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
Help us Canada ?
Help us Canada ?
A brief plea or question directed at Canada, seeking help or support in an ambiguous way.
@HEYzay623
Mar 4, 2025
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
Seeks explanation for drug dependency patterns in US states, framing comparative regional analysis.
@4NickAder
Mar 4, 2025
Now what if Europe, Canada, Mexico, China unite against the US economically
Now what if Europe, Canada, Mexico, China unite against the US economically
Poses a hypothetical question about international economic coalition against the US, framed as comparative geopolitical scenario.
@wzupppp
Mar 4, 2025
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Requests investigation into Century Initiative and Mark Wiseman, suggesting conspiratorial framing about immigration policy origins.
JoinTheClippyRebellion
Jan 20, 2026
What’s happening to you America??
What’s happening to you America??
Rhetorical question expressing concern about America's direction, seeking clarification or expressing alarm about political/social conditions.
@KevinBurns86
Mar 4, 2025
why this guy leaving Canadian politics so early rather this is dumb to do ???
why this guy leaving Canadian politics so early rather this is dumb to do ???
Seeks clarification about Trudeau's resignation timing while implicitly critiquing the decision as unwise.
@dalivelaz9389
Mar 4, 2025
How much real estate does Trump own in Russia?
How much real estate does Trump own in Russia?
Posed as a question but implies an unverified claim about Trump's Russian real estate holdings without evidence.
@kerryinnes9456
Mar 4, 2025
Somebody should ask trump what he knows about the,\nBucha massacre
Somebody should ask trump what he knows about the,\nBucha massacre
Rhetorical question/suggestion that Trump should be questioned about knowledge of Bucha massacre.
@mangokarlson1804
Mar 4, 2025
Go to Trump from uk ??
Go to Trump from uk ??
Unclear phrasing but appears to be a question about Trump and the UK, seeking clarification or information.
Question
0.70
@miker7243
Mar 4, 2025
What is this about ? Mental health, the guy is simply a psychopathic narcisist
What is this about ? Mental health, the guy is simply a psychopathic narcisist
Seeks clarification about video content while making an unsubstantiated personal diagnosis.
@lenkavalles1024
Mar 4, 2025
IT'S NOT AMERICANS ?
IT'S NOT AMERICANS ?
Poses a brief, unclear question that appears to challenge an assertion about Americans.
Question
0.70
@AMitch-vn9nq
Mar 4, 2025
Is this Canada's version of ICE 👀
Is this Canada's version of ICE 👀
Asks whether Canada's immigration enforcement resembles ICE, implying concern about aggressive deportation policies.
@dawkinsco6298
Feb 20, 2026
Trudeau said this is going to be hard on america. We will see?!!!!!?
Trudeau said this is going to be hard on america. We will see?!!!!!?
Seeks verification of Trudeau's claim about impact on America, framed as comparative statement between nations.
@coreyshrewsbury7390
Mar 5, 2025
You gonna go to mx?
You gonna go to mx?
Brief question asking if someone is going to Mexico, likely seeking clarification or making a rhetorical point about relocation.
Question
0.65
Bayareaglobz
Feb 23, 2026
do not appreciate u taking the solitary cash sponsorship
do not appreciate u taking the solitary cash sponsorship
Appears to be a brief complaint or question about sponsorship policy, though context is unclear; classified as information-seeking.
Question
0.65
satyamroy6734
Jan 28, 2026
You know most of the Punjabis and many people who claim they are mostly pakistani
You know most of the Punjabis and many people who claim they are mostly pakistani
Incomplete sentence structure suggests an unfinished question or observation about Punjabi and Pakistani identity claims, though intent is unclear.
Question
0.65
Ak-t1u
Feb 7, 2026
I think you need to go to Surrey BC
I think you need to go to Surrey BC
Appears to be a directive or suggestion to visit/observe Surrey BC, likely implying a question about immigration impacts there.
Question
0.65
jeongjamal127
Jan 29, 2026
dont think trump cares....
dont think trump cares....
Expresses skepticism/doubt about whether a political actor will respond to concerns, functioning as a rhetorical question.
Question
0.65
@almcfly7407
Mar 4, 2025
Dude you screwed your people over and the trucker's especially with all the environmental cr#*p and your not a leader you need to step down and respect TRUMP.
Dude you screwed your people over and the trucker's especially with all the environmental cr#*p and your not a leader you need to step down and respect TRUMP.
Expresses uncertainty about factual reality and seeks clarity on what is happening in the country.
@CALICOAST805fishermanlopez76
Mar 4, 2025
We can see who is begging from Us people ?
We can see who is begging from Us people ?
Unclear phrasing but appears to be a critical question about who is 'begging' from US people, with identity/us-vs-them undertones.
@QuetaVssee
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)