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
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
Seeks clarification about the logical framing of escalation, questioning the CNN anchor's characterization.
Question
0.85
@isosthenie8271
Mar 4, 2025
Will you be our President too?
Will you be our President too?
Direct question asking if Trudeau would consider becoming US President, seeking clarification or expressing admiration.
Question
0.85
@mmagic925
Mar 4, 2025
Fantanyl is the issue? Sounds like they got a lot of junkies in the US... Should be addressed... ?
Fantanyl is the issue? Sounds like they got a lot of junkies in the US... Should be addressed... ?
Seeks clarification about the fentanyl issue and its scope, with implied questioning of whether it's the real problem.
Question
0.85
@Soufle5506
Mar 4, 2025
Trump stands with Putin?
Trump stands with Putin?
A direct question seeking clarification or information about Trump's political alignment.
Question
0.85
@sayamalu2495
Mar 4, 2025
Why why why ? It makes no sense.
Why why why ? It makes no sense.
Rhetorical questioning expressing confusion or seeking clarification about policy or events.
Question
0.85
@sararichardson737
Mar 4, 2025
I’m sorry Canadians?. I don’t understand how my fellow Americans voted this guy back into the WHouse. ?
I’m sorry Canadians?. I don’t understand how my fellow Americans voted this guy back into the WHouse. ?
American expressing confusion and seeking understanding about electoral choices, framed as a question.
@denisevalancius-ditman8081
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
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
wasnt the main reason for the tarifs because of fentanyl
wasnt the main reason for the tarifs because of fentanyl
Seeks clarification about the stated rationale for tariffs, questioning the accuracy of the government's stated reasoning.
@matthewold5816
Mar 4, 2025
Didn't this joker resign?
Didn't this joker resign?
Seeks factual clarification about whether a political figure resigned, questioning the video's subject.
@gautam_kr
Mar 4, 2025
Why did this to your neighbour ?
Why did this to your neighbour ?
Unclear interrogative seeking clarification about the video's subject matter or context.
Question
0.85
@MIris44474
Mar 4, 2025
Bro has served for 19yrs ?
Bro has served for 19yrs ?
Seeks clarification or expresses surprise about someone's length of service.
Question
0.85
@SolaPaul56
Mar 4, 2025
Ok I need some help understanding this. If it’s a dumb idea for the US then why isn’t it a dumb idea for Canada too? As I understand it, the US tariffs mean things imported …
Ok I need some help understanding this. If it’s a dumb idea for the US then why isn’t it a dumb idea for Canada too? As I understand it, the US tariffs mean things imported from Canada get a few slapped on top and that is paid by Americans, to discourage them from buying Canadians things. Why wouldn’t Canada continue importing US things as before and not put extra fees on top, so they don’t have to find new suppliers and cause disruption? Then it is just America punching itself in the face not both of them.
Commenter seeks clarification on tariff logic and economic consequences, asking for help understanding the policy's asymmetric impacts.
@Kefford666
Mar 4, 2025
Ok how does that affect the average Canadian
Ok how does that affect the average Canadian
Information-seeking question about the practical impact on ordinary Canadians, implicitly questioning relevance or economic consequences.
@Openwaterpaul
Mar 4, 2025
Americans choose 2times the same ?
Americans choose 2times the same ?
Asking a clarifying question about American electoral behavior, seeking information or confirmation.
Question
0.85
@dianamarques8643
Mar 4, 2025
im Romanian and i'm actually curious... from what i know trump got elected because he promised people cheaper eggs... did that happen?
im Romanian and i'm actually curious... from what i know trump got elected because he promised people cheaper eggs... did that happen?
Romanian commenter seeks factual information about whether Trump's campaign promise of cheaper eggs materialized, comparing expectations to outcomes.
@Vic-uz9jd
Mar 4, 2025
Didn't Castro's son quit? Wheres the Pierre dude?
Didn't Castro's son quit? Wheres the Pierre dude?
Asks clarifying questions about Canadian political leadership ('Didn't Castro's son quit? Where's the Pierre dude?').
Question
0.85
@Tim91253
Mar 4, 2025
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 don't they translate the part where trudeau speaks french ?? Or subtitles at least
Why don't they translate the part where trudeau speaks french ?? Or subtitles at least
Requests clarification about video subtitles/translation for French-language content.
@Guayoc
Mar 4, 2025
Why is this not aired on Fox News etc?
Why is this not aired on Fox News etc?
Commenter is asking why the video/content isn't being broadcast on Fox News, combining information-seeking with commentary about media coverage.
@oldgreentop
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)