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
Justin trudeau??
Justin trudeau??
Single-word query seeking clarification or information about Trudeau.
Question
0.92
@lizbethgallardo8484
Mar 4, 2025
I wanna know more about the human trafficking ring!
I wanna know more about the human trafficking ring!
The comment is a straightforward information-seeking request about human trafficking mentioned in the video.
Question
0.92
aliciafewtrell8903
Jan 27, 2026
Explain to me like I'm a five year old why Trump would do this.
Explain to me like I'm a five year old why Trump would do this.
Comment is a direct request for explanation of Trump's motivations, seeking information.
Question
0.92
@Mmmmkaaay
Mar 4, 2025
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Seeks information about asylum claim decision-making processes, institutional procedures, and legislative requirements.
Question
0.92
georgefiedler8609
Feb 23, 2026
War? Were in a war. With who?
War? Were in a war. With who?
Seeks clarification about the nature and identity of a conflict being discussed.
Question
0.92
@NatePetersonr5t
Mar 4, 2025
Can someone explain wtf Donald’s plan is?
Can someone explain wtf Donald’s plan is?
Direct request for clarification about Trump's policy objectives.
Question
0.92
@mmangal2
Mar 4, 2025
How could I get Canadian citizenship
How could I get Canadian citizenship
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.92
@abdulmohammed7312
Mar 4, 2025
Do they ask you for specific dates/years?
Do they ask you for specific dates/years?
Direct information-seeking question about application requirements and documentation.
Question
0.92
minalee2191
Jan 23, 2026
The question in my mind, is why. Why is Trump doing this?? What are his real motives?
The question in my mind, is why. Why is Trump doing this?? What are his real motives?
Direct information-seeking about Trump's motivations and reasoning behind his trade actions.
Question
0.92
@annebarker75
Mar 4, 2025
why they are only women? for the sake of equal opportunity?
why they are only women? for the sake of equal opportunity?
Seeks clarification about why only women are featured, questioning whether it relates to equal opportunity initiatives.
Question
0.92
marysmith5253
Oct 24, 2025
I want to learn only the 1st 150 questions
I want to learn only the 1st 150 questions
Commenter requests information about accessing a specific subset of study material, a straightforward information-seeking query.
Question
0.92
WhispersofFaith-2025
Jul 31, 2025
Free cash is legit?
Free cash is legit?
Direct information-seeking question about the legitimacy of a program or benefit mentioned in the video.
Question
0.92
NOnnL
Jan 27, 2026
As an American ?? ??
As an American ?? ??
Brief question seeking clarification about commenter's nationality or relevance.
Question
0.92
@NiZzL3537
Mar 4, 2025
Where’s the scam center at??
Where’s the scam center at??
Seeks specific location information related to the video's content.
Question
0.92
I.s88ac
Jan 28, 2026
Didn’t he resign?
Didn’t he resign?
Factual clarification question about whether a political figure has resigned.
Question
0.92
@salvaje9382
Mar 4, 2025
Can anyone explain what was going to happen at the end?
Can anyone explain what was going to happen at the end?
Straightforward information-seeking question about video content.
Question
0.92
user-uz8pl4uu6k
Feb 3, 2026
How does he record in the house without getting caught tho you’d think these places have cameras ?
How does he record in the house without getting caught tho you’d think these places have cameras ?
Straightforward information-seeking question about video production logistics unrelated to immigration policy.
Question
0.92
lecatnegro7113
Jan 29, 2026
Is trump still president?..i never voted elon????
Is trump still president?..i never voted elon????
Comment consists of clarification questions about Trump's current status and voting, seeking factual information.
Question
0.92
@wiseguy-f1h
Mar 4, 2025
Why is this guy still talking? I thought he had quit already. I'm so confused on Canada 's politics. If someone resigns why are they still holding office? Someone please let me know what the …
Why is this guy still talking? I thought he had quit already. I'm so confused on Canada 's politics. If someone resigns why are they still holding office? Someone please let me know what the rules are in Canada?
Seeks clarification about Canadian political procedures and rules regarding resignation and holding office.
Question
0.92
@BoloBravoSierra
Mar 4, 2025
Damn. I'm from Montréal. I didn't know that they smuggle from here 😮
Damn. I'm from Montréal. I didn't know that they smuggle from here 😮
Information-seeking expression of surprise about smuggling operations in Montréal.
Question
0.91
ahmardbrowne8735
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)