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
How is more dangerous putin or trump?
How is more dangerous putin or trump?
Seeks information by posing a comparative question about the relative danger of two political figures.
@MohammedSaddique-m9g
Mar 4, 2025
Dear Canada can I get my dual citizenship now
Dear Canada can I get my dual citizenship now
Requests information about dual citizenship eligibility, framed as a personal inquiry.
@MrPaulandrae15
Mar 4, 2025
What is wrong with that guy? The one in the USA....
What is wrong with that guy? The one in the USA....
Direct question seeking clarification or expressing confusion about an unnamed person in the USA.
Question
0.85
@petrakolenakova2
Mar 4, 2025
Trump is like a KGB?
Trump is like a KGB?
Seeks clarification by asking a comparative question about Trump's behavior relative to authoritarian regimes.
@freddy_freeman
Mar 4, 2025
Americans choose 2times the same ?
Americans choose 2times the same ?
Asking a clarifying question about American electoral behavior, seeking information or confirmation.
Question
0.85
@dianamarques8643
Mar 4, 2025
What's wrong with Trump
What's wrong with Trump
A direct question seeking clarification or information about Trump, though off-topic from Canadian immigration.
Question
0.85
@cristianscript4882
Mar 4, 2025
Is there anyway to get Trump removed from office?
Is there anyway to get Trump removed from office?
Seeks information about mechanisms for removing a political figure from office.
@Youtubeautumni
Mar 4, 2025
And just why is Trudeau leaving office? Seems like they have a pretty good leader there already.
And just why is Trudeau leaving office? Seems like they have a pretty good leader there already.
Seeks clarification about Trudeau's resignation, framed as a genuine information-seeking question.
@stephenvalente3296
Mar 4, 2025
Why is Trump adding these high tariffs? Tariff prices have to come through the house/cabinet. UNLESS he can show there is an emergency at the border.
Why is Trump adding these high tariffs? Tariff prices have to come through the house/cabinet. UNLESS he can show there is an emergency at the border.
Seeks clarification about the legal/procedural basis for Trump's tariff authority, questioning the legitimacy of the policy mechanism.
@hootowlquest
Mar 4, 2025
Trump is accelerating the fall of US empire?
Trump is accelerating the fall of US empire?
Posed as a question seeking confirmation or discussion about US geopolitical decline.
@Academics-Math
Mar 4, 2025
Am I tripping or I know this previously? Or he exactly saying the same thing?
Am I tripping or I know this previously? Or he exactly saying the same thing?
Questions whether the content is repetitive or previously heard, seeking clarification about the video's novelty.
@zewisdom4822
Mar 4, 2025
Sooo wht happens when Trump gets pissed and decides to take Canada ? Just a question from the UK
Sooo wht happens when Trump gets pissed and decides to take Canada ? Just a question from the UK
Poses a hypothetical question about military threat/annexation, combining information-seeking with underlying anxiety about US aggression.
@AG-wf2qw
Mar 4, 2025
Why can't we Americans elect someone who is sane and competent?
Why can't we Americans elect someone who is sane and competent?
Rhetorical question expressing frustration about American leadership, with implicit identity assertion as an American.
@MelissaBlanchette-b2l
Mar 4, 2025
For those wondering , the safehouse is literally 50 meters away from a police station 230 15e Avenue , Montreal , QC
For those wondering , the safehouse is literally 50 meters away from a police station
230 15e Avenue , Montreal , QC
Provides factual information about a safehouse location in response to implied viewer curiosity.
Question
0.82
TheGuyWhoDrivesaGTR
Jan 27, 2026
Is Canada hiring?? ? HAAALP!!
Is Canada hiring?? ? HAAALP!!
Information-seeking question about Canadian immigration opportunities, delivered with humorous desperation.
@ShapeNoise
Mar 4, 2025
Why is it that refugees and asylum claims get more than citizens.
Why is it that refugees and asylum claims get more than citizens.
Seeks clarification about resource allocation disparities between refugees and citizens, implying fairness concerns.
ruckinehround6965
Feb 26, 2026
Can i move to canada, their government has a brain
Can i move to canada, their government has a brain
Seeks information about immigration to Canada while implicitly comparing government competence.
@Pisdattrump
Mar 4, 2025
In Europe the bike guy with helmet would get in trouble because of hate speach... how is it in canada?
In Europe the bike guy with helmet would get in trouble because of hate speach... how is it in canada?
Asks about legal consequences for speech in Canada versus Europe, comparing regulatory approaches across nations.
Waltraud-Abou-Chaker
Jan 27, 2026
Thank you Sir!\nPlease stay on!\nI am a US citizen.\nCan I come to Canada as a refugee?
Thank you Sir!\nPlease stay on!\nI am a US citizen.\nCan I come to Canada as a refugee?
US citizen asks practical question about Canadian refugee eligibility while expressing support for Canadian leadership.
@pamelamiller3480
Mar 4, 2025
Could you do a vid on deer island newyork?
Could you do a vid on deer island newyork?
Direct request for the content creator to produce a video on a different topic.
Catmc24
Feb 17, 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)