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
I thought this guy stepped down.
I thought this guy stepped down.
Simple factual question seeking clarification about a political figure's current status.
Question
0.90
@jacktaylor9269
Mar 4, 2025
hadn't Trudeau resigned? have they not found someone else?
hadn't Trudeau resigned? have they not found someone else?
Commenter asks factual questions about Trudeau's resignation status and leadership succession.
Question
0.90
@MG-iy1oh
Mar 4, 2025
Thought these were reciprocal tariffs, whats going on?
Thought these were reciprocal tariffs, whats going on?
Seeks clarification about the nature and mechanics of the tariffs being discussed.
Question
0.90
@justinmckibben4534
Mar 4, 2025
How much will this referendum cost taxpayers?
How much will this referendum cost taxpayers?
Direct information-seeking question about the financial cost of a referendum to taxpayers.
@renatobarros729
Feb 21, 2026
Does this have more to do with Justin and Melania?
Does this have more to do with Justin and Melania?
Directly asks a clarifying question about the relationship between political figures and the video's subject matter.
Question
0.90
@barbarahooker5065
Mar 4, 2025
Please, let us hear him speak
Please, let us hear him speak
Requests that the speaker be allowed to continue speaking, seeking more information.
Question
0.90
@RealGuddoo
Mar 4, 2025
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
Genuine information-seeking question about the meaning of 'assimilation' in Canadian context.
Question
0.90
heartman2013
Oct 6, 2025
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Direct information-seeking question about legal mechanisms for deportation of non-citizens.
Question
0.90
jordanb8909
Oct 15, 2025
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
Seeks specific data/figures on tax compliance and employment rates among immigrants, framed as information-seeking.
sonnyshap
Oct 6, 2025
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Seeks clarification about political events and asks who will be next in leadership.
Question
0.90
@pepeleperth
Mar 4, 2025
can i bring needed supplies to Canada? 90 miles away.
can i bring needed supplies to Canada? 90 miles away.
Direct information-seeking question about bringing supplies to Canada from nearby location.
Question
0.90
@scotmarechaux2706
Mar 4, 2025
They the government does not shut down all fake colleges?
They the government does not shut down all fake colleges?
Seeks information about government action on fake colleges, framed as a question despite implicit policy criticism.
TinTinlol-i1l
Oct 4, 2025
Canadian Punjabi are all Hindus? 🤔
Canadian Punjabi are all Hindus? 🤔
Direct question seeking clarification about religious identity of a specific ethnic group.
Question
0.90
CosmicUncle-xx4lu
Feb 17, 2026
What about scarborough now.
What about scarborough now.
Brief interrogative asking about Scarborough, seeking information or clarification.
Question
0.90
velmurugankandasamy9656
Oct 2, 2025
How they got in the first place
How they got in the first place
Direct information-seeking question about immigration processes and entry mechanisms.
Question
0.90
emilyt4323
Sep 28, 2025
Why does democrats call it's trade war???
Why does democrats call it's trade war???
Asks a direct question about terminology used by Democrats regarding trade policy.
Question
0.90
@KingShoemaker
Mar 4, 2025
Is Donald going to align the US with Russia now? Asking from Melbourne, Australia.
Is Donald going to align the US with Russia now? Asking from Melbourne, Australia.
Asks a direct question seeking information about potential US-Russia alignment, framed as genuine inquiry.
Question
0.90
@debl2581
Mar 4, 2025
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Expresses skepticism and seeks clarification about a statement made in the video, comparing conditions between India and Canada.
michellevillanueva23
Sep 22, 2025
I’d like someone to clarify why it would be advantageous for America to oppose its allies and align with Putin—I genuinely don’t get it, but I assume there must be some logical reasoning behind it, …
I’d like someone to clarify why it would be advantageous for America to oppose its allies and align with Putin—I genuinely don’t get it, but I assume there must be some logical reasoning behind it, or at least an explanation that makes some kind of sense. I’d really appreciate it if someone could break it down for me.
Genuine information-seeking request asking for logical explanation or reasoning behind Trump's foreign policy alignment choices.
Question
0.90
@Metarig
Mar 4, 2025
Thought Trudeau resigned
Thought Trudeau resigned
Seeks clarification about Trudeau's political status.
Question
0.90
@darrenporter1850
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)