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
I do not know enough about the cause or effect to weigh in on this but there will be no winner, of that I am sure.
I do not know enough about the cause or effect to weigh in on this but there will be no winner, of that I am sure.
The comment expresses uncertainty and lack of knowledge, explicitly stating the commenter cannot weigh in on the issue.
Question
0.90
@davidlagarde8470
Mar 4, 2025
I thought he quit
I thought he quit
Seeks clarification about whether the PM has already resigned, expressing uncertainty about facts.
Question
0.90
@vicferreira5686
Mar 5, 2025
Who is Pasha
Who is Pasha
Simple factual question seeking identification of a person mentioned in the video.
Question
0.90
Soccer-duude
Feb 3, 2026
Why is Trump doing this?!?!
Why is Trump doing this?!?!
Direct information-seeking question about Trump's motivations for trade actions.
Question
0.90
@Susanates-sz5te
Mar 4, 2025
7:47 guy said he drives and what?
7:47 guy said he drives and what?
Seeks clarification about a specific detail mentioned in the video at timestamp 7:47.
Question
0.90
felipec789
Jan 27, 2026
Love to this this guy debate with Trump? without his little JD backup
Love to this this guy debate with Trump? without his little JD backup
Commenter poses a hypothetical question about a debate scenario, seeking information or expressing curiosity about a potential confrontation.
Question
0.90
@bobajob1601
Mar 4, 2025
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Seeks clarification about historical facts presented in the video regarding European settlement origins.
Question
0.90
GleicianyMatias
Dec 5, 2025
Take your tax information?? Is that what he said?
Take your tax information?? Is that what he said?
Seeks confirmation/clarification about what was stated in the video regarding tax information requirements.
Question
0.90
crocadoodle7101
Dec 10, 2025
If you already got in to Canada, why the hell would you migrate to America?
If you already got in to Canada, why the hell would you migrate to America?
Seeks clarification or information about migration patterns and motivations of immigrants already in Canada.
Question
0.90
Reptex_krka
Jan 27, 2026
Are you hindu bro?
Are you hindu bro?
Direct question asking about someone's religious identity.
Question
0.90
DennisDndsdfsd
Jan 27, 2026
Canada don’t have alliances any more ????
Canada don’t have alliances any more ????
Poses a direct question about Canada's alliances, seeking clarification or expressing confusion about the country's diplomatic status.
Question
0.90
@good_man4083
Mar 5, 2025
Why is this allowed?
Why is this allowed?
Brief question seeking clarification or expressing disapproval about an unspecified policy or practice.
Question
0.90
Sparrow-q2m
Nov 25, 2025
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Seeks clarification about a specific claim made in the video regarding people being moved between countries.
Question
0.90
thetarotbogan
Jan 29, 2026
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
Provides clarification about passport requirements for different travel durations, addressing informational confusion.
Question
0.90
michaelholmes5150
Dec 10, 2025
I got 15/20. I'm passes right? Pls someone reply
I got 15/20. I'm passes right? Pls someone reply
Seeks clarification about exam passing requirements and score interpretation.
Question
0.90
Maria-o3z8d
Dec 22, 2025
Please talk about situation in Iran
Please talk about situation in Iran
Requests that the video creator address a different topic (Iran situation).
Question
0.90
matinazadeh6870
Jan 27, 2026
Does this same scrutiny apply at airports?
Does this same scrutiny apply at airports?
Seeks clarification about whether the same immigration procedures apply in other contexts.
Question
0.90
valf6854
Dec 11, 2025
So, what the hell is Trump’s motives, here?
So, what the hell is Trump’s motives, here?
Direct information-seeking question about Trump's underlying motivations.
Question
0.90
@njctboy
Mar 4, 2025
Didn’t they fire this staff?
Didn’t they fire this staff?
Information-seeking question about personnel changes related to the video topic.
Question
0.90
nathanielmcdonald1910
Dec 29, 2025
Let's see what Donald's next move will be.
Let's see what Donald's next move will be.
Seeks information about Trump's anticipated next action, framed as an open-ended inquiry.
Question
0.90
@TargetedInChicago
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)