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
Canadian takes advantage ?
Canadian takes advantage ?
Brief interrogative statement seeking clarification or information about Canadian advantage or benefit.
Question
0.90
@KKK96226
Mar 5, 2025
Love to this this guy debate with Trump? without his little JD backup
Love to this this guy debate with Trump? without his little JD backup
Commenter poses a hypothetical question about a debate scenario, seeking information or expressing curiosity about a potential confrontation.
Question
0.90
@bobajob1601
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
Thought this guy resigned?
Thought this guy resigned?
Seeks factual clarification about whether a political figure resigned.
Question
0.90
@heavenbound392
Mar 4, 2025
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the …
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the checks and balances?
A non-American seeking clarification about U.S. constitutional checks and balances, framed through comparison to their own country's system.
@adf123-j1f
Mar 4, 2025
So there's fentanyl in Canada, any arrested or caught?
So there's fentanyl in Canada, any arrested or caught?
Direct information-seeking question about fentanyl arrests in Canada.
Question
0.90
@thirzoeodalboder2134
Mar 4, 2025
I thought folk wanted him out ?
I thought folk wanted him out ?
Seeks clarification or expresses confusion about contradictory public opinion regarding a political figure.
Question
0.90
@DawnSilverStone
Mar 4, 2025
When did we say we are supporting Russia???
When did we say we are supporting Russia???
Commenter asks a clarifying question about who stated support for Russia, seeking information or challenging an assertion.
Question
0.90
@XUncleBossX
Mar 4, 2025
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Seeks clarification about whether tariffs violate trade agreements, framed as an information-seeking question.
@mylenegosselin2783
Mar 4, 2025
What the hell is going on ???
What the hell is going on ???
Expresses confusion and seeks clarification about current events.
Question
0.90
@meliodasking696
Mar 4, 2025
cnn, Canadian News Network?
cnn, Canadian News Network?
Seeks clarification about what CNN stands for in this context.
Question
0.90
@flyingwyoming5184
Mar 4, 2025
Can Trump loose face?
Can Trump loose face?
Direct question posed about Trump's ability to lose face, seeking clarification or response.
Question
0.90
@michaelhedegaard7846
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
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
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
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
Seeks clarification about the economic logic of tariff policies through questioning.
Question
0.90
@drfostermusic
Mar 4, 2025
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Seeks factual clarification about Trudeau's resignation status, explicitly marked as a genuine question.
Question
0.90
@jsun3639
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)