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 Justin still here?
Why is Justin still here?
Simple interrogative seeking information or expressing rhetorical questioning about Canadian leadership.
Question
0.90
@binkysteaver9880
Mar 4, 2025
Who's fault is that??
Who's fault is that??
A brief question seeking attribution of responsibility, likely referring to immigration policy outcomes discussed in the video.
Question
0.90
roger2539
Feb 25, 2026
Does this same scrutiny apply at airports?
Does this same scrutiny apply at airports?
Seeks clarification about whether the same immigration procedures apply in other contexts.
Question
0.90
valf6854
Dec 11, 2025
I got 15/20. I'm passes right? Pls someone reply
I got 15/20. I'm passes right? Pls someone reply
Seeks clarification about exam passing requirements and score interpretation.
Question
0.90
Maria-o3z8d
Dec 22, 2025
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
Provides clarification about passport requirements for different travel durations, addressing informational confusion.
Question
0.90
michaelholmes5150
Dec 10, 2025
Justin trudeau ??
Justin trudeau ??
Brief question seeking clarification or confirmation about whether the person discussed is Justin Trudeau.
Question
0.90
@abhijeetsinghkshatriya3552
Mar 4, 2025
Why is this allowed?
Why is this allowed?
Brief question seeking clarification or expressing disapproval about an unspecified policy or practice.
Question
0.90
Sparrow-q2m
Nov 25, 2025
Take your tax information?? Is that what he said?
Take your tax information?? Is that what he said?
Seeks confirmation/clarification about what was stated in the video regarding tax information requirements.
Question
0.90
crocadoodle7101
Dec 10, 2025
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Seeks clarification about historical facts presented in the video regarding European settlement origins.
Question
0.90
GleicianyMatias
Dec 5, 2025
????????????????????
????????????????????
String of question marks expressing confusion or skepticism without substantive content.
Question
0.90
@paulkho3670
Mar 4, 2025
Can anyone who voted for trump make these tarriffs make sense to me?
Can anyone who voted for trump make these tarriffs make sense to me?
A direct request for explanation or clarification about the logic behind Trump's tariff policies.
Question
0.90
@nbkbot7836
Mar 4, 2025
Are the tariffs going to be the same and equal? That’s all I want
Are the tariffs going to be the same and equal? That’s all I want
Seeks clarification about tariff policy specifics, framed as an information-seeking question.
Question
0.90
@Captainrobshow
Mar 4, 2025
Please someone provide me the name of the woman next to the Prime Minister because I felt like her, and I’m American ?
Please someone provide me the name of the woman next to the Prime Minister because I felt like her, and I’m American ?
Direct information-seeking request asking for identification of a person in the video.
Question
0.90
@QueenB951
Mar 4, 2025
What did Canada gain by following the U.S. in imposing a 100% tariff on Chinese EVs? Have you think the U.S. would impose tariffs on Canada as well?
What did Canada gain by following the U.S. in imposing a 100% tariff on Chinese EVs? Have you think the U.S. would impose tariffs on Canada as well?
Seeks clarification on Canada's tariff policy decisions and potential consequences.
@shaomilan3949
Mar 4, 2025
Why Canadiens are worried about Americans?
Why Canadiens are worried about Americans?
Direct information-seeking question about Canadian concerns regarding Americans, formatted as an inquiry.
Question
0.90
@claudiuserban6164
Mar 4, 2025
simple question if your country is in danger can you not remove your president from office is there nothing in the constitution as an option to do so
simple question if your country is in danger can you not remove your president from office is there nothing in the constitution as an option to do so
Seeks clarification about constitutional procedures for removing a president during national crisis.
Question
0.90
@whitemark84
Mar 4, 2025
Plwaze tell me this AI
Plwaze tell me this AI
A direct request for information or clarification about AI, seeking explanation or details.
Question
0.90
@bboyleo2003
Mar 4, 2025
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
I thought he quit
I thought he quit
Seeks clarification or information about whether someone resigned or left office.
Question
0.90
@BrokeWristEntertainmentTV
Mar 4, 2025
Is this the governor of canada?
Is this the governor of canada?
Direct factual question about the identity/role of the person in the video.
Question
0.90
@MV-mj6vt
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)