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's the tuk tuk about?
What's the tuk tuk about?
Direct information-seeking question about a specific element shown in the video.
Question
0.95
socagal2867
Jan 27, 2026
Where do we go from here?
Where do we go from here?
A direct information-seeking question about future direction or next steps.
Question
0.95
@sergiorocha76
Mar 4, 2025
79,000 in Canada or just Ontario
79,000 in Canada or just Ontario
Seeks clarification about the geographic scope of statistics mentioned in the video.
Question
0.95
sofieb1575
Oct 2, 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 someone explain the ending
Can someone explain the ending
Direct request for clarification about the video's ending.
Question
0.95
AniRena
Jan 28, 2026
Can I get the soft copy of the questions?
Can I get the soft copy of the questions?
Direct information-seeking request about obtaining materials related to the video content.
Question
0.95
shivalimaria25
Feb 26, 2026
So how do i defect from the USA to Canada.
So how do i defect from the USA to Canada.
Direct information-seeking question about immigration procedures from USA to Canada.
Question
0.95
@johnguile1966
Mar 4, 2025
What is happening on trump administration
What is happening on trump administration
Direct information-seeking question about Trump administration actions.
Question
0.95
@pinoyako2820
Mar 4, 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
Does having a visa mean something or is it irrelevant?
Does having a visa mean something or is it irrelevant?
Information-seeking question about visa relevance and meaning in the immigration context.
Question
0.95
martincull4914
Jan 17, 2026
How does a state tariff the federal govt. or another state? Very confusing.
How does a state tariff the federal govt. or another state? Very confusing.
Direct request for clarification about how tariff mechanisms work between states and federal government.
Question
0.95
@StormyWeather21
Mar 4, 2025
Do Maryland next
Do Maryland next
Simple request for the creator to produce similar content about Maryland, seeking information or action.
Question
0.95
ryanlevin1912
Feb 26, 2026
Didnt he resign
Didnt he resign
A brief information-seeking question about whether a political figure resigned.
Question
0.95
@aureliogutierrezz937
Mar 4, 2025
Where in Frisco, Texas is this.
Where in Frisco, Texas is this.
User is asking for location information about a place mentioned in the video.
Question
0.95
huynguyenification
Jan 27, 2026
Would Canada like to join the EU?
Would Canada like to join the EU?
Direct information-seeking question about Canada's potential EU membership.
Question
0.95
@Prunella304
Mar 4, 2025
Why is he so concerned about Americans? Isn't Canada getting the 25% tariffs also?
Why is he so concerned about Americans? Isn't Canada getting the 25% tariffs also?
Seeks clarification about the focus of concern regarding tariffs and their impact on Canada.
Question
0.95
@tlc642
Mar 4, 2025
Are you actually half portuguese?
Are you actually half portuguese?
Direct factual question about the video creator's ethnic background.
Question
0.95
sniforgeforger9432
Jan 27, 2026
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
Is he still the PM of Canada, I think he has resigned ????
Is he still the PM of Canada, I think he has resigned ????
Seeks clarification about the current PM's status through direct questioning.
Question
0.95
@ExploreEveryThing69
Mar 4, 2025
Ask our government.
Ask our government.
Brief directive asking commenters to contact government, functioning as an implicit question about responsibility for immigration policy.
Question
0.95
tammylaronde8593
Aug 28, 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)