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
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Directly seeks clarification about tariff policy specifics with a clear interrogative structure.
Question
0.95
@douglaserb1
Mar 4, 2025
So my question is “ Why?”
So my question is “ Why?”
Direct information-seeking question about the rationale behind the tariffs.
Question
0.95
@monalisa542
Mar 4, 2025
who is your ally
who is your ally
Simple information-seeking question about who is being referenced as an ally.
Question
0.95
@AlanSmith-t1i
Mar 4, 2025
How many listened to this speech? ?
How many listened to this speech? ?
Direct information-seeking question about audience size for the speech.
Question
0.95
@MaBharatvarsh
Mar 4, 2025
Why did Trump do it?
Why did Trump do it?
Direct information-seeking question about Trump's motivations.
Question
0.95
@josephkaminer2337
Mar 4, 2025
Don't want to see Americans hurt.. elaborate please...?
Don't want to see Americans hurt.. elaborate please...?
Direct request for clarification and elaboration on a previous statement.
Question
0.95
@markbogue9547
Mar 4, 2025
whos trudeau
whos trudeau
Simple information-seeking question asking for identification of who Trudeau is.
Question
0.95
@burninktattoo
Mar 4, 2025
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether a political figure resigned.
Question
0.95
@Dan-hz5tg
Mar 4, 2025
I thought he resigned?
I thought he resigned?
Direct factual question seeking clarification about whether a political figure resigned.
Question
0.95
@jump13000
Mar 4, 2025
I thought he stepped down...
I thought he stepped down...
Simple factual question about whether Trudeau stepped down from his position.
Question
0.95
@yhchang511
Mar 4, 2025
Why is he so concerned about Americans? Isn't Canada getting the 25% tariffs also?
Why is he so concerned about Americans? Isn't Canada getting the 25% tariffs also?
Seeks clarification about the focus of concern regarding tariffs and their impact on Canada.
Question
0.95
@tlc642
Mar 4, 2025
Isn’t he supposedly step down?
Isn’t he supposedly step down?
Direct factual question about Trudeau's political status, seeking clarification on current events.
Question
0.95
@WorldTopSeven
Mar 4, 2025
Who can tell me, what will happen to America and American's future????
Who can tell me, what will happen to America and American's future????
Direct information-seeking question about America's future, requesting clarification or prediction.
Question
0.95
@yaousa5475
Mar 4, 2025
He is still PM?
He is still PM?
Direct factual question seeking clarification about current political status.
Question
0.95
@Mike-hz4cp
Mar 4, 2025
Will this make eggs cheaper?
Will this make eggs cheaper?
Direct information-seeking question about economic impact of immigration policy on egg prices.
Question
0.95
@unitfps
Mar 4, 2025
what is america doing?
what is america doing?
Simple information-seeking question about American actions, seeking clarification or context.
Question
0.95
@AutoCad-tl2me
Mar 4, 2025
What do the united states gets from Canada
What do the united states gets from Canada
Direct information-seeking question about US-Canada trade benefits.
Question
0.95
@sweikel7012
Mar 4, 2025
Is Canada accepting refugees?
Is Canada accepting refugees?
Direct information-seeking question about Canadian refugee acceptance policy.
Question
0.95
@steveg1833
Mar 4, 2025
I thought this guy was stepping down as PM, how is he still there?
I thought this guy was stepping down as PM, how is he still there?
Direct factual question seeking clarification about the PM's status.
Question
0.95
@hansgruber7631
Mar 4, 2025
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
Direct request for clarification about a specific claim made in the video regarding Canada and Switzerland.
Question
0.95
beepborpbeepborp
Feb 5, 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)