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
Lately, I’ve felt this gap between what I study and what the market actually throws at me||. I’d love to learn from someone who doesn’t sugarcoat anything and can explain how they think when things …
Lately, I’ve felt this gap between what I study and what the market actually throws at me||. I’d love to learn from someone who doesn’t sugarcoat anything and can explain how they think when things get volatile for real...
Seeks advice and mentorship on navigating career challenges, framed as an information-seeking request.
AaronCox-q5p
Dec 19, 2025
give the border officers all that they demand ???
give the border officers all that they demand ???
Seeks clarification about border officer demands through a questioning format, though the tone suggests skepticism.
Question
0.75
karinavandamme804
Dec 11, 2025
Tell us how many millions were spent to bring all the engimineers to our shores.
Tell us how many millions were spent to bring all the engimineers to our shores.
Seeks information about government spending on skilled immigrant recruitment, with implicit economic concern.
jaydeshaw3394
Dec 25, 2025
What wil hapen, when Trump takes Greenland military?
What wil hapen, when Trump takes Greenland military?
Seeks information about potential military consequences while expressing underlying security concern.
@oliverbrost1916
Mar 5, 2025
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Seeks clarification about when immigration control was lost, framed as a question to the video content.
clwhite3494
Feb 27, 2026
Who voted for her Nova Scotia
Who voted for her Nova Scotia
Seeks information about who voted for a political figure, implying disapproval but primarily asking for clarification.
gitanjalisimon-rasiah16
Feb 27, 2026
what are you guys doing in lachine montreal bro 18:15
what are you guys doing in lachine montreal bro 18:15
Seeks clarification about a specific moment in the video with a location reference.
lix6612
Jan 27, 2026
where are the projects ? !!!!!!!
where are the projects ? !!!!!!!
Interrogative statement asking about housing/infrastructure projects, seeking information or expressing frustration about lack of visible solutions.
Question
0.75
onetwoonethree-k5i
Jan 19, 2026
Cult-45, I have questions. \n Are you tr*itors happy now!?\n Are you enjoying the pain your King is putting our citizens, and other countries, in just because you love bullies!?
Cult-45, I have questions. \n Are you tr*itors happy now!?\n Are you enjoying the pain your King is putting our citizens, and other countries, in just because you love bullies!?
Rhetorical questions expressing moral outrage about leadership causing citizen suffering, combining information-seeking form with ethical critique.
@victoriawilliams2786
Mar 4, 2025
I wonder how much fentanyl flows into Canada from the US...
I wonder how much fentanyl flows into Canada from the US...
Phrased as a question but implies concern about drug trafficking threat from the US.
@Corsuwey
Mar 5, 2025
I think they are ending up in Raleigh Nc just saying 🤔
I think they are ending up in Raleigh Nc just saying 🤔
Speculates about immigrant settlement patterns in another country, framed as an information-seeking observation with uncertainty markers.
tankhankeress1739
Jan 27, 2026
Five Eyes…Five Eyes….why did you join him eight years ago?
Five Eyes…Five Eyes….why did you join him eight years ago?
Questioning statement about Canada's past alignment with Five Eyes intelligence alliance, seeking clarification or making a critical point.
@jokim7822
Mar 5, 2025
Yeah you NEVER take a knife or pointy items across the boarder. Unless you were really get into trouble. But we do not mess around with illegal drugs. And weapons. And some skin care, Lol
Yeah you NEVER take a knife or pointy items across the boarder. Unless you were really get into trouble. But we do not mess around with illegal drugs. And weapons. And some skin care, Lol
Comment provides information about border regulations while using humor about skin care products, mixing informational and comedic elements.
rivchick
Jan 27, 2026
did he say he wants to wipe fentanyl from from earth but its a viable drug for several life saving durgs... its just a terrible drug in the hands of criminals and poor people looking …
did he say he wants to wipe fentanyl from from earth but its a viable drug for several life saving durgs... its just a terrible drug in the hands of criminals and poor people looking for a cheap high
Questions the logical consistency of a policy position regarding fentanyl, implying the speaker's concern about oversimplification.
@paratrooperz1
Mar 4, 2025
I wonder who this will hurt more. Us or Them?
I wonder who this will hurt more. Us or Them?
Framed as a question but expresses concern about harm from immigration policy, mixing information-seeking with anxiety.
@riza4086
Mar 4, 2025
Why don't you pay your depts to the USA . If we are such good friends
Why don't you pay your depts to the USA . If we are such good friends
Poses a rhetorical question about Canada-USA relations and debt obligations, comparing the countries' relationship.
@BrianKirven
Mar 4, 2025
I need the question on why they want to come to a cold climate? Just why? Just cause there’s Gibbs? They’re willing to just freeze their a$$ off. I don’t even wanna live up there.
I need the question on why they want to come to a cold climate? Just why? Just cause there’s Gibbs? They’re willing to just freeze their a$$ off. I don’t even wanna live up there.
Frames as a genuine question about immigrant motivations but contains implicit criticism and dismissive tone toward immigrants seeking benefits.
BostonRyan
Jan 27, 2026
Can Trudeau be our president??? Please!
Can Trudeau be our president??? Please!
Poses a hypothetical question about Trudeau becoming president, expressing preference for Canadian leadership.
@Michele-z4k
Mar 4, 2025
Is MR still tied to W group?
Is MR still tied to W group?
Asks a clarification question using acronyms (MR, W group) likely related to video content or context.
jmc8076
Oct 21, 2025
Why do they keep saying Punjab that territory and province is in India.
Why do they keep saying Punjab that territory and province is in India.
Questioning statement that contains a factual claim about Punjab's location, presented as a question rather than assertion.
wandererkenshin7557
Jan 27, 2026
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)