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
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
Seeks Trump's response to Trudeau's speech while implying the facts presented are irrefutable, framed as an information-seeking question.
@DawnRace-bh6tp
Mar 4, 2025
What I dont get is, why do Canada put up tarifs too??????? This will make life in Canada more expensive. I dont get it..... as he says, there are no winnes in a tarif war. …
What I dont get is, why do Canada put up tarifs too??????? This will make life in Canada more expensive. I dont get it..... as he says, there are no winnes in a tarif war. So why do the same shit as Trump does? Just let the US pay 25% more... why should you pay more in Canada??? I dont get it.... this makes you just as dumb as Trump.
Seeks clarification on Canada's tariff policy logic while implicitly criticizing it as counterproductive.
@hfranke07
Mar 4, 2025
I wonder how much fentanyl goes into Canada from the US?
I wonder how much fentanyl goes into Canada from the US?
Asks an information-seeking question about drug trafficking while implying security/health threat concerns.
@sharonmadaus4198
Mar 4, 2025
why is trudeau choosing to do better after he resigned? :/
why is trudeau choosing to do better after he resigned? :/
Seeks clarification about a political figure's actions with skeptical tone, framed as an information-seeking query.
@gamingzsupraz6553
Mar 4, 2025
What would be good is to also explain factually to what Trump says the negative trade amount is to what it actually is. Need the facts shown.
What would be good is to also explain factually to what Trump says the negative trade amount is to what it actually is. Need the facts shown.
Requests factual information and analysis about trade statistics, implying government claims need verification.
@ronhughes5103
Mar 4, 2025
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well …
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well for his country. I love him !
Commenter asks information-seeking questions about why the leader is unpopular while expressing admiration and support.
@harryszn
Mar 4, 2025
I thought this fool resigned?
I thought this fool resigned?
Seeks factual clarification about a political figure's status, phrased as an information-seeking question.
@ssebastianmusic
Mar 4, 2025
control of illegal drugs or aliens is the function of that country’s customs or immigration so why make it the effort of the source country and making it the reason for 25% tariff? what is …
control of illegal drugs or aliens is the function of that country’s customs or immigration so why make it the effort of the source country and making it the reason for 25% tariff? what is the connection?
Seeks clarification about the logic connecting drug/immigration control to tariff policy, questioning the government's reasoning.
@antonyquintos8037
Mar 4, 2025
If I’m not mistaken, Canada maintains a significant trade surplus with the U.S. and has traditionally imposed higher tariffs on U.S. products, particularly in protected industries like dairy and agriculture?
If I’m not mistaken, Canada maintains a significant trade surplus with the U.S. and has traditionally imposed higher tariffs on U.S. products, particularly in protected industries like dairy and agriculture?
Commenter poses a factual question about Canada-US trade dynamics while comparing tariff policies between nations.
@embassydirect5914
Mar 4, 2025
How about you personally give each Canadian 10,000.00
How about you personally give each Canadian 10,000.00
Rhetorical question challenging the PM's spending priorities, framed as a request for personal redistribution.
@rheadavid5359
Mar 4, 2025
What does any of this do but isolate America from its strongest allies?
What does any of this do but isolate America from its strongest allies?
Rhetorical question challenging the consequences of a policy decision, seeking clarification on impact.
@monoman5409
Mar 4, 2025
Can I please cone to Canada as an American refugee. I swear I wont ask a thing from anyone all I want is to escape this madness in America
Can I please cone to Canada as an American refugee. I swear I wont ask a thing from anyone all I want is to escape this madness in America
Requests information about immigration to Canada while expressing personal motivation to escape the US.
@jpd4627
Mar 4, 2025
I thought the Incompetent Trudeau resignation was in effect ?
I thought the Incompetent Trudeau resignation was in effect ?
Asks about Trudeau's resignation status while implicitly critiquing his competence.
@michaelbell7914
Mar 4, 2025
Is this the guy that did black face and just quit being the president of Canada?
Is this the guy that did black face and just quit being the president of Canada?
Seeks clarification about a public figure's identity and past actions, framed as a question about the video subject.
@suzyrottencrotch5132
Mar 4, 2025
What does he mean we won't back down from a fight? We fully rely on the USA for our defense.
What does he mean we won't back down from a fight? We fully rely on the USA for our defense.
Poses a clarifying question about Canada's defense capabilities while implicitly critiquing the speaker's rhetoric about standing up to threats.
@mikekorvemaker6297
Mar 4, 2025
canada soon be 51st state ???
canada soon be 51st state ???
Comment poses a speculative question about Canada's sovereignty/independence, implying anxiety about political absorption by the US.
@abfire1175
Mar 4, 2025
Fentanyl comes from China. Why are we not demanding that China simply stop producing it?
Fentanyl comes from China. Why are we not demanding that China simply stop producing it?
Poses a rhetorical question challenging policy priorities regarding fentanyl production sources.
@TheBasementGardener
Mar 4, 2025
Isn't that the same prime Minister who resigned in disgrace?
Isn't that the same prime Minister who resigned in disgrace?
Asks a clarifying question about a prime minister's past resignation while implying criticism of their record.
@jthoma82
Mar 4, 2025
My question is why only now you closed the border and prevent fentanyl and other illegality to pass over the border a.o child trafficking etc why not during biden's presidency??
My question is why only now you closed the border and prevent fentanyl and other illegality to pass over the border a.o child trafficking etc why not during biden's presidency??
Seeks clarification on border policy timing while implicitly criticizing previous administration's approach.
@johnnyromondt4873
Mar 4, 2025
Do the people commenting know Canada and the rest of the world already have tariffs on US goods? Why should it be one-way Tariffs?
Do the people commenting know Canada and the rest of the world already have tariffs on US goods? Why should it be one-way Tariffs?
Poses rhetorical questions about tariff fairness and existing trade practices, seeking to challenge assumptions while critiquing policy logic.
@jeffspence8376
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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