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
Search & Filter
Question
1,353 comments
why would you do this to your best neighbour/friend/ally? it is so weird.
why would you do this to your best neighbour/friend/ally? it is so weird.
Seeks clarification about why the U.S. would take actions against a close ally, framed as a confused question.
@movakalin5333
Mar 4, 2025
Why couldnt we have a leader like this? How do i become a resident? I promise i didnt vote for the pos.
Why couldnt we have a leader like this? How do i become a resident? I promise i didnt vote for the pos.
Seeks information about Canadian residency while expressing admiration for Canadian leadership and criticism of US leadership.
@morganjacob1195
Mar 4, 2025
I thought this guy has resigned? Why is he speaking for Canadians?
I thought this guy has resigned? Why is he speaking for Canadians?
Primarily seeks clarification about speaker's legitimacy and authority, with implicit criticism of his role.
@HallofKnowledge
Mar 4, 2025
I don’t understand the rationale behind Trump’s actions. I mean it’s a given he’s an idiot, but given that context, what is his idiotic idea?
I don’t understand the rationale behind Trump’s actions. I mean it’s a given he’s an idiot, but given that context, what is his idiotic idea?
Seeks clarification about the rationale behind Trump's trade actions despite dismissive framing.
Question
0.85
@CashJohnston
Mar 4, 2025
Is there anyway to get Trump removed from office?
Is there anyway to get Trump removed from office?
Seeks information about mechanisms for removing a political figure from office.
@Youtubeautumni
Mar 4, 2025
Please help me understand this, it's a trade war to tariff someone equally who has been tariffing you 25% for years? Why was it not a trade war when Canada was tariffing the US with …
Please help me understand this, it's a trade war to tariff someone equally who has been tariffing you 25% for years? Why was it not a trade war when Canada was tariffing the US with 25% when the US was charging Canada nothing
Seeks clarification about trade war logic and tariff asymmetry, framed as genuine information-seeking question.
@TheHogswild66
Mar 4, 2025
? Project 2025???
? Project 2025???
Seeks information or clarification about Project 2025, expressed as a questioning prompt.
Question
0.85
@sugarhill02
Mar 4, 2025
Ugh. Why is this happening.
Ugh. Why is this happening.
Rhetorical question expressing confusion and concern about an unfolding situation.
Question
0.85
@Beya045
Mar 4, 2025
How is more dangerous putin or trump?
How is more dangerous putin or trump?
Seeks information by posing a comparative question about the relative danger of two political figures.
@MohammedSaddique-m9g
Mar 4, 2025
I don’t why trump is doing
I don’t why trump is doing
Incomplete question seeking clarification about Trump's motivations.
Question
0.85
@AdanGarcia-i7g
Mar 4, 2025
? the stock market
? the stock market
Unclear question mark followed by 'the stock market' seeking clarification or information.
Question
0.85
@lonniephetsomphou
Mar 4, 2025
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
Seeks clarification about emergency measures procedures and their legal timelines, framed as an information-seeking question.
@ianwilson4286
Mar 4, 2025
Why did you wait so long to pony up?
Why did you wait so long to pony up?
Seeks explanation for delayed government action on a specific issue.
Question
0.85
@juliewoods6534
Mar 4, 2025
Why can’t he be our President?
Why can’t he be our President?
Direct question expressing a wish for Trudeau to be US President, seeking clarification or expressing a preference.
Question
0.85
@abbymelvin6654
Mar 4, 2025
Why canada always have Trudeau can you not have other leader?
Why canada always have Trudeau can you not have other leader?
Direct information-seeking question about Canadian political leadership options.
Question
0.85
@prudencepeacebustamante9739
Mar 4, 2025
How much of your money goes to Ukraine and not Canadians?
How much of your money goes to Ukraine and not Canadians?
Poses an information-seeking question about budget allocation priorities between international aid and domestic spending.
@morpmorpt4746
Mar 4, 2025
All those that love how this dude speaks...just curious of how yall thought biden spoke the last 4 years. Answers please ?
All those that love how this dude speaks...just curious of how yall thought biden spoke the last 4 years. Answers please ?
Poses a rhetorical question comparing current leadership favorably to Biden's speaking style, seeking responses from others.
@brianteague44
Mar 4, 2025
I thought he left because of corruption?
I thought he left because of corruption?
Commenter is seeking clarification about the reasons for a departure, phrased as an information-seeking question.
Question
0.85
@subtledriver
Mar 4, 2025
Lithuania?Canada????
Lithuania?Canada????
Expresses confusion or seeks clarification about Lithuania and Canada connection, formatted as interrogative.
Question
0.85
@arunas3165
Mar 4, 2025
I want to move to Canada...
I want to move to Canada...
User expresses interest in immigrating to Canada, seeking information or expressing intent.
@marylynn531
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)