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
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
Plwaze tell me this AI
Plwaze tell me this AI
A direct request for information or clarification about AI, seeking explanation or details.
Question
0.90
@bboyleo2003
Mar 4, 2025
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Commenter explicitly seeks information and dialogue, asking if Trump supporters are satisfied with current tariff policies.
Question
0.90
@andresduran3022
Mar 4, 2025
simple question if your country is in danger can you not remove your president from office is there nothing in the constitution as an option to do so
simple question if your country is in danger can you not remove your president from office is there nothing in the constitution as an option to do so
Seeks clarification about constitutional procedures for removing a president during national crisis.
Question
0.90
@whitemark84
Mar 4, 2025
Thought this guy resigned?
Thought this guy resigned?
Seeks factual clarification about whether a political figure resigned.
Question
0.90
@heavenbound392
Mar 4, 2025
AMERICAN PEOPLE WITH CANADIAN ??
AMERICAN PEOPLE WITH CANADIAN ??
A brief, unclear question about American people and Canadian identity, seeking clarification or expressing confusion.
Question
0.90
@nbayoungboy8529
Mar 4, 2025
Denmark ??here????
Denmark ??here????
Brief information-seeking question about Denmark's relevance to the discussion.
Question
0.90
@gittejonny
Mar 4, 2025
We have all that in America. Where is the threat?
We have all that in America. Where is the threat?
Direct information-seeking question challenging the premise of threat claims.
Question
0.90
@whywouldudothat2914
Mar 4, 2025
I thought he quit
I thought he quit
Seeks clarification or information about whether someone resigned or left office.
Question
0.90
@BrokeWristEntertainmentTV
Mar 4, 2025
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
Viewer seeks information about a specific video timestamp and topic for academic purposes.
@ElnathanMalachiNcube
Mar 4, 2025
Why would people vote 4 trump
Why would people vote 4 trump
Direct information-seeking question expressing confusion about voter behavior and motivations.
Question
0.90
@Thomasrod805
Mar 4, 2025
Is Canada going to make the Canadian Chinese pay more?
Is Canada going to make the Canadian Chinese pay more?
Direct information-seeking question about potential Canadian policy regarding Chinese-Canadian citizens.
Question
0.90
@CasperWang-n1k
Mar 4, 2025
Serious question to the Canadian citizens. We'd like to change our vacation plans from Florida to Quebec. Will we be welcomed or despised? Sincerely, an American citizen horrified by our train wreck of a leader.
Serious question to the Canadian citizens. We'd like to change our vacation plans from Florida to Quebec. Will we be welcomed or despised? Sincerely, an American citizen horrified by our train wreck of a leader.
American tourist seeking information about whether they would be welcomed in Canada, framed as a genuine question with solidarity undertones.
@kristinehamilton9087
Mar 4, 2025
I thought he resigned in January.
I thought he resigned in January.
Seeks factual clarification about a political figure's resignation status.
Question
0.89
@Jenlovescoasters
Mar 5, 2025
Trudeau will you take us ???
Trudeau will you take us ???
Direct question asking Trudeau for help or acceptance, seeking information or assistance.
Question
0.88
@daphnebowen4949
Mar 4, 2025
1 in 4??? Are you serious? No no!
1 in 4??? Are you serious? No no!
Expresses skepticism and seeks clarification about a specific statistic presented in the video.
Question
0.88
d.e.c1609
Sep 20, 2025
why would go into canada to get into the us???
why would go into canada to get into the us???
Asks a clarifying question about immigration routing logic, seeking information or expressing confusion.
Question
0.88
evboy3752
Mar 3, 2026
Build yes, but protect from? Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Build yes, but protect from?
Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Asks whether North American culture and language changed historically and whether history is repeating, seeking clarification on cultural change patterns.
singharun106
Aug 26, 2025
I thought he was stepping down
I thought he was stepping down
Clarification question about whether Trudeau was stepping down, seeking factual information.
Question
0.88
@darkbay7581
Mar 4, 2025
i don't know until this day Canadian speak French
i don't know until this day Canadian speak French
Information-seeking question expressing surprise or confusion about Canadian French language use.
Question
0.88
@yellowegg0
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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Discourse Quality (Perspective API)