully all US Allie’s
Compares US leadership behavior toward different nations, making implicit moral judgments about international relations.
@raimecutie
Mar 4, 2025
Trudeau is soooooo much more articulate and knowledgeable than Trump.
Trudeau is soooooo much more articulate and knowledgeable than Trump.
Direct comparison between Canadian and American leaders, ranking one as superior to the other.
@Indian_Ravioli
Mar 4, 2025
I was thinking after how trump went to town on Zelensky, which was disgusting.\nWhy give the US access to minerals in Ukraine, disconnect from USA and do the deal with EU nations.
I was thinking after how trump went to town on Zelensky, which was disgusting.\nWhy give the US access to minerals in Ukraine, disconnect from USA and do the deal with EU nations.
Compares US-Ukraine relations to potential EU alternatives, suggesting Canada should realign its international partnerships based on comparative geopolitical positioning.
@EMarSounds
Mar 4, 2025
Australia is behind Canada 100%
Australia is behind Canada 100%
Compares Australia's position to Canada's, expressing international solidarity and alignment while ranking nations in support of Canadian policy.
@Mooneyes747
Mar 4, 2025
I have never understood why so many Canadians supposedly hate on their Prime Minister. Seen from a German centric position, he seems like a very reasonable and capable guy.
I have never understood why so many Canadians supposedly hate on their Prime Minister. Seen from a German centric position, he seems like a very reasonable and capable guy.
Compares Canadian and German perspectives on Trudeau, positioning him favorably from an external viewpoint.
Comparative
0.80
@shantyman161
Mar 4, 2025
Well he's handling this better than he did covid
Well he's handling this better than he did covid
Compares Trudeau's current performance favorably to his past handling of COVID, ranking his competence across time periods.
Comparative
0.80
@Willy3Sticks
Mar 4, 2025
Two gulf wars, Afghanistan, Cuba, Korea, Vietnam, yeah Putin is the only dictator. Did anyone ask what the Iraq people think about the allies.\nIts ironic how everyone with a tongue in the West believes Putin …
Two gulf wars, Afghanistan, Cuba, Korea, Vietnam, yeah Putin is the only dictator. Did anyone ask what the Iraq people think about the allies.\nIts ironic how everyone with a tongue in the West believes Putin is the ONLY dictator. Really, all of you, pick up a book and learn some elementary military history.
Compares Western military interventions to Putin's actions, arguing Western nations are equally culpable dictators.
@MrShaggy789
Mar 4, 2025
Like us Americans have been doing for the past 10 years it’s time to pay to play we’re done.
Like us Americans have been doing for the past 10 years it’s time to pay to play we’re done.
Compares American and Canadian approaches, suggesting reciprocal trade/tariff practices.
@AnthonyGee-h5s
Mar 4, 2025
Damn what I would give to trade leaders
Damn what I would give to trade leaders
Compares leadership quality between nations, expressing preference for Canadian leadership.
@langstonreece7215
Mar 4, 2025
trump is killing us high tech, EU is going to invest in its own.
trump is killing us high tech, EU is going to invest in its own.
Compares Trump's policies to EU investment strategy, framing it as a comparative geopolitical/economic issue.
@richardtilburg
Mar 4, 2025
Hey Little Donnie,take note! This is what a leader looks and sounds like. Note how he behaves! \nBTW, he’s not orange, and flailing his hands around like a dumb Asss!\n\nAmerican here from Nashville TN!
Hey Little Donnie,take note! This is what a leader looks and sounds like. Note how he behaves! \nBTW, he’s not orange, and flailing his hands around like a dumb Asss!\n\nAmerican here from Nashville TN!
Compares Trudeau favorably to Trump through satirical mockery of Trump's appearance and demeanor.
@DavidSmith-en8yl
Mar 4, 2025
Compare these two Presidents: one is a real leader who can speak articulately and coherently, backed by facts, while the other is just a hillbilly/redneck. You know which one is the hillbilly. :)
Compare these two Presidents: one is a real leader who can speak articulately and coherently, backed by facts, while the other is just a hillbilly/redneck. You know which one is the hillbilly. :)
Compares two presidents with sarcastic/ironic tone, using derogatory language while praising one leader's articulation and facts.
@dasuniversum5875
Mar 4, 2025
Where do I send donations to Canada? I am an envious American...you have a leader, we have a dip$shit. His ONLY error was he called Trump smart...he is the antithesis of smart...aka DUMBA$$.
Where do I send donations to Canada? I am an envious American...you have a leader, we have a dip$shit. His ONLY error was he called Trump smart...he is the antithesis of smart...aka DUMBA$$.
American commenter compares Canada favorably to the US, expressing envy and contrasting leadership quality between nations.
@MartinClark-v5b
Mar 4, 2025
Imagine a free trade agreement between Mexico, Canada and China.
Imagine a free trade agreement between Mexico, Canada and China.
Commenter speculates about a hypothetical trade agreement involving multiple countries, comparing potential international arrangements.
Comparative
0.80
@maurinhosouza5276
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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Discourse Quality (Perspective API)