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
What is a Carbon tax?
What is a Carbon tax?
Direct information-seeking question about a specific policy term.
Question
0.95
@DbiPro
Mar 4, 2025
What’s fentanyl why’s deodorant part big thing here I’m lost
What’s fentanyl why’s deodorant part big thing here I’m lost
Direct information-seeking about references mentioned in the video, requesting clarification.
Question
0.95
@cecileetelford
Mar 4, 2025
How does a state tariff the federal govt. or another state? Very confusing.
How does a state tariff the federal govt. or another state? Very confusing.
Direct request for clarification about how tariff mechanisms work between states and federal government.
Question
0.95
@StormyWeather21
Mar 4, 2025
1:20 is he talking about cutting electricity across the border?
1:20 is he talking about cutting electricity across the border?
Seeks clarification about a specific statement made in the video regarding electricity.
Question
0.95
@iceetmarne3571
Mar 4, 2025
Isn’t drug coming to Canada from USA & south Amenrican countries??
Isn’t drug coming to Canada from USA & south Amenrican countries??
Direct information-seeking question about drug sourcing to Canada, marked by question mark and request for clarification.
Question
0.95
@afromedia710
Mar 4, 2025
Why does he think Canada' is America closest Ally?
Why does he think Canada' is America closest Ally?
Direct information-seeking question challenging a factual claim about Canada-US relations.
Question
0.95
@rrraaadddiiiooo7766
Mar 4, 2025
I thought this guy stepped down a couple weeks ago?
I thought this guy stepped down a couple weeks ago?
Seeks factual clarification about whether the political figure recently resigned, framed as an information-seeking question.
Question
0.95
@outuvcontext
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
How are we fighting with Canada
How are we fighting with Canada
Simple information-seeking question about the nature of the conflict between countries.
Question
0.95
@lowballer101
Mar 4, 2025
who is this guy
who is this guy
Simple information-seeking question asking for identification of the person in the video.
Question
0.95
@mikeanike1425
Mar 4, 2025
wtf is he saying ?
wtf is he saying ?
Direct request for clarification about the video content's meaning.
Question
0.95
@wallxe9270
Mar 4, 2025
Who’s the woman in the background??
Who’s the woman in the background??
Simple factual question about a person visible in the video background.
@liamtraveller5469
Mar 4, 2025
This not necessary can someone tell me why this is ok or help me understand why?
This not necessary can someone tell me why this is ok or help me understand why?
Direct request for explanation and understanding about a policy or situation.
Question
0.95
@CharlesandTrippy
Mar 4, 2025
What specific actions by Canada would stop the tariffs?
What specific actions by Canada would stop the tariffs?
Direct information-seeking question about specific policy actions to resolve a trade dispute.
Question
0.95
@tdunn2
Mar 4, 2025
Who they all working for ?
Who they all working for ?
A direct question seeking information about who political figures are working for.
Question
0.95
@imranshaikh-dg3ft
Mar 4, 2025
Didn’t this guy resign?
Didn’t this guy resign?
Direct factual question seeking clarification about whether the person in the video has resigned.
Question
0.95
@Mr.P1983
Mar 4, 2025
Was this broadcast in full on Fox?
Was this broadcast in full on Fox?
Direct factual question about media coverage and broadcast details.
Question
0.95
@noname-sd5dt
Mar 4, 2025
whats trudeau going to do?
whats trudeau going to do?
Direct question seeking information about Trudeau's anticipated response or actions.
Question
0.95
@kmathew5712
Mar 4, 2025
Why is this guy resigning?!
Why is this guy resigning?!
Direct information-seeking question about why the person is resigning.
Question
0.95
@wandabarnett9159
Mar 4, 2025
100% tarriff on tesla?
100% tarriff on tesla?
A direct factual question seeking clarification about tariff policy.
Question
0.95
@cheforyourpartyprivatehire9765
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)