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 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
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
Isn't he no longer the pm?
Isn't he no longer the pm?
Direct factual question seeking clarification about the speaker's current political status.
Question
0.95
@crystalz-h1d
Mar 5, 2025
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Commenter is requesting information about bilingual content in the video.
Question
0.95
@yolandevilleneuve4474
Mar 4, 2025
What was Trump's reason for the tariff?
What was Trump's reason for the tariff?
A straightforward factual question seeking information about Trump's tariff rationale.
Question
0.95
@Bruce_LeRoyy
Mar 4, 2025
i thought this guy stepped down????
i thought this guy stepped down????
A straightforward factual question seeking clarification about the speaker's current political status.
Question
0.95
@blackburgundy1659
Mar 4, 2025
Who put who on notice?
Who put who on notice?
Direct clarification question seeking information about who issued a notice to whom.
Question
0.95
@brendaglassco1862
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
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
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
I thought he was stepping down?
I thought he was stepping down?
Direct information-seeking question about whether someone was stepping down.
Question
0.95
@bryanttaylor4300
Mar 4, 2025
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
Hello Joyce kindly share pathways for social workers
Hello Joyce kindly share pathways for social workers
Direct request for information about immigration pathways for social workers.
Question
0.95
@justusmushila5662
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
Didn't this guy resign ?
Didn't this guy resign ?
Simple factual question asking whether the person in the video has resigned.
Question
0.95
@costaplumbingsystems
Mar 4, 2025
Does the US EXPORT or IMPORT more fentanyl to Canada?
Does the US EXPORT or IMPORT more fentanyl to Canada?
Direct information-seeking question about US fentanyl trade patterns with Canada.
Question
0.95
@chichigirl69
Mar 4, 2025
I thought this guy was resigning…
I thought this guy was resigning…
Simple factual question about whether the speaker was resigning, seeking clarification.
Question
0.95
@Rustyruss137
Mar 4, 2025
Didnt he resign
Didnt he resign
A brief information-seeking question about whether a political figure resigned.
Question
0.95
@aureliogutierrezz937
Mar 4, 2025
Didn't this fella already resigned?
Didn't this fella already resigned?
Direct factual question seeking clarification about whether someone resigned.
Question
0.95
@Patriarchy_69
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
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)