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
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Direct information-seeking question about Trump's motivations and Canada-US relations.
Question
0.90
@user-gy4lq1id1z
Mar 4, 2025
can i bring needed supplies to Canada? 90 miles away.
can i bring needed supplies to Canada? 90 miles away.
Direct information-seeking question about bringing supplies to Canada from nearby location.
Question
0.90
@scotmarechaux2706
Mar 4, 2025
Can I moveCanada....they
Can I moveCanada....they
Information-seeking query about immigration to Canada, though incomplete.
Question
0.90
@briangong007
Mar 4, 2025
Ask him what we have to pay Canada for tariffs? ?
Ask him what we have to pay Canada for tariffs? ?
A direct information-seeking question about tariff costs, requesting clarification on economic policy details.
Question
0.90
@tattooedteddy
Mar 4, 2025
Why the hawaii id at 1:15?
Why the hawaii id at 1:15?
Direct question seeking clarification about a detail observed in the video at a specific timestamp.
Robert-bu4hn
Jan 28, 2026
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Seeks clarification about political events and asks who will be next in leadership.
Question
0.90
@pepeleperth
Mar 4, 2025
I thought he quit.
I thought he quit.
Simple information-seeking question about whether someone left office.
Question
0.90
@Marta-e2g
Mar 5, 2025
Please, let us hear him speak
Please, let us hear him speak
Requests that the speaker be allowed to continue speaking, seeking more information.
Question
0.90
@RealGuddoo
Mar 4, 2025
He made this speech before Zelenskyy apologized didn't he?
He made this speech before Zelenskyy apologized didn't he?
Factual clarification question about the chronological sequence of events mentioned in the video.
Question
0.90
@kaceyilliot1669
Mar 4, 2025
Language Hindi please
Language Hindi please
Direct request for content in a specific language, seeking clarification or preference.
Question
0.90
dihanshiek253
Jan 27, 2026
“Fentanyl Czar” how do you get that title
“Fentanyl Czar” how do you get that title
Asks a clarifying question about how someone acquired a specific title or position.
Question
0.90
@ryanmichael7229
Mar 4, 2025
Seriously, what are Americans thinking when they hear this? Are they happy?
Seriously, what are Americans thinking when they hear this? Are they happy?
Rhetorical questions seeking to understand American perspectives and reactions to a policy or statement.
Question
0.90
@JackWestrop
Mar 4, 2025
Why is Justin still here?
Why is Justin still here?
Simple interrogative seeking information or expressing rhetorical questioning about Canadian leadership.
Question
0.90
@binkysteaver9880
Mar 4, 2025
Tyler in montreal??
Tyler in montreal??
Simple question seeking clarification about a person's location mentioned in the video.
Question
0.90
KZ_M
Jan 28, 2026
How hard is it to become Canadian?Is there a warm part
How hard is it to become Canadian?Is there a warm part
Two direct questions seeking information about Canadian immigration requirements and climate.
Question
0.90
@fngame1
Mar 4, 2025
Does this have more to do with Justin and Melania?
Does this have more to do with Justin and Melania?
Directly asks a clarifying question about the relationship between political figures and the video's subject matter.
Question
0.90
@barbarahooker5065
Mar 4, 2025
Thought these were reciprocal tariffs, whats going on?
Thought these were reciprocal tariffs, whats going on?
Seeks clarification about the nature and mechanics of the tariffs being discussed.
Question
0.90
@justinmckibben4534
Mar 4, 2025
Didn’t he quit?
Didn’t he quit?
Direct factual question seeking clarification about Trudeau's resignation status.
Question
0.90
@venomtactical5698
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
Now he wanna talk to Trump?
Now he wanna talk to Trump?
A brief interrogative seeking clarification or expressing surprise about Trudeau's willingness to engage with Trump.
Question
0.90
@Jaguar-lr7jq
Mar 5, 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)