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 he quit
I thought he quit
Seeks clarification or information about whether someone resigned or left office.
Question
0.90
@BrokeWristEntertainmentTV
Mar 4, 2025
Please someone provide me the name of the woman next to the Prime Minister because I felt like her, and I’m American ?
Please someone provide me the name of the woman next to the Prime Minister because I felt like her, and I’m American ?
Direct information-seeking request asking for identification of a person in the video.
Question
0.90
@QueenB951
Mar 4, 2025
Does Canada have an equivilant to ICE?
Does Canada have an equivilant to ICE?
Seeks factual information about Canadian immigration enforcement agencies by comparing to US ICE.
sweenie58
Feb 27, 2026
What did Canada gain by following the U.S. in imposing a 100% tariff on Chinese EVs? Have you think the U.S. would impose tariffs on Canada as well?
What did Canada gain by following the U.S. in imposing a 100% tariff on Chinese EVs? Have you think the U.S. would impose tariffs on Canada as well?
Seeks clarification on Canada's tariff policy decisions and potential consequences.
@shaomilan3949
Mar 4, 2025
what other country gives health care for free beside canada for visiters
what other country gives health care for free beside canada for visiters
Seeks information by asking which countries provide free healthcare to visitors, comparing Canada to other nations.
ValWeins
Feb 26, 2026
simple question if your country is in danger can you not remove your president from office is there nothing in the constitution as an option to do so
simple question if your country is in danger can you not remove your president from office is there nothing in the constitution as an option to do so
Seeks clarification about constitutional procedures for removing a president during national crisis.
Question
0.90
@whitemark84
Mar 4, 2025
Plwaze tell me this AI
Plwaze tell me this AI
A direct request for information or clarification about AI, seeking explanation or details.
Question
0.90
@bboyleo2003
Mar 4, 2025
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
Is this the governor of canada?
Is this the governor of canada?
Direct factual question about the identity/role of the person in the video.
Question
0.90
@MV-mj6vt
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
10:51 Jayden smith???
10:51 Jayden smith???
Commenter asks for clarification about a person's identity at a specific timestamp in the video.
Question
0.90
Earl4231
Jan 27, 2026
8 years? What is he talking about?
8 years? What is he talking about?
Seeks clarification about a specific claim made in the video regarding an eight-year timeframe.
Question
0.90
@MarkHancock-s8k
Mar 4, 2025
I dont know why canada is dragging Russia here ??
I dont know why canada is dragging Russia here ??
Expresses confusion and seeks clarification about why Russia is mentioned in the video's context.
Question
0.90
@bikashpahari5264
Mar 4, 2025
So what the problem?
So what the problem?
Direct question seeking clarification or information about the issue being discussed.
Question
0.90
@glennlee-y6w
Mar 4, 2025
Did the MAGA networks show this?
Did the MAGA networks show this?
Asks whether mainstream media covered the speech, seeking information about media coverage.
@ricknfred1025
Mar 4, 2025
Damn, is this for real?
Damn, is this for real?
Simple question seeking verification of video authenticity.
Question
0.90
Tuspeliculasfavoritas.
Jan 27, 2026
Is this my sign to move to Canada?
Is this my sign to move to Canada?
Information-seeking question about whether Canada's policies are attractive enough to prompt immigration.
@danman_ls
Mar 4, 2025
He hasn't seen his latest speech??
He hasn't seen his latest speech??
Direct question seeking clarification about whether the subject has viewed a recent speech.
Question
0.90
@DingDong-ly5cj
Mar 4, 2025
The redemption of Trudeau? Yes or no.
The redemption of Trudeau? Yes or no.
Direct yes-or-no question seeking others' opinions on Trudeau's redemption.
Question
0.90
@OCDGamer
Mar 5, 2025
Didn't this guy resign a few months ago? Or is it Mandela effect?
Didn't this guy resign a few months ago? Or is it Mandela effect?
Seeks factual clarification about whether Trudeau resigned, expressing confusion about recent events.
Question
0.90
@100Megashock
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)