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
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Framed as a question but references an unverified allegation about Trudeau's past, seeking information or making an implicit accusation.
@usarmyconstitution1
Mar 5, 2025
Trump power tripping ?
Trump power tripping ?
Brief interrogative statement with skeptical tone, seeking confirmation or expressing doubt about Trump's behavior.
@Akiratoriyama27
Mar 4, 2025
This is racist?
This is racist?
Brief interrogative challenging the video's framing as potentially racist, seeking clarification or debate.
Bibidohl
Jan 28, 2026
Drug war right?
Drug war right?
Brief clarifying question about context, seeking information about the video's subject matter.
Question
0.70
@rujakracer5649
Mar 4, 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
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
Wasn't this bozo supposed to resign ? He's done crying ? ?
Wasn't this bozo supposed to resign ? He's done crying ? ?
Poses rhetorical questions about resignation and emotional state, seeking clarification or expressing skepticism.
@evildos
Mar 4, 2025
Help us Canada ?
Help us Canada ?
A brief plea or question directed at Canada, seeking help or support in an ambiguous way.
@HEYzay623
Mar 4, 2025
IT'S NOT AMERICANS ?
IT'S NOT AMERICANS ?
Poses a brief, unclear question that appears to challenge an assertion about Americans.
Question
0.70
@AMitch-vn9nq
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
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
Why was fentanyl coming from Canada? They manufacture it?
Why was fentanyl coming from Canada? They manufacture it?
Asks a question about fentanyl sourcing that implies Canada manufactures it, combining inquiry with an unverified premise.
@anabellevicente8274
Mar 4, 2025
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
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
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
Will the EU help Canada when the US invade?
Will the EU help Canada when the US invade?
Poses a hypothetical question about international alliances and military support, comparing Canada's position to the EU.
@Matto_Harvo
Mar 4, 2025
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
How much real estate does Trump own in Russia?
How much real estate does Trump own in Russia?
Posed as a question but implies an unverified claim about Trump's Russian real estate holdings without evidence.
@kerryinnes9456
Mar 4, 2025
What’s happening to you America??
What’s happening to you America??
Rhetorical question expressing concern about America's direction, seeking clarification or expressing alarm about political/social conditions.
@KevinBurns86
Mar 4, 2025
Won't the Americans source frm some 3rd world latin american country ?
Won't the Americans source frm some 3rd world latin american country ?
Poses a question about American immigration sourcing while implicitly comparing to 'third world' countries.
@jdmoneymaker231
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)