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 is everyone in canada a great value jordan peterson or Sagar?
why is everyone in canada a great value jordan peterson or Sagar?
Posed as a rhetorical question with satirical intent, questioning the prevalence of certain personality types or individuals in Canada.
thanosianthemadtitanic
Jan 27, 2026
Didn't the Canadians throw out Trudeau recently?\nWhy care now?
Didn't the Canadians throw out Trudeau recently?\nWhy care now?
Asks clarifying questions about Trudeau's status while implying skepticism about Canada's current political standing.
@freemancoyote3499
Mar 4, 2025
How someone is surviving high inflation without work and even without work permit 😅
How someone is surviving high inflation without work and even without work permit 😅
Poses a skeptical question about economic survival during inflation, implying illegal activity or fraud without explicit accusation.
sameenakidwai8132
Sep 28, 2025
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Seeks clarification about the content creator's views on a related demographic topic, framed as curiosity about video creator's perspective.
JonasWicker
Feb 28, 2026
Is anyone from Poland? Do we have Poland in the house? \n\n-- A concerned Canadian
Is anyone from Poland? Do we have Poland in the house? \n\n-- A concerned Canadian
Seeks to identify fellow Poles in the audience while asserting Canadian identity, mixing community-building with identity framing.
@gumpforrest6877
Mar 4, 2025
Go to Trump from uk ??
Go to Trump from uk ??
Unclear phrasing but appears to be a question about Trump and the UK, seeking clarification or information.
Question
0.70
@miker7243
Mar 4, 2025
Isn't gana working
Isn't gana working
Unclear phrasing but appears to be a question about whether something is working or will work.
Question
0.70
@MohamedAbshir-y2f
Mar 5, 2025
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
Germany ?? stand with Canada ??
Germany ?? stand with Canada ??
Questions whether Germany will support Canada, implying hope for international solidarity.
@Flattithefish
Mar 5, 2025
Is Canada already a third world country?
Is Canada already a third world country?
Rhetorical question expressing concern about Canada's status, combining information-seeking with demographic/economic anxiety.
@Marta-e2g
Mar 5, 2025
Yeah, it’s going to go well in Edmonton and Calgary.
Yeah, it’s going to go well in Edmonton and Calgary.
Rhetorical question expressing skepticism about political viability in major urban centers, seeking implicit agreement.
Question
0.70
@MarekPietraszczyk
Feb 20, 2026
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
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
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
What about Doug Ford threat about shutting off the power to American cities that will be devastating
What about Doug Ford threat about shutting off the power to American cities that will be devastating
Phrased as a question seeking information or clarification about Ford's threat, though it also expresses concern about potential consequences.
@michaelmoulton96
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
Iskcon should start free meal
Iskcon should start free meal
Appears to be a suggestion or question about ISKCON providing free meals, though context is unclear; treated as information-seeking or proposal.
Question
0.70
basicallyhumanoid
Oct 7, 2025
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
Poses rhetorical questions about immigration's economic rationale, mixing inquiry with economic reasoning.
arjunnkrishna
Oct 15, 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
Isn't question number 88 the Iceland?
Isn't question number 88 the Iceland?
Asks a clarification question about video content, likely referring to a specific timestamp or quiz element.
artinmodarres4586
Oct 21, 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)