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 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
Didn't Castro Jr already resign....
Didn't Castro Jr already resign....
Commenter is seeking clarification about whether Castro Jr (likely Trudeau) has already resigned.
Question
0.85
@WinthorpeLouiseIII
Mar 4, 2025
wasnt the main reason for the tarifs because of fentanyl
wasnt the main reason for the tarifs because of fentanyl
Seeks clarification about the stated rationale for tariffs, questioning the accuracy of the government's stated reasoning.
@matthewold5816
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
It is not all Americans ?
It is not all Americans ?
Seeking clarification or information about whether all Americans share a particular view or characteristic.
Question
0.85
@nancymichalak9490
Mar 4, 2025
Why are we in a trade war with Canada? God, this is going to be a long four years.
Why are we in a trade war with Canada? God, this is going to be a long four years.
Seeks explanation for trade war policy while expressing concern about its duration.
@chghfd4946
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
Didn't this joker resign?
Didn't this joker resign?
Seeks factual clarification about whether a political figure resigned, questioning the video's subject.
@gautam_kr
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 this guy has resigned? Why is he speaking for Canadians?
I thought this guy has resigned? Why is he speaking for Canadians?
Primarily seeks clarification about speaker's legitimacy and authority, with implicit criticism of his role.
@HallofKnowledge
Mar 4, 2025
Why did this to your neighbour ?
Why did this to your neighbour ?
Unclear interrogative seeking clarification about the video's subject matter or context.
Question
0.85
@MIris44474
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
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
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
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
When his mandat will ends ? She said that hr will not be pm afrer few days.
When his mandat will ends ? She said that hr will not be pm afrer few days.
Asks when a political mandate will end and references a resignation, seeking clarification on political timeline.
Question
0.85
@BabelEnkidu
Mar 4, 2025
im Romanian and i'm actually curious... from what i know trump got elected because he promised people cheaper eggs... did that happen?
im Romanian and i'm actually curious... from what i know trump got elected because he promised people cheaper eggs... did that happen?
Romanian commenter seeks factual information about whether Trump's campaign promise of cheaper eggs materialized, comparing expectations to outcomes.
@Vic-uz9jd
Mar 4, 2025
Didn't Castro's son quit? Wheres the Pierre dude?
Didn't Castro's son quit? Wheres the Pierre dude?
Asks clarifying questions about Canadian political leadership ('Didn't Castro's son quit? Where's the Pierre dude?').
Question
0.85
@Tim91253
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
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
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)