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
What is wrong with reciprocal tariffs?
What is wrong with reciprocal tariffs?
Direct information-seeking question about the merits of reciprocal tariffs policy.
Question
0.95
@jeremytheballer2
Mar 4, 2025
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Direct information-seeking question about US motivations and goals.
Question
0.95
@danielcapone5946
Mar 4, 2025
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
I have a question, does our Prime minister Mark Carney watch this video?
I have a question, does our Prime minister Mark Carney watch this video?
Direct question asking whether the Prime Minister watches the video, seeking information or engagement.
Question
0.95
elizadolittle1951
Oct 11, 2025
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Direct information-seeking question challenging a claim made in the video about Canadian cities declining due to population loss.
Question
0.95
hydraulics
Oct 9, 2025
Nova Scothia has no crime ?❤️????
Nova Scothia has no crime ?❤️????
Direct factual question about crime rates in Nova Scotia with no other discourse elements.
Question
0.95
@DenyseLRoss
Mar 5, 2025
From Ireland right?
From Ireland right?
Simple information-seeking question asking about someone's country of origin.
Question
0.95
guttergirl61
Oct 3, 2025
Isn’t he stepping down?
Isn’t he stepping down?
A straightforward factual question seeking clarification about Trudeau's political status.
Question
0.95
@pandadaggy2383
Mar 4, 2025
I thought this guy was resigning…
I thought this guy was resigning…
Simple factual question about whether the speaker was resigning, seeking clarification.
Question
0.95
@Rustyruss137
Mar 4, 2025
what's happening to Canada?
what's happening to Canada?
Direct question seeking information or expressing concern about changes in Canada, though rhetorical in nature.
Question
0.95
pauvargas1048
Oct 4, 2025
Can I have the PDF version please?
Can I have the PDF version please?
User is requesting a specific resource (PDF version) from the video creator.
Question
0.95
MohamedArafa-km8yv
May 30, 2025
Ummm…don’t his own people want him to step down ??
Ummm…don’t his own people want him to step down ??
Seeks clarification or information about whether Trump's supporters want him to resign.
Question
0.95
@user-mt7ti6xn6m
Mar 4, 2025
Is Canada taking Americans ????
Is Canada taking Americans ????
Direct information-seeking question about whether Canada is accepting American immigrants.
Question
0.95
@queenmindsetcoach4983
Mar 4, 2025
I want stats from Ontario!
I want stats from Ontario!
Direct request for specific statistical information about Ontario.
Question
0.95
angiepp.562
Oct 1, 2025
Can I move to Canada?
Can I move to Canada?
Direct information-seeking question about immigration eligibility to Canada.
Question
0.95
@dianeroeder3350
Mar 4, 2025
Any id i submited my aplication online on aprill 17 .when should i get update from ircc
Any id i submited my aplication online on aprill 17 .when should i get update from ircc
Direct information-seeking question about application status and timeline.
Question
0.95
garytahan7189
Jun 6, 2025
Where is this
Where is this
Simple factual question seeking location information about the video's setting.
Question
0.95
jeffeverts7749
Jan 27, 2026
Hello good day. Please i want to apply for Vistors visa to Canada and i want to know the total costs. I already had an agent in charge but i want another different agent this …
Hello good day.
Please i want to apply for Vistors visa to Canada and i want to know the total costs.
I already had an agent in charge but i want another different agent this time thanks and God bless you all❤
Direct request for information about visitor visa costs and agent recommendations.
Question
0.95
@JosephNicodemus-qx2bo
Mar 10, 2025
Who put who on notice?
Who put who on notice?
Direct clarification question seeking information about who issued a notice to whom.
Question
0.95
@brendaglassco1862
Mar 4, 2025
Who they all working for ?
Who they all working for ?
A direct question seeking information about who political figures are working for.
Question
0.95
@imranshaikh-dg3ft
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)