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
Let's see what Donald's next move will be.
Let's see what Donald's next move will be.
Seeks information about Trump's anticipated next action, framed as an open-ended inquiry.
Question
0.90
@TargetedInChicago
Mar 4, 2025
Is Canada going to make the Canadian Chinese pay more?
Is Canada going to make the Canadian Chinese pay more?
Direct information-seeking question about potential Canadian policy regarding Chinese-Canadian citizens.
Question
0.90
@CasperWang-n1k
Mar 4, 2025
97% drop in seizures ? So you’re seizing less now ? How does that make sense
97% drop in seizures ? So you’re seizing less now ? How does that make sense
Clarification question challenging the logic of a statistic mentioned in the video.
Question
0.90
@IEA_455
Mar 4, 2025
What the hell is going on ???
What the hell is going on ???
Expresses confusion and seeks clarification about current events.
Question
0.90
@meliodasking696
Mar 4, 2025
What are the products we can buy in France to support Canada ? ?? ??
What are the products we can buy in France to support Canada ? ?? ??
Direct information-seeking question about purchasing French products to support Canada.
Question
0.90
@Isabelle-sz5xf
Mar 4, 2025
cnn, Canadian News Network?
cnn, Canadian News Network?
Seeks clarification about what CNN stands for in this context.
Question
0.90
@flyingwyoming5184
Mar 4, 2025
Can Trump loose face?
Can Trump loose face?
Direct question posed about Trump's ability to lose face, seeking clarification or response.
Question
0.90
@michaelhedegaard7846
Mar 4, 2025
Did anyone get blisters?
Did anyone get blisters?
Casual question seeking information about a specific detail or experience related to the video content.
Question
0.90
@kevinnosx9
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
Does Trump think this will push Canadians to joining America as a new state.
Does Trump think this will push Canadians to joining America as a new state.
Poses a speculative question about Trump's strategic intent regarding Canadian statehood.
Question
0.90
@valjanes2549
Mar 4, 2025
Why would u work with Isreal?
Why would u work with Isreal?
Direct question seeking clarification about Canada's relationship with Israel.
Question
0.90
@bilalbajwa2680
Mar 4, 2025
I thought he stepped down
I thought he stepped down
Simple factual question seeking clarification about whether a political figure stepped down.
Question
0.90
@sherrygibson9544
Mar 4, 2025
So what the problem?
So what the problem?
Direct question seeking clarification or information about the issue being discussed.
Question
0.90
@glennlee-y6w
Mar 4, 2025
I thought he had resigned ?
I thought he had resigned ?
Simple factual question seeking clarification about Trudeau's political status.
Question
0.90
@heytigers3104
Mar 4, 2025
I thought this bozo stepped down!?
I thought this bozo stepped down!?
Comment poses a clarification question about whether Trudeau has stepped down, seeking factual information.
Question
0.90
@sanrafaelarcangel4394
Mar 4, 2025
Nobody needs Canada ?
Nobody needs Canada ?
Brief rhetorical question expressing skepticism about Canada's importance or relevance.
Question
0.90
@BMFTeeVee
Mar 4, 2025
I thought he stepped down ??? i guess not
I thought he stepped down ??? i guess not
Seeks clarification about whether a political figure has actually stepped down, expressing confusion about current status.
Question
0.90
@lorddeathtoall
Mar 4, 2025
So is Carney gonna allow pipelines to the EU?
So is Carney gonna allow pipelines to the EU?
Direct information-seeking question about a specific policy position regarding pipelines and the EU.
Question
0.90
@elpasitodelfin
Mar 4, 2025
I thought this guy quit?
I thought this guy quit?
Information-seeking question about whether a public figure has retired from politics.
Question
0.90
@tylerkiener4435
Mar 4, 2025
hadn't Trudeau resigned? have they not found someone else?
hadn't Trudeau resigned? have they not found someone else?
Commenter asks factual questions about Trudeau's resignation status and leadership succession.
Question
0.90
@MG-iy1oh
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)