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
Well wtf do we need to do huh
Well wtf do we need to do huh
Seeks clarification or guidance on what action is needed, expressed as a rhetorical question.
Question
0.85
@NaomiHope-143
Mar 4, 2025
Wouldn’t it be nice to have a rational President like Trudeau? Can someone explain to me why Trump is making enemies of everyone but Russia and North Korea?
Wouldn’t it be nice to have a rational President like Trudeau? Can someone explain to me why Trump is making enemies of everyone but Russia and North Korea?
Commenter seeks explanation for Trump's foreign policy while implicitly comparing him unfavorably to Trudeau.
@CocoW1968
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
I want to move to Canada ?
I want to move to Canada ?
Simple expression of interest/inquiry about moving to Canada.
Question
0.85
@gailjaramillo426
Mar 4, 2025
I thought Canadian people hated Trudeau ?
I thought Canadian people hated Trudeau ?
Seeks clarification or information about Canadian public opinion toward Trudeau through a direct question.
Question
0.85
@xoltan116
Mar 4, 2025
Why is trudela still around? Didn't he quit?
Why is trudela still around? Didn't he quit?
Commenter is asking for clarification about Trudeau's political status, seeking information.
Question
0.85
@zorans8114
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 fetanyl is an essential medical drug?
I thought fetanyl is an essential medical drug?
Information-seeking question about fentanyl's medical status, likely challenging claims made in the video about the drug.
Question
0.85
@ignatiuschua5268
Mar 4, 2025
no more made in china???
no more made in china???
A brief interrogative seeking clarification or confirmation about manufacturing sourcing, formatted as a question.
Question
0.85
@jackiepink5907
Mar 4, 2025
But have you caught anyone at your borders?
But have you caught anyone at your borders?
Direct information-seeking question about border enforcement actions.
Question
0.85
@KimYoung-s3j
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
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
All those that love how this dude speaks...just curious of how yall thought biden spoke the last 4 years. Answers please ?
All those that love how this dude speaks...just curious of how yall thought biden spoke the last 4 years. Answers please ?
Poses a rhetorical question comparing current leadership favorably to Biden's speaking style, seeking responses from others.
@brianteague44
Mar 4, 2025
Didnt Canada already have tariffs against us?
Didnt Canada already have tariffs against us?
Seeks factual clarification about existing Canadian tariffs in a comparative context with US tariffs.
@RichardTiland
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
Trump is smart ?????????????
Trump is smart ?????????????
Poses a rhetorical question challenging the assertion that Trump is smart, seeking clarification or expressing skepticism.
Question
0.85
@Jezul-u6r
Mar 4, 2025
Not sure why the tarrifs where exactly placed ,would need too see the books from the last ten years,,,,
Not sure why the tarrifs where exactly placed ,would need too see the books from the last ten years,,,,
Commenter expresses uncertainty about tariff placement and requests access to financial records for clarification.
Question
0.85
@wargodra
Mar 4, 2025
Just curious, currently (before Trump's Tariffs) how much TARIFFS does Canada pay for American goods and how much TARRIFS does America pay for Canadian goods? If Trump is increasing TARIFFS more than Canada, then that's …
Just curious, currently (before Trump's Tariffs) how much TARIFFS does Canada pay for American goods and how much TARRIFS does America pay for Canadian goods? If Trump is increasing TARIFFS more than Canada, then that's sad.
Seeks factual information about tariff rates between Canada and the USA, framed as an economic comparison question.
@northdakotausa
Mar 4, 2025
?? Mexico stands with Canada ??
?? Mexico stands with Canada ??
Commenter poses a question with uncertainty markers, seeking clarification or expressing surprise about Mexico's position.
Question
0.85
@jessebustamante-qj7cl
Mar 4, 2025
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
Seeks clarification about the logical framing of escalation, questioning the CNN anchor's characterization.
Question
0.85
@isosthenie8271
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)