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
Why would i go there ?
Why would i go there ?
A rhetorical question expressing reluctance or seeking justification for travel to a destination.
Question
0.85
JamieLazarus-t3n
Dec 8, 2025
I thought fetanyl is an essential medical drug?
I thought fetanyl is an essential medical drug?
Information-seeking question about fentanyl's medical status, likely challenging claims made in the video about the drug.
Question
0.85
@ignatiuschua5268
Mar 4, 2025
Question for CNN do you think trump will send troups to Russia to support putin ?
Question for CNN do you think trump will send troups to Russia to support putin ?
Asks a direct question about Trump's potential military actions, though it's misdirected at CNN rather than the video creator.
@margaretpeacock2211
Mar 4, 2025
I'm sorry but how are we able to implement all that border control measures with such a short amount of time to catch teeny tiny grams of Fentanyl but we can't stop the truckloads of …
I'm sorry but how are we able to implement all that border control measures with such a short amount of time to catch teeny tiny grams of Fentanyl but we can't stop the truckloads of stolen cars from leaving our borders? Can you make this make sense too?
Poses a logical question challenging the inconsistency of border control priorities, seeking clarification on policy implementation.
@dawnydawnydawny
Mar 4, 2025
Stand under my umbrella? Umbrella corporate insurance?
Stand under my umbrella?
Umbrella corporate insurance?
Series of fragmented questions about corporate insurance and umbrella coverage.
Question
0.85
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Why is trudela still around? Didn't he quit?
Why is trudela still around? Didn't he quit?
Commenter is asking for clarification about Trudeau's political status, seeking information.
Question
0.85
@zorans8114
Mar 4, 2025
I thought Canadian people hated Trudeau ?
I thought Canadian people hated Trudeau ?
Seeks clarification or information about Canadian public opinion toward Trudeau through a direct question.
Question
0.85
@xoltan116
Mar 4, 2025
I want to move to Canada ?
I want to move to Canada ?
Simple expression of interest/inquiry about moving to Canada.
Question
0.85
@gailjaramillo426
Mar 4, 2025
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
The commenter is seeking clarification about a claim made in the video regarding Indian employment in Canada.
Question
0.85
thisisntnikki
Dec 17, 2025
Maybe the whites you're interviewing are also immigrants
Maybe the whites you're interviewing are also immigrants
Rhetorical question pointing out that interviewed Canadians may themselves be immigrants, challenging the framing of the video.
Question
0.85
Alice-i5y3i
Jan 29, 2026
You should go to Montreal too homie
You should go to Montreal too homie
A casual suggestion/request for the content creator to visit Montreal, framed as friendly advice.
Question
0.85
joeymaynard4063
Jan 29, 2026
Wouldn’t it be nice to have a rational President like Trudeau? Can someone explain to me why Trump is making enemies of everyone but Russia and North Korea?
Wouldn’t it be nice to have a rational President like Trudeau? Can someone explain to me why Trump is making enemies of everyone but Russia and North Korea?
Commenter seeks explanation for Trump's foreign policy while implicitly comparing him unfavorably to Trudeau.
@CocoW1968
Mar 4, 2025
No way it can't be true
No way it can't be true
Brief expression of skepticism seeking clarification or expressing doubt about a claim's veracity.
Question
0.85
@Melanie-f9c
Mar 4, 2025
Native canadian????
Native canadian????
Brief question seeking clarification about someone's background or status.
Question
0.85
tajsumman5458
Jan 28, 2026
Well wtf do we need to do huh
Well wtf do we need to do huh
Seeks clarification or guidance on what action is needed, expressed as a rhetorical question.
Question
0.85
@NaomiHope-143
Mar 4, 2025
I thought this guy has resigned? Why is he speaking for Canadians?
I thought this guy has resigned? Why is he speaking for Canadians?
Primarily seeks clarification about speaker's legitimacy and authority, with implicit criticism of his role.
@HallofKnowledge
Mar 4, 2025
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Commenter seeks information about age limits for international workers and eligibility to work in Canada.
Question
0.85
DilBahadurGurung-b4t
Jan 21, 2026
Something I don't understand. If tariffs on goods coming into the US hurt US citizens. Wouldn't a tariff on things coming into Canada hurt Canadians? How does this help you? What harm does it bring …
Something I don't understand. If tariffs on goods coming into the US hurt US citizens. Wouldn't a tariff on things coming into Canada hurt Canadians? How does this help you? What harm does it bring to the president?
Information-seeking questions about tariff logic and economic impact, structured as genuine inquiries rather than rhetorical statements.
@danielfegley2735
Mar 4, 2025
How’s he worked with Trump for over 8 years? Trump was President for only four! Interesting statement!
How’s he worked with Trump for over 8 years? Trump was President for only four! Interesting statement!
Challenges a factual claim about Trump's tenure length, seeking clarification on a specific statement.
Question
0.85
@karencrawford79
Mar 4, 2025
Ugh. Why is this happening.
Ugh. Why is this happening.
Rhetorical question expressing confusion and concern about an unfolding situation.
Question
0.85
@Beya045
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)