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 thought he stepped down ??? i guess not
I thought he stepped down ??? i guess not
Seeks clarification about whether a political figure has actually stepped down, expressing confusion about current status.
Question
0.90
@lorddeathtoall
Mar 4, 2025
Does Canada have an equivilant to ICE?
Does Canada have an equivilant to ICE?
Seeks factual information about Canadian immigration enforcement agencies by comparing to US ICE.
sweenie58
Feb 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
Why pay to walk over border? Isn’t even a fence
Why pay to walk over border? Isn’t even a fence
Commenter asks a clarifying question about border crossing procedures and costs, seeking information.
Question
0.90
LoudDesperation
Feb 28, 2026
Carney and liberals don’t know this ?
Carney and liberals don’t know this ?
Rhetorical question questioning whether Carney and liberals are aware of the issues, seeking clarification or expressing doubt.
Question
0.90
ajaygupta9551
Aug 27, 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
Who is here in india
Who is here in india
Direct question asking who among viewers is located in India, seeking audience information.
Question
0.90
sumeraanjuman7413
Sep 9, 2025
Когда перевод? все русские ждут
Когда перевод? все русские ждут
Asks when a Russian translation will be available, a straightforward information request.
Question
0.90
ruslanivanov6456
Feb 3, 2026
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
Is she still alive?
Is she still alive?
Simple factual question about a person's status, likely referring to someone mentioned in the video.
Question
0.90
@darooh9815
Mar 5, 2025
What about scarborough now.
What about scarborough now.
Brief interrogative asking about Scarborough, seeking information or clarification.
Question
0.90
velmurugankandasamy9656
Oct 2, 2025
Who's fault is that??
Who's fault is that??
A brief question seeking attribution of responsibility, likely referring to immigration policy outcomes discussed in the video.
Question
0.90
roger2539
Feb 25, 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
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
We are backing Russia and beefing with Canada? What's happening?
We are backing Russia and beefing with Canada? What's happening?
Direct question seeking clarification about apparent contradictions in geopolitical positioning.
Question
0.90
@kemayj
Mar 4, 2025
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
They the government does not shut down all fake colleges?
They the government does not shut down all fake colleges?
Seeks information about government action on fake colleges, framed as a question despite implicit policy criticism.
TinTinlol-i1l
Oct 4, 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
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
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
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)