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
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
Seeks clarification about emergency measures procedures and their legal timelines, framed as an information-seeking question.
@ianwilson4286
Mar 4, 2025
Lithuania?Canada????
Lithuania?Canada????
Expresses confusion or seeks clarification about Lithuania and Canada connection, formatted as interrogative.
Question
0.85
@arunas3165
Mar 4, 2025
He said a fight is this q declaration of war?????
He said a fight is this q declaration of war?????
The commenter is asking for clarification about whether a fight constitutes a declaration of war, seeking information or understanding.
Question
0.85
@moicrux7112
Mar 4, 2025
What does the Trump administration do to stop the flow of Fentanyl into Canada? Surely it is not a one-way flow.
What does the Trump administration do to stop the flow of Fentanyl into Canada? Surely it is not a one-way flow.
Asks about US policy on fentanyl flow while implying bilateral responsibility, combining information-seeking with cross-border comparison.
@pietekoo5559
Mar 4, 2025
I thought he quit.
I thought he quit.
Seeks clarification about whether the video subject (likely Trudeau) has resigned or left office.
Question
0.85
@kellenburger
Mar 4, 2025
I thought he was leaving office...WHEN???
I thought he was leaving office...WHEN???
Expresses frustration about leadership tenure and demands timeline for departure, formatted as interrogative.
@kimmartin6759
Mar 4, 2025
Why can’t he be our President?
Why can’t he be our President?
Direct question expressing a wish for Trudeau to be US President, seeking clarification or expressing a preference.
Question
0.85
@abbymelvin6654
Mar 4, 2025
Didn’t this man Step down? Why is he still stepping up to microphone?
Didn’t this man Step down? Why is he still stepping up to microphone?
Seeks clarification about a political figure's status and current role, framed as an information-seeking question.
Question
0.85
@WeAreBleszt
Mar 4, 2025
I wanna move to Canada ??
I wanna move to Canada ??
Direct question expressing interest in immigrating to Canada, seeking information about relocation.
@robertgarcia8332
Mar 4, 2025
Why argue and explain now ?
Why argue and explain now ?
Brief rhetorical question questioning the value of continued diplomatic explanation, implying frustration with negotiation strategy.
Question
0.85
@andrestorres7309
Mar 4, 2025
Why couldnt we have a leader like this? How do i become a resident? I promise i didnt vote for the pos.
Why couldnt we have a leader like this? How do i become a resident? I promise i didnt vote for the pos.
Seeks information about Canadian residency while expressing admiration for Canadian leadership and criticism of US leadership.
@morganjacob1195
Mar 4, 2025
Question for CNN do you think trump will send troups to Russia to support putin ?
Question for CNN do you think trump will send troups to Russia to support putin ?
Asks a direct question about Trump's potential military actions, though it's misdirected at CNN rather than the video creator.
@margaretpeacock2211
Mar 4, 2025
He said he is going to match everyone's tariffs
He said he is going to match everyone's tariffs
Reports what someone said as a factual statement, functioning as information sharing rather than argument.
Question
0.85
@gregburgess8432
Mar 4, 2025
I think the gold mines are in canada
I think the gold mines are in canada
Brief factual question about gold mine locations in Canada, seeking information clarification.
Question
0.85
@pancake2662
Mar 4, 2025
Curious to know, what will OUR government do to assist Americans who will be hit hard by this trade war?
Curious to know, what will OUR government do to assist Americans who will be hit hard by this trade war?
Information-seeking question about government assistance for Americans affected by trade war.
@Naja_1111
Mar 4, 2025
Open Parliament ? JT calling Putin a dictator ?
Open Parliament ? JT calling Putin a dictator ?
Rhetorical questions expressing skepticism about parliamentary openness and Trudeau's criticism of Putin, seeking clarification or making a point through interrogative form.
Question
0.85
@lilybeth729
Mar 4, 2025
Are you sure you have ally right now?
Are you sure you have ally right now?
Direct information-seeking question about whether the US currently has allies.
Question
0.85
@chafouaube985
Mar 4, 2025
Where are MEGA supporters??
Where are MEGA supporters??
The comment is a direct question seeking information about the whereabouts or presence of MEGA supporters.
Question
0.85
@TL-wu4id
Mar 4, 2025
I'm sorry but how are we able to implement all that border control measures with such a short amount of time to catch teeny tiny grams of Fentanyl but we can't stop the truckloads of …
I'm sorry but how are we able to implement all that border control measures with such a short amount of time to catch teeny tiny grams of Fentanyl but we can't stop the truckloads of stolen cars from leaving our borders? Can you make this make sense too?
Poses a logical question challenging the inconsistency of border control priorities, seeking clarification on policy implementation.
@dawnydawnydawny
Mar 4, 2025
I thought Trump was all about peace?
I thought Trump was all about peace?
Poses a rhetorical question challenging Trump's stated commitment to peace.
Question
0.85
@ramonamona1989
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)