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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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1,353 comments
Page 39 of 68
Bhai me cannda aaunga mujhe bhi apne sath laga lena job par ??
Bhai me cannda aaunga mujhe bhi apne sath laga lena job par ??
Information-seeking comment in Hindi/Hinglish asking for job assistance upon immigration to Canada, seeking practical advice.
@AryanSinghjadoun-p1r Mar 5, 2025
Is he a smart guy though? Really???
Is he a smart guy though? Really???
Rhetorical question challenging Trudeau's intelligence, functioning as implicit criticism of his competence.
@ShannenB Mar 4, 2025
I maybe an ignorant on politics , but what happens when USA , well not USA but the Trump administrations has caused so much damage to the country to the point where other maybe most …
I maybe an ignorant on politics , but what happens when USA , well not USA but the Trump administrations has caused so much damage to the country to the point where other maybe most of his allies start taking responses such as that of Canada , and escalate to the point where perhaps USA lose most of his allies at least important allies such as Canada, the support of the global geopolitics , I Maine that scenario for a moment wouldn't that give Trump an excuse to align even more openly with Putin? I mean why would Trump want that at all who knows but he is certainly aligning with Russia just not openly at least that's what a lot of these decisions he has made recently seem to suggest I mean a lot of the consequences of those decisions and acting really seem to benefit someones agenda and to me a politics ignorant seems to be Putin ... Am I too crazy for thinking and feelings like that???
Primarily poses hypothetical questions about geopolitical consequences and Trump's alignment with Russia, framed as genuine inquiry despite political analysis.
@canival2006 Mar 4, 2025
Zelensky sign with Canada not Trump????
Zelensky sign with Canada not Trump????
Seeks clarification or expresses confusion about whether Zelensky should align with Canada rather than Trump.
Question 0.80
@Mindsi 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
Hi Canada why u only depends on USA? U r big too get more people and build u r count same like USA, what is stopping u?
Hi Canada why u only depends on USA? U r big too get more people and build u r count same like USA, what is stopping u?
Asks why Canada depends on the US and compares Canada's potential to US development, seeking information.
@Energy.sources Mar 4, 2025
Is Putin agent's Trump?
Is Putin agent's Trump?
Poses a question about Trump's alleged connection to Putin, framed as information-seeking but implying an unverified conspiracy claim.
@ErimiasTeka 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 value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
Frames as information-seeking but contains implicit identity-based skepticism about a specific immigrant group's value and belonging.
Blueskiesmohan Aug 30, 2025
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Information-seeking question about refugee intake combined with moral criticism of Trump's self-centeredness.
@HeidiMerkley Mar 4, 2025
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
Seeks clarification on tariff logic and political status through rhetorical questioning.
@mightylaidlow1 Mar 4, 2025
Hey justin they use fentanyl in hospitals. Big words but no actions. You going to fight the cartels?
Hey justin they use fentanyl in hospitals. Big words but no actions. You going to fight the cartels?
Poses a direct question to the Prime Minister about drug policy action while implicitly criticizing lack of concrete measures.
@mthz333 Mar 5, 2025
Why are we imposing tariffs upon not only a border nation but an ally? I can see doing this to China somewhat but Canada?
Why are we imposing tariffs upon not only a border nation but an ally? I can see doing this to China somewhat but Canada?
Seeks explanation for tariff policy while implicitly critiquing its logic, framed as an information-seeking question.
@bradstoner7226 Mar 4, 2025
I don’t agree with Trump but I’m trying to understand this….So he (Trudeau) punishes his own nation with carbon tariffs then tells his nation how tough it’s gonna be now that a foreign president applies …
I don’t agree with Trump but I’m trying to understand this….So he (Trudeau) punishes his own nation with carbon tariffs then tells his nation how tough it’s gonna be now that a foreign president applies tariffs…I’m sorry I just don’t get it…instead of starting a fight that will hurt us even more, why don’t he just let go of the carbon tax to help the suffering…\nIs he actually care or is it just politics ?
Primarily seeks understanding of policy logic through rhetorical questions, while expressing skepticism about government priorities.
@AndMec75 Mar 5, 2025
Can i immigrate please to Canada? I am American that supports Canada.
Can i immigrate please to Canada? I am American that supports Canada.
Seeks information about immigration eligibility while expressing personal identity as an American supporter of Canada.
@JohnGrove310 Mar 4, 2025
Why are the past presidents Bush,Obama,and Joe not speaking against Trump??
Why are the past presidents Bush,Obama,and Joe not speaking against Trump??
Information-seeking question about why past presidents haven't publicly opposed Trump.
Question 0.80
@freddiebooker146 Mar 4, 2025
I thought this guy was going to resign ?
I thought this guy was going to resign ?
Seeks clarification about Trudeau's resignation status, referencing prior statements or rumors.
@RLDANONMOUS Mar 4, 2025
Could this be about the mineral ? Trump is making problems with our neighboring allies and Ukraine . What's the end game. Maybe he's underestimating them, or he's relying on what once was America's strength. …
Could this be about the mineral ? Trump is making problems with our neighboring allies and Ukraine . What's the end game. Maybe he's underestimating them, or he's relying on what once was America's strength. Trump believes military powers is strength , but he fail to understand the value of unity. We know that the rare minerals are common in the world disputes. Could it be that Trump is just planning to take them ?. Ukraine is not having it. Canada's not having it. Question remains, what's the end game? This doesn't make sense to alienate America from the rest of the world. ?
Series of speculative questions about geopolitical motivations and strategic outcomes, comparing nations' positions and interests.
@richieg1887 Mar 5, 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
Ask a trucker
Ask a trucker
Brief imperative seeking perspective from truckers, likely referencing trucker protests relevant to Canadian immigration/policy debates.
Question 0.80
@TerryBeckett-y7d Mar 4, 2025
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Classifier Confidence

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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)