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
Denmark ??here????
Denmark ??here????
Brief information-seeking question about Denmark's relevance to the discussion.
Question
0.90
@gittejonny
Mar 4, 2025
We have all that in America. Where is the threat?
We have all that in America. Where is the threat?
Direct information-seeking question challenging the premise of threat claims.
Question
0.90
@whywouldudothat2914
Mar 4, 2025
will canada help fund ukraine How Canada plans to use Russian cash to help fund Ukraine’s war effort
will canada help fund ukraine How Canada plans to use Russian cash to help fund Ukraine’s war effort
Poses an information-seeking question about Canada's funding plans for Ukraine.
Question
0.90
@JamesJetland
Mar 4, 2025
Is America great yet?
Is America great yet?
Poses a rhetorical question about whether America has achieved Trump's campaign promise, seeking implicit affirmation or critique.
Question
0.90
@munksoe
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
Why is Trump doing this?!?!
Why is Trump doing this?!?!
Direct information-seeking question about Trump's motivations for trade actions.
Question
0.90
@Susanates-sz5te
Mar 4, 2025
I thought this guy stepped down.
I thought this guy stepped down.
Simple factual question seeking clarification about a political figure's current status.
Question
0.90
@jacktaylor9269
Mar 4, 2025
But they can tariff us?
But they can tariff us?
Seeks clarification or points out apparent inconsistency in tariff policy.
Question
0.90
@johntodd2081
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
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
Nobody needs Canada ?
Nobody needs Canada ?
Brief rhetorical question expressing skepticism about Canada's importance or relevance.
Question
0.90
@BMFTeeVee
Mar 4, 2025
6:58 what is talking about? He spent over 8 years working with Donald? Really? How is that possible?
6:58 what is talking about? He spent over 8 years working with Donald? Really? How is that possible?
Directly questions a factual claim made in the video, seeking clarification about timeline accuracy.
Question
0.90
@Judsonberry
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
I thought he resigned in January.
I thought he resigned in January.
Seeks factual clarification about a political figure's resignation status.
Question
0.89
@Jenlovescoasters
Mar 5, 2025
I want to be a Canadian I'm serious somebody please help me I don't know how to go about it
I want to be a Canadian I'm serious somebody please help me I don't know how to go about it
Information-seeking request about Canadian immigration process, expressing personal desire to immigrate.
@jameswarman8077
Mar 4, 2025
Why politicians let this happen? 🤷
Why politicians let this happen? 🤷
Seeks explanation for political decision-making regarding immigration through a rhetorical question.
JohnnyPreston6699
Jan 27, 2026
???????????
???????????
Question marks indicate confusion or request for clarification about the situation discussed.
Question
0.88
@glmchn
Mar 4, 2025
why they dropheads blaming those immigrants.
why they dropheads blaming those immigrants.
Rhetorical question seeking explanation for perceived blame directed at immigrants by a specific group.
Question
0.88
NikhilTanwar-zi4im
Dec 3, 2025
I thought he was stepping down 6 months ago
I thought he was stepping down 6 months ago
Seeks clarification about the timeline of a political announcement, expressing confusion.
Question
0.88
@Stephstephsteph1776
Mar 4, 2025
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
Requests specific economic data comparison between Brampton and similar cities to assess immigration impact.
pawanmohod6405
Sep 20, 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)