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
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Question
1,353 comments
Can Congress now impeach Trump for harming the US?
Can Congress now impeach Trump for harming the US?
Poses a question about impeachment proceedings, though off-topic from Canadian immigration.
@georgekondrat2062
Mar 4, 2025
Is Trump in Putins pocket? How much Russian money has financed this business affairs and political ambitions? Doe's Trump have a conflict of interests?
Is Trump in Putins pocket? How much Russian money has financed this business affairs and political ambitions? Doe's Trump have a conflict of interests?
Primarily poses questions about Trump's financial ties and conflicts of interest, though framed as rhetorical accusations.
@franklinrwful
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
Why are they all from India?
Why are they all from India?
Asks a direct question about immigrant origins, though the phrasing suggests underlying concern about demographic composition.
Paul51764
Feb 17, 2026
I think there is more people here than you think
I think there is more people here than you think
The comment expresses uncertainty and appears to challenge a claim, functioning as an implicit question about the accuracy of a statement.
Question
0.70
retrorich6991
Feb 27, 2026
Have you already forgotten what he did in Corona times?
Have you already forgotten what he did in Corona times?
Phrased as a rhetorical question challenging Trudeau's past pandemic response, seeking acknowledgment of perceived failures.
@AssaultUPC
Mar 4, 2025
How many are on public money, not working?!
How many are on public money, not working?!
Poses a question about welfare dependency while implying an unverified claim about immigrant employment status.
salauerman7082
Jan 28, 2026
Aren’t they launching rockets into space? Why can’t they spend that money on improving their country?
Aren’t they launching rockets into space? Why can’t they spend that money on improving their country?
Asks a rhetorical question comparing resource allocation in origin countries to immigration.
Adam-M1
Jan 27, 2026
Why isn’t the US dollar sinking like a stone boat
Why isn’t the US dollar sinking like a stone boat
Phrased as a question but appears to be rhetorical commentary on economic/currency matters rather than genuine information-seeking.
Question
0.70
@MarkJamesButcher
Mar 4, 2025
Wasn't this bozo supposed to resign ? He's done crying ? ?
Wasn't this bozo supposed to resign ? He's done crying ? ?
Poses rhetorical questions about resignation and emotional state, seeking clarification or expressing skepticism.
@evildos
Mar 4, 2025
Yeah they'll get permanent residency.
Yeah they'll get permanent residency.
Brief statement that appears to be a factual assertion about permanent residency outcomes, though phrased ambiguously as potential information-seeking.
Question
0.70
1980DEVILSREJECTS
Feb 18, 2026
well , "who" let them "in"?
well , "who" let them "in"?
Rhetorical question implicitly blaming government officials for allowing immigrants to enter, seeking accountability.
HelloHi-x9k
Feb 18, 2026
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
Poses a question about whether applying citizenship standards equally across races is racist, framed as self-inquiry.
hhhhjjjj5123
Feb 27, 2026
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
The real question is. Why are you still here ?
The real question is. Why are you still here ?
Phrased as a rhetorical question challenging someone's presence, implying they should leave.
@bharat2580
Mar 4, 2025
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Challenges the credibility of a claim made in the video by questioning the logic of the presented scenario.
diirejunchained
Jan 27, 2026
What has happened to Canada?
What has happened to Canada?
Open-ended rhetorical question expressing concern about Canada's state, likely implying immigration-related decline.
@jordanjohnanderson
Feb 20, 2026
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Poses rhetorical questions about immigration loopholes (marriage, birthright citizenship) while implying deportation numbers should be higher.
@Surrenderdeer
Feb 19, 2026
they like punjab more? so why are they there? tf?
they like punjab more? so why are they there? tf?
Poses a rhetorical question questioning immigrants' loyalty/belonging, mixing inquiry with identity framing.
9zero73
Jan 28, 2026
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Rhetorical question challenging law enforcement priorities, implicitly calling for action against human trafficking.
TheDoughGetta
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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Discourse Quality (Perspective API)