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
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
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
Isn’t he supposedly step down?
Isn’t he supposedly step down?
Direct factual question about Trudeau's political status, seeking clarification on current events.
Question
0.95
@WorldTopSeven
Mar 4, 2025
What’s trudeaus approval rating?
What’s trudeaus approval rating?
Direct information-seeking question about a political figure's approval rating.
Question
0.95
@MrFeeny911
Mar 4, 2025
How and where does a Canadian citizen go to report this wrong doing?
How and where does a Canadian citizen go to report this wrong doing?
Direct information-seeking question about how to report alleged wrongdoing to authorities.
Question
0.95
shernazirani8271
Sep 29, 2025
What goods does the tariff apply? ?
What goods does the tariff apply? ?
Direct information-seeking question about tariff specifics.
Question
0.95
@hangnguyenthu404
Mar 4, 2025
Is there anyone here who took the exam in person? Please guide me. My exam is in person.
Is there anyone here who took the exam in person? Please guide me. My exam is in person.
Direct request for advice and guidance from others who have taken an in-person exam.
Question
0.95
KakiBlack
Feb 12, 2026
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
Direct information-seeking query about the relevance of video content to a future citizenship test application.
Question
0.95
beatriceng4923
Jan 19, 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
May I get the PDF download link for practice
May I get the PDF download link for practice
Direct request for a PDF download link, seeking specific information or resources.
Question
0.95
kmjamirulislam
Jan 21, 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
Почему на русский не переведено
Почему на русский не переведено
User is asking why content is not translated into Russian, a straightforward information request.
Question
0.95
HuijbfTyungdrrt
Jan 28, 2026
Hi do you have the link to the slideshow ?
Hi do you have the link to the slideshow ?
Direct information-seeking request for a resource link related to the video content.
Question
0.95
bansnabs5523
Feb 23, 2026
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
You guys all right?
You guys all right?
Simple question checking on the wellbeing of the video creators.
Question
0.95
demboufisiru4513
Jan 27, 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
Which is your faverite minister from liberal gov
Which is your faverite minister from liberal gov
Direct question asking for personal preference regarding a government minister.
Question
0.95
user-kh6ov8dp6v
Feb 27, 2026
What happened in the end????
What happened in the end????
Direct question seeking clarification about the video's conclusion.
Question
0.95
aliexq
Jan 27, 2026
How are we fighting with Canada
How are we fighting with Canada
Simple information-seeking question about the nature of the conflict between countries.
Question
0.95
@lowballer101
Mar 4, 2025
Is the ad actually real?
Is the ad actually real?
The comment is a straightforward factual question asking whether an advertisement mentioned in the video is authentic.
Question
0.95
leonardobravo6151
Jan 27, 2026
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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Search
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Discourse Quality (Perspective API)