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
Respect to Trudeau??
Respect to Trudeau??
Poses a questioning statement about whether Trudeau deserves respect, seeking clarification or agreement.
Question
0.88
@givemeabreak160
Mar 4, 2025
The American people buy from Russia ?
The American people buy from Russia ?
Information-seeking question about American consumer behavior and Russia, marked with question mark.
Question
0.88
@pequenofp
Mar 4, 2025
Why can't Trudeau lead our country?
Why can't Trudeau lead our country?
Direct question seeking explanation for Trudeau's leadership capacity, framed as information-seeking.
@paulquanbeck4982
Mar 4, 2025
Why isn't Trump in prison???
Why isn't Trump in prison???
Rhetorical question expressing frustration about Trump's legal status, functioning as a question-form critique.
Question
0.88
@marcuijtewaal1511
Mar 4, 2025
Я не совсем понял как индусы, добираются в Канаду через учебные визы поддельных университетов, если их могут давать только ОКРЕДИТОВАННЫЕ учебные заведения, или в Канаде окредитацию раздают на право, и на лево?
Я не совсем понял как индусы, добираются в Канаду через учебные визы поддельных университетов, если их могут давать только ОКРЕДИТОВАННЫЕ учебные заведения, или в Канаде окредитацию раздают на право, и на лево?
Seeks clarification about how Indian students obtain study visas through accredited institutions, questioning the legitimacy of the process.
Question
0.87
Тимур-р5ю6ю
Feb 5, 2026
So immigrants won't be able to use public services for free? Like healthcare? Unless they were born here? What about about naturalized immigrant that have been in Alberta their whole adult life and are now …
So immigrants won't be able to use public services for free? Like healthcare? Unless they were born here? What about about naturalized immigrant that have been in Alberta their whole adult life and are now retired seniors. Will they be denied free public services? In order to help the government balance its budget? To speed this along, will Alberta set up its own immigration and customs enforcement?
Series of clarifying questions about policy implementation regarding public services access for different immigrant categories.
@robdas1
Feb 20, 2026
Can you do Glendale, California next please 🙏
Can you do Glendale, California next please 🙏
The commenter requests that the video creator produce similar content about a different location, phrased as a polite question.
Sarah-ny8lw
Jan 28, 2026
I was born and raised in Canada. Can I claim that I'm a refugee and live better than I am now?
I was born and raised in Canada. Can I claim that I'm a refugee and live better than I am now?
Seeks information about refugee eligibility while implicitly critiquing the system through a personal circumstance, framed as an information-seeking query.
andrewwolkowich
Feb 27, 2026
Question for CNN do you think trump will send troups to Russia to support putin ?
Question for CNN do you think trump will send troups to Russia to support putin ?
Asks a direct question about Trump's potential military actions, though it's misdirected at CNN rather than the video creator.
@margaretpeacock2211
Mar 4, 2025
Open Parliament ? JT calling Putin a dictator ?
Open Parliament ? JT calling Putin a dictator ?
Rhetorical questions expressing skepticism about parliamentary openness and Trudeau's criticism of Putin, seeking clarification or making a point through interrogative form.
Question
0.85
@lilybeth729
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
Who is the man on the right of Trudeau?
Who is the man on the right of Trudeau?
Asks for identification of a person in the video.
@bakeev
Mar 4, 2025
Where are MEGA supporters??
Where are MEGA supporters??
The comment is a direct question seeking information about the whereabouts or presence of MEGA supporters.
Question
0.85
@TL-wu4id
Mar 4, 2025
Well wtf do we need to do huh
Well wtf do we need to do huh
Seeks clarification or guidance on what action is needed, expressed as a rhetorical question.
Question
0.85
@NaomiHope-143
Mar 4, 2025
Why is this not aired on Fox News etc?
Why is this not aired on Fox News etc?
Commenter is asking why the video/content isn't being broadcast on Fox News, combining information-seeking with commentary about media coverage.
@oldgreentop
Mar 4, 2025
Why don't they translate the part where trudeau speaks french ?? Or subtitles at least
Why don't they translate the part where trudeau speaks french ?? Or subtitles at least
Requests clarification about video subtitles/translation for French-language content.
@Guayoc
Mar 4, 2025
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Commenter seeks information about age limits for international workers and eligibility to work in Canada.
Question
0.85
DilBahadurGurung-b4t
Jan 21, 2026
Trump is afraid of Russia?
Trump is afraid of Russia?
Direct question seeking clarification or information about Trump's stance on Russia.
Question
0.85
@ackeemwilson1148
Mar 4, 2025
what does this video have to do with african people 😢
what does this video have to do with african people 😢
The commenter questions the video's relevance to African people, seeking clarification about the connection.
dirock_1518
Jan 29, 2026
Native canadian????
Native canadian????
Brief question seeking clarification about someone's background or status.
Question
0.85
tajsumman5458
Jan 28, 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)