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
How about Filipinos ?
How about Filipinos ?
Simple information-seeking question about Filipino immigration eligibility or representation.
Question
0.95
rvbiazon8888
Jan 27, 2026
Hi is there a pdf file for this?
Hi is there a pdf file for this?
Direct information-seeking request about availability of study materials.
Question
0.95
JairelVentura
Jul 1, 2025
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
I thought this guy stepped down a couple weeks ago?
I thought this guy stepped down a couple weeks ago?
Seeks factual clarification about whether the political figure recently resigned, framed as an information-seeking question.
Question
0.95
@outuvcontext
Mar 4, 2025
i thought this guy stepped down????
i thought this guy stepped down????
A straightforward factual question seeking clarification about the speaker's current political status.
Question
0.95
@blackburgundy1659
Mar 4, 2025
Are they from Venezuela?
Are they from Venezuela?
Direct information-seeking question about the national origin of immigrants discussed in the video.
Question
0.95
slappychan_
Jan 6, 2026
But why? Why at that point?
But why? Why at that point?
Simple information-seeking question about the timing or reasoning behind a policy decision.
Question
0.95
email5023
Jun 17, 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
Hey I want to PDF for this question answer is it possible?
Hey I want to PDF for this question answer is it possible?
Direct request for information about obtaining a PDF document related to the video content.
Question
0.95
mittalpatel3910
Jan 2, 2026
didnt that guy step down?
didnt that guy step down?
Commenter is asking for clarification about whether a political figure stepped down.
Question
0.95
@Ryanm13988
Mar 5, 2025
Is this population boom good for Canada?
Is this population boom good for Canada?
Direct information-seeking question about whether population growth benefits Canada.
Question
0.95
Susan-v6k5z
Oct 3, 2025
Can we see the list please?
Can we see the list please?
Simple information-seeking request for a list referenced in the video.
Question
0.95
@rajatsharma5453
Feb 21, 2026
What video is 12:31?
What video is 12:31?
Direct information-seeking question about a specific timestamp in the video.
Question
0.95
ShootLuckGaming
Feb 3, 2026
What is a Carbon tax?
What is a Carbon tax?
Direct information-seeking question about a specific policy term.
Question
0.95
@DbiPro
Mar 4, 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
Prince rupert ?
Prince rupert ?
Simple question seeking clarification or information about a specific location mentioned in the video.
Question
0.95
@ypanso
Mar 4, 2025
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Direct information-seeking question about immigration numbers at a specific border crossing.
Question
0.95
kathyfugere6085
Nov 24, 2025
Didn't this fella already resigned?
Didn't this fella already resigned?
Direct factual question seeking clarification about whether someone resigned.
Question
0.95
@Patriarchy_69
Mar 4, 2025
How easy is it to get an licences in that place.
How easy is it to get an licences in that place.
Direct information-seeking question about licensing requirements in the location discussed.
Question
0.95
luqsule8309
Jan 27, 2026
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether a political figure resigned.
Question
0.95
@DannyChauhan-t4e
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)