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
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
All this for what?
All this for what?
Minimal comment expressing confusion or skepticism about the situation, seeking clarification on purpose or stakes.
Question
0.90
@iosgamesplay8825
Mar 4, 2025
I thought he quit?
I thought he quit?
Seeks clarification about whether Trump has resigned from office.
Question
0.90
@p4tmchef
Mar 4, 2025
but she knew the visa was temporary ?
but she knew the visa was temporary ?
Direct clarification question about whether the visa holder was aware of the temporary nature of their visa.
Question
0.90
Eric-kn4yn
Feb 13, 2026
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
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
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
Is Canada going to make the Canadian Chinese pay more?
Is Canada going to make the Canadian Chinese pay more?
Direct information-seeking question about potential Canadian policy regarding Chinese-Canadian citizens.
Question
0.90
@CasperWang-n1k
Mar 4, 2025
Why are they coming from their own country ?
Why are they coming from their own country ?
Simple information-seeking question about immigration motivations, asking why people leave their home countries.
Question
0.90
GodWon3
Feb 13, 2026
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
What about scarborough now.
What about scarborough now.
Brief interrogative asking about Scarborough, seeking information or clarification.
Question
0.90
velmurugankandasamy9656
Oct 2, 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
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
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
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
I thought he had resigned ?
I thought he had resigned ?
Simple factual question seeking clarification about Trudeau's political status.
Question
0.90
@heytigers3104
Mar 4, 2025
I thought this bozo stepped down!?
I thought this bozo stepped down!?
Comment poses a clarification question about whether Trudeau has stepped down, seeking factual information.
Question
0.90
@sanrafaelarcangel4394
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
Should Canada ban the drugs ?
Should Canada ban the drugs ?
Direct question seeking information about whether Canada should implement a drug ban policy.
Question
0.90
@TFPPttt
Mar 4, 2025
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
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)