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
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
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
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 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
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
Does they popping in Streets of Canada?
Does they popping in Streets of Canada?
Appears to be an informal question about immigrant activity/presence in Canadian streets, though phrasing is unclear.
Question
0.70
PatriotOfPersia
Oct 26, 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
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
Still waiting how we go outside
Still waiting how we go outside
Unclear phrasing but appears to be an information-seeking question about external movement or restrictions.
Question
0.70
@darshiliyanage9429
Feb 21, 2026
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 hate lndia
Why hate lndia
A brief, unclear question that appears to seek clarification or express confusion about anti-India sentiment.
Question
0.70
Vasanthipen
Mar 3, 2026
well , "who" let them "in"?
well , "who" let them "in"?
Rhetorical question implicitly blaming government officials for allowing immigrants to enter, seeking accountability.
HelloHi-x9k
Feb 18, 2026
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
Didnt Doug Saunders retire years ago & Globe & Mail shut down?
Didnt Doug Saunders retire years ago & Globe & Mail shut down?
Questions the credibility of a source (Doug Saunders/Globe & Mail) by asking if they've ceased operations, implying the information may be unreliable.
paulbadics3500
Feb 18, 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
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
Seeks explanation for drug dependency patterns in US states, framing comparative regional analysis.
@4NickAder
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
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
How Canada allow that statue? And where is the Canada Police ?
How Canada allow that statue? And where is the Canada Police ?
Asks questions about government policy and law enforcement regarding an unspecified issue, seeking clarification.
MarieA787
Jan 27, 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)