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
Doesn’t Tyler know it’s against the law to enter the US from a non designated point of entry even as an American citizen
Doesn’t Tyler know it’s against the law to enter the US from a non designated point of entry even as an American citizen
Commenter is asking whether a specific action (entering US at non-designated point) is legal, seeking clarification about policy/law.
upinalaska49
Jan 27, 2026
All those that love how this dude speaks...just curious of how yall thought biden spoke the last 4 years. Answers please ?
All those that love how this dude speaks...just curious of how yall thought biden spoke the last 4 years. Answers please ?
Poses a rhetorical question comparing current leadership favorably to Biden's speaking style, seeking responses from others.
@brianteague44
Mar 4, 2025
Where does sharia law fit into it?
Where does sharia law fit into it?
Direct question seeking information about how religious law relates to immigration policy.
Question
0.85
user-fy7ru4ii1i
Sep 23, 2025
He said he is going to match everyone's tariffs
He said he is going to match everyone's tariffs
Reports what someone said as a factual statement, functioning as information sharing rather than argument.
Question
0.85
@gregburgess8432
Mar 4, 2025
Are you sure you have ally right now?
Are you sure you have ally right now?
Direct information-seeking question about whether the US currently has allies.
Question
0.85
@chafouaube985
Mar 4, 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
Trade fair Canada ??
Trade fair Canada ??
Poses a brief questioning statement about trade fairness, seeking clarification or expressing skepticism.
Question
0.85
@mrcountit
Mar 4, 2025
So, Donald was right about the drugs?
So, Donald was right about the drugs?
The comment seeks confirmation or clarification about a claim, phrased as an information-seeking question.
Question
0.85
@miguelpena5112
Mar 4, 2025
The big question is what is Putin promising trump
The big question is what is Putin promising trump
Poses an information-seeking question about alleged political dealings and motivations.
Question
0.85
@user-xm2pz5mv4t
Mar 5, 2025
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
Seeks clarification about emergency measures procedures and their legal timelines, framed as an information-seeking question.
@ianwilson4286
Mar 4, 2025
Ok, show me people who are drug addict in Brampton or in downtown toronto , who you can call crackhead
Ok,
show me people who are drug addict in Brampton or in downtown toronto , who you can call crackhead
Requests evidence or clarification about claims regarding drug addiction in specific Canadian cities, seeking factual verification.
Question
0.85
srp9819
Sep 19, 2025
What does the Trump administration do to stop the flow of Fentanyl into Canada? Surely it is not a one-way flow.
What does the Trump administration do to stop the flow of Fentanyl into Canada? Surely it is not a one-way flow.
Asks about US policy on fentanyl flow while implying bilateral responsibility, combining information-seeking with cross-border comparison.
@pietekoo5559
Mar 4, 2025
I thought he resigned ?♀️
I thought he resigned ?♀️
Commenter is seeking clarification about whether a political figure resigned, phrased as an interrogative.
Question
0.85
@angelamckay9281
Mar 4, 2025
Isn’t this the guy they told to resign?
Isn’t this the guy they told to resign?
Asking for clarification about a person's status, likely referencing video content or prior context.
@garvinbowen6036
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
Make that make sense! ??
Make that make sense! ??
Rhetorical question expressing confusion or skepticism about logical coherence, seeking clarification.
Question
0.85
@TonyMains-x8d
Mar 4, 2025
Lets talk about immigrants coming to Canada and having children.
Lets talk about immigrants coming to Canada and having children.
Opens a discussion topic seeking to explore the subject of immigrant families and children in Canada.
Question
0.85
gooniebush
Sep 10, 2025
Why can't we have a President like this?
Why can't we have a President like this?
Information-seeking question comparing Canadian and U.S. leadership, implicitly expressing preference for Canadian leadership.
@DavidHernandez-kd6mk
Mar 4, 2025
I am waiting for the american president to speak soon at 9 pm.\nLet's wait for his statement regarding this event and others related to his administration .?
I am waiting for the american president to speak soon at 9 pm.\nLet's wait for his statement regarding this event and others related to his administration .?
Commenter is waiting for and requesting information about the American president's upcoming statement, seeking clarification on future events.
Question
0.85
@GuiaShopaholic
Mar 4, 2025
I need to move to Canada. Serious question, how does a US Citizen become Canadian resident? US is falling apart, no longer a place I love. It's so sad.
I need to move to Canada. Serious question, how does a US Citizen become Canadian resident? US is falling apart, no longer a place I love. It's so sad.
Seeks practical information about Canadian immigration while sharing personal motivation rooted in dissatisfaction with the US.
@anana9157
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)