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
Didn’t he resign?
Didn’t he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@TomMcKee33
Mar 4, 2025
Can I have the PDF version please?
Can I have the PDF version please?
User is requesting a specific resource (PDF version) from the video creator.
Question
0.95
MohamedArafa-km8yv
May 30, 2025
What is Trump up to. I can't understand his thinking? ?
What is Trump up to. I can't understand his thinking? ?
Direct question seeking understanding of Trump's motivations and reasoning.
Question
0.95
@newtonmalwa5654
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
Who would they vote for？
Who would they vote for？
A straightforward information-seeking question about voting behavior.
Question
0.95
hojacqui7595
Jan 28, 2026
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
Where do we go from here?
Where do we go from here?
A direct information-seeking question about future direction or next steps.
Question
0.95
@sergiorocha76
Mar 4, 2025
I don't understand why this is happening. Why are we doing this?
I don't understand why this is happening. Why are we doing this?
Seeks information and clarification about the reasons behind a policy or action, expressed as genuine confusion.
Question
0.95
@ArkhamScarecr0w1
Mar 4, 2025
Ask our government.
Ask our government.
Brief directive asking commenters to contact government, functioning as an implicit question about responsibility for immigration policy.
Question
0.95
tammylaronde8593
Aug 28, 2025
How they are going to host the FIFA world cup 2026 together ?
How they are going to host the FIFA world cup 2026 together ?
Direct information-seeking question about logistical feasibility of hosting FIFA World Cup 2026.
Question
0.95
@marwan0511
Mar 4, 2025
Can someone explain the ending
Can someone explain the ending
Direct request for clarification about the video's ending.
Question
0.95
AniRena
Jan 28, 2026
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
FIRST Nation?
FIRST Nation?
Simple clarification question about terminology regarding First Nations.
Question
0.95
AMPProf
Sep 19, 2025
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Commenter seeks factual information about residency requirements and test preparation materials.
Question
0.95
Christine-l4l3c
Jan 28, 2026
Where are you from Tyler?
Where are you from Tyler?
Simple information-seeking question asking for personal biographical details about the video creator.
Question
0.95
BrentRyley
Jan 29, 2026
What’s singh’s first name?
What’s singh’s first name?
Direct factual question seeking information about a person's name.
Question
0.95
marryson123
Feb 18, 2026
Where is fentynal produced?
Where is fentynal produced?
Direct information-seeking question about fentanyl production source.
Question
0.95
@diannemorris6664
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
Why wait until Oct?
Why wait until Oct?
Simple clarification question seeking information about timing mentioned in the video.
Question
0.95
@WorkersUnited111
Feb 23, 2026
Bro how you filmed this?
Bro how you filmed this?
Direct question asking about video production methods.
Question
0.95
hokaleukko4603
Jan 28, 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)