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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Question
1,353 comments
I always wondered where is the Canadas Money? What do they do with it? Where does it all go things cost so much more than other country's. Does the money stay in Canada? Or does …
I always wondered where is the Canadas Money? What do they do with it? Where does it all go things cost so much more than other country's. Does the money stay in Canada? Or does it go to the CROWN I don't know. Wherever it goes it is not the People that see much of it.
Information-seeking about government spending and economic distribution, framed as rhetorical questions about where money goes.
@josephpoirier2011
Mar 4, 2025
Why is he here? What fck to the resignation?
Why is he here? What fck to the resignation?
Asks clarifying questions about a political figure's presence and resignation status, though phrased with frustration.
Question
0.70
@TA0L1U
Mar 4, 2025
Aren’t they launching rockets into space? Why can’t they spend that money on improving their country?
Aren’t they launching rockets into space? Why can’t they spend that money on improving their country?
Asks a rhetorical question comparing resource allocation in origin countries to immigration.
Adam-M1
Jan 27, 2026
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Requests investigation into Century Initiative and Mark Wiseman, suggesting conspiratorial framing about immigration policy origins.
JoinTheClippyRebellion
Jan 20, 2026
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Poses a question about a peace plan while implying an unverified claim linking Putin to the White House.
@wayneoliver5987
Mar 4, 2025
Is Trump in Putins pocket? How much Russian money has financed this business affairs and political ambitions? Doe's Trump have a conflict of interests?
Is Trump in Putins pocket? How much Russian money has financed this business affairs and political ambitions? Doe's Trump have a conflict of interests?
Primarily poses questions about Trump's financial ties and conflicts of interest, though framed as rhetorical accusations.
@franklinrwful
Mar 4, 2025
Simply don't go, problem solved, unless indeed something there for you to attend to.
Simply don't go, problem solved, unless indeed something there for you to attend to.
Offers practical advice/suggestion framed as a simple solution, implicitly questioning why one would attend if there's no necessity.
Question
0.70
ijji4615
Dec 8, 2025
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
Speculative question about drug trafficking patterns between countries, comparing cross-border flows.
@MaraschinoMary1
Mar 4, 2025
Hey why don't you come to Nepal 🇳🇵
Hey why don't you come to Nepal 🇳🇵
Appears to be a lighthearted invitation to Nepal, possibly sarcastic commentary on immigration or relocation.
YB_MUSIC
Feb 3, 2026
But does Trudeau really think Trump is smart? ?
But does Trudeau really think Trump is smart? ?
Rhetorical question expressing skepticism about Trump's intelligence, functioning as both inquiry and implicit criticism.
@GeorgieGirl1028
Mar 4, 2025
What time will you drop 😢from the sky
What time will you drop 😢from the sky
Appears to be asking about upload timing, though the phrasing is cryptic; primarily an information-seeking query.
Question
0.70
rickysingh8701
Feb 16, 2026
Upload in hindi language.
Upload in hindi language.
A request for content in a different language, though phrased as a directive rather than explicit question.
Question
0.70
gaganrupana369
Jan 29, 2026
Why can’t American leadership speak clearly?
Why can’t American leadership speak clearly?
Phrased as a question seeking explanation for American leadership's communication style, with implicit criticism.
@centerpointDesign
Mar 4, 2025
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
Poses a question about whether applying citizenship standards equally across races is racist, framed as self-inquiry.
hhhhjjjj5123
Feb 27, 2026
Why support a human smuggler…
Why support a human smuggler…
Poses a rhetorical question expressing moral disapproval of supporting human smuggling, combining inquiry with ethical critique.
jimmynguyen4398
Jan 29, 2026
Have you already forgotten what he did in Corona times?
Have you already forgotten what he did in Corona times?
Phrased as a rhetorical question challenging Trudeau's past pandemic response, seeking acknowledgment of perceived failures.
@AssaultUPC
Mar 4, 2025
How come no one declared Hamas the terrorists they are?
How come no one declared Hamas the terrorists they are?
Poses a rhetorical question about Hamas designation, implying moral criticism of perceived inaction.
@sant4375
Mar 4, 2025
When is Carney resigning ? Epstein 69 times ! ????
When is Carney resigning ?
Epstein 69 times ! ????
Asks about a political figure's resignation while making cryptic, unsubstantiated allegations.
ianbrown7089
Feb 27, 2026
Somebody should ask trump what he knows about the,\nBucha massacre
Somebody should ask trump what he knows about the,\nBucha massacre
Rhetorical question/suggestion that Trump should be questioned about knowledge of Bucha massacre.
@mangokarlson1804
Mar 4, 2025
Why are they all from India?
Why are they all from India?
Asks a direct question about immigrant origins, though the phrasing suggests underlying concern about demographic composition.
Paul51764
Feb 17, 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)