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
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
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
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
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
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
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
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
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
What’s trudeaus approval rating?
What’s trudeaus approval rating?
Direct information-seeking question about a political figure's approval rating.
Question
0.95
@MrFeeny911
Mar 4, 2025
Prince rupert ?
Prince rupert ?
Simple question seeking clarification or information about a specific location mentioned in the video.
Question
0.95
@ypanso
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
Are there Punjabi people in South Africa?
Are there Punjabi people in South Africa?
Straightforward factual question about Punjabi populations in South Africa, seeking information.
Question
0.95
created_jam
Feb 17, 2026
Is he still the PM of Canada, I think he has resigned ????
Is he still the PM of Canada, I think he has resigned ????
Seeks clarification about the current PM's status through direct questioning.
Question
0.95
@ExploreEveryThing69
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
So how do i defect from the USA to Canada.
So how do i defect from the USA to Canada.
Direct information-seeking question about immigration procedures from USA to Canada.
Question
0.95
@johnguile1966
Mar 4, 2025
pls do bangladesh side pls
pls do bangladesh side pls
Simple request for the video creator to cover Bangladesh in future content.
Question
0.95
OnexBlox444
Feb 16, 2026
Please can international students with a job offer and previous experience apply?
Please can international students with a job offer and previous experience apply?
Direct information-seeking question about eligibility requirements for international students with job offers.
Question
0.95
@Onenaijagirl
Mar 4, 2025
Why? Why is djt doing this? It makes no sense.
Why? Why is djt doing this? It makes no sense.
Direct information-seeking question about Trump's motivations and reasoning, seeking clarification.
Question
0.95
@evanhil02
Mar 4, 2025
What is the desired outcome of the tariffs for the U.S.?
What is the desired outcome of the tariffs for the U.S.?
Direct information-seeking question about U.S. tariff policy objectives.
Question
0.95
@JWEATHERSBY
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
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)