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
This not necessary can someone tell me why this is ok or help me understand why?
This not necessary can someone tell me why this is ok or help me understand why?
Direct request for explanation and understanding about a policy or situation.
Question
0.95
@CharlesandTrippy
Mar 4, 2025
Who would they vote for？
Who would they vote for？
A straightforward information-seeking question about voting behavior.
Question
0.95
hojacqui7595
Jan 28, 2026
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
Why in the hell are we going after the Canadians?
Why in the hell are we going after the Canadians?
Direct rhetorical question seeking clarification or expressing confusion about U.S. policy toward Canada.
Question
0.95
@jordanmiller5504
Mar 4, 2025
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Commenter is requesting information about bilingual content in the video.
Question
0.95
@yolandevilleneuve4474
Mar 4, 2025
Isn’t drug coming to Canada from USA & south Amenrican countries??
Isn’t drug coming to Canada from USA & south Amenrican countries??
Direct information-seeking question about drug sourcing to Canada, marked by question mark and request for clarification.
Question
0.95
@afromedia710
Mar 4, 2025
Didn’t he step down
Didn’t he step down
Simple factual question seeking clarification about Trudeau's political status.
Question
0.95
@Mruiz0085
Mar 4, 2025
Extortion not mentioned?
Extortion not mentioned?
Information-seeking query about whether extortion was mentioned in the video content.
Question
0.93
5831a
Feb 4, 2026
Aren’t they cold…
Aren’t they cold…
Simple information-seeking question about climate conditions.
Question
0.92
Impostor82
Jan 29, 2026
Didn’t he resign?
Didn’t he resign?
Factual clarification question about whether a political figure has resigned.
Question
0.92
@salvaje9382
Mar 4, 2025
Justin trudeau??
Justin trudeau??
Single-word query seeking clarification or information about Trudeau.
Question
0.92
@lizbethgallardo8484
Mar 4, 2025
Is this available anywhere with the original French part included? CBC translated it ?
Is this available anywhere with the original French part included? CBC translated it ?
Seeks information about video availability and whether CBC provided translation of French content.
Question
0.92
@esterabraila4530
Mar 4, 2025
Don’t they already have really high tariffs on American products?
Don’t they already have really high tariffs on American products?
Direct factual question seeking information about Canadian tariff policies.
Question
0.92
@cirilodifuntorum2486
Mar 4, 2025
Why is this guy still talking? I thought he had quit already. I'm so confused on Canada 's politics. If someone resigns why are they still holding office? Someone please let me know what the …
Why is this guy still talking? I thought he had quit already. I'm so confused on Canada 's politics. If someone resigns why are they still holding office? Someone please let me know what the rules are in Canada?
Seeks clarification about Canadian political procedures and rules regarding resignation and holding office.
Question
0.92
@BoloBravoSierra
Mar 4, 2025
Make any of it make sense ?
Make any of it make sense ?
A rhetorical question seeking clarification or expressing confusion about the situation's logic.
Question
0.92
@sandraferguson653
Mar 4, 2025
War? Were in a war. With who?
War? Were in a war. With who?
Seeks clarification about the nature and identity of a conflict being discussed.
Question
0.92
@NatePetersonr5t
Mar 4, 2025
How could I get Canadian citizenship
How could I get Canadian citizenship
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.92
@abdulmohammed7312
Mar 4, 2025
Can someone explain wtf Donald’s plan is?
Can someone explain wtf Donald’s plan is?
Direct request for clarification about Trump's policy objectives.
Question
0.92
@mmangal2
Mar 4, 2025
Can anyone explain what was going to happen at the end?
Can anyone explain what was going to happen at the end?
Straightforward information-seeking question about video content.
Question
0.92
user-uz8pl4uu6k
Feb 3, 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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Discourse Quality (Perspective API)