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
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Question
1,353 comments
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
Seeks clarification about emergency measures procedures and their legal timelines, framed as an information-seeking question.
@ianwilson4286
Mar 4, 2025
Curious to know, what will OUR government do to assist Americans who will be hit hard by this trade war?
Curious to know, what will OUR government do to assist Americans who will be hit hard by this trade war?
Information-seeking question about government assistance for Americans affected by trade war.
@Naja_1111
Mar 4, 2025
I though this dude quit stepped down lol
I though this dude quit stepped down lol
Clarification question about PM's current status, expressing confusion about whether he resigned.
Question
0.85
@timwilliams4329
Mar 4, 2025
Are you sure you have ally right now?
Are you sure you have ally right now?
Direct information-seeking question about whether the US currently has allies.
Question
0.85
@chafouaube985
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 think the gold mines are in canada
I think the gold mines are in canada
Brief factual question about gold mine locations in Canada, seeking information clarification.
Question
0.85
@pancake2662
Mar 4, 2025
Why are we doing this to our next door neighbors? How does anyone benefit from this? This is a very distressing turn of events and whoever is advising DT needs to be fired. I also …
Why are we doing this to our next door neighbors? How does anyone benefit from this? This is a very distressing turn of events and whoever is advising DT needs to be fired. I also wonder if all this theater and bluster coming from the WH is to distract us from other things? What is it that they don't want us to think about?
Multiple information-seeking questions about policy rationale and potential hidden motives, expressing moral concern.
@sagisli
Mar 4, 2025
As a chinenese i understand why trump add 25% tax on chinese gods, but 25% tax on canadian goods that i dont understand
As a chinenese i understand why trump add 25% tax on chinese gods, but 25% tax on canadian goods that i dont understand
Seeks clarification about the rationale for tariffs on Canadian goods compared to Chinese goods, expressing confusion about policy logic.
@anonimofied
Mar 4, 2025
Why did it take this to get Canada to stop these drugs from comming into the usa
Why did it take this to get Canada to stop these drugs from comming into the usa
Rhetorical question criticizing Canada's delayed response to drug trafficking, implying policy failure.
@williamwashington9365
Mar 4, 2025
Why is Trump adding these high tariffs? Tariff prices have to come through the house/cabinet. UNLESS he can show there is an emergency at the border.
Why is Trump adding these high tariffs? Tariff prices have to come through the house/cabinet. UNLESS he can show there is an emergency at the border.
Seeks clarification about the legal/procedural basis for Trump's tariff authority, questioning the legitimacy of the policy mechanism.
@hootowlquest
Mar 4, 2025
Thank you Sir!\nPlease stay on!\nI am a US citizen.\nCan I come to Canada as a refugee?
Thank you Sir!\nPlease stay on!\nI am a US citizen.\nCan I come to Canada as a refugee?
US citizen asks practical question about Canadian refugee eligibility while expressing support for Canadian leadership.
@pamelamiller3480
Mar 4, 2025
Americans stands with Canada ??
Americans stands with Canada ??
Seeks confirmation or information about American support for Canada, with implied solidarity.
@yomanewhawk8218
Mar 4, 2025
Is Canada hiring?? ? HAAALP!!
Is Canada hiring?? ? HAAALP!!
Information-seeking question about Canadian immigration opportunities, delivered with humorous desperation.
@ShapeNoise
Mar 4, 2025
Yet how has Canada been treating indigenous Canadians and other groups ?
Yet how has Canada been treating indigenous Canadians and other groups ?
Poses a rhetorical question challenging Canada's moral standing on treatment of marginalized groups, implying hypocrisy.
@NnTruth7
Mar 4, 2025
Am I tripping or I know this previously? Or he exactly saying the same thing?
Am I tripping or I know this previously? Or he exactly saying the same thing?
Questions whether the content is repetitive or previously heard, seeking clarification about the video's novelty.
@zewisdom4822
Mar 4, 2025
To all Americans, is this really what you signed up for when you voted for Trump?
To all Americans, is this really what you signed up for when you voted for Trump?
Poses a rhetorical question to Americans about their voting choice, implicitly critiquing Trump while seeking accountability.
@ricardobonito1210
Mar 4, 2025
Can i move to canada, their government has a brain
Can i move to canada, their government has a brain
Seeks information about immigration to Canada while implicitly comparing government competence.
@Pisdattrump
Mar 4, 2025
If my household has already been living more frugal since 2019, how will this affect us?
If my household has already been living more frugal since 2019, how will this affect us?
Information-seeking question about personal economic impact of tariffs, grounded in household financial concerns.
@weignerg
Mar 4, 2025
Trump is accelerating the fall of US empire?
Trump is accelerating the fall of US empire?
Posed as a question seeking confirmation or discussion about US geopolitical decline.
@Academics-Math
Mar 4, 2025
When will our government stick up for the Canadian people?
When will our government stick up for the Canadian people?
Posed as rhetorical question demanding government accountability to Canadian citizens, implying policy failure.
Lakeboii70
Aug 25, 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)