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
Is it possible Trump is playing makets for himself and his buddies? Is he creating a downturn so they can buy, buy, buy at a discount?
Is it possible Trump is playing makets for himself and his buddies? Is he creating a downturn so they can buy, buy, buy at a discount?
Poses speculative questions about Trump's motives and market manipulation without evidence, framed as inquiry.
@ReneeBanchiere
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
Why talk over when the PM starts talking in French?
Why talk over when the PM starts talking in French?
Asks a clarifying question about why speakers talk over the PM when he speaks French, with implicit meta-commentary about the video.
@dianeinkster2635
Mar 4, 2025
Germany ?? stand with Canada ??
Germany ?? stand with Canada ??
Questions whether Germany will support Canada, implying hope for international solidarity.
@Flattithefish
Mar 5, 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
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
How does TRUMP know that the USA is making the drugs that are not made and distributed in USA
How does TRUMP know that the USA is making the drugs that are not made and distributed in USA
Poses a confused question about Trump's knowledge claims regarding drug production, with an implicit skepticism about unverified assertions.
@nirmalanirmala4304
Mar 4, 2025
I always wondered where is the Canadas Money? What do they do with it? Where does it all go things cost so much more than other country's. Does the money stay in Canada? Or does …
I always wondered where is the Canadas Money? What do they do with it? Where does it all go things cost so much more than other country's. Does the money stay in Canada? Or does it go to the CROWN I don't know. Wherever it goes it is not the People that see much of it.
Information-seeking about government spending and economic distribution, framed as rhetorical questions about where money goes.
@josephpoirier2011
Mar 4, 2025
SAME,CT, SCAN 6 MONTHS LIKE WTF
SAME,CT, SCAN 6 MONTHS LIKE WTF
Appears to be an information-seeking comment about medical scan wait times, though context is unclear.
Question
0.70
thatnativejustnative6271
Sep 8, 2025
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Poses a question about a peace plan while implying an unverified claim linking Putin to the White House.
@wayneoliver5987
Mar 4, 2025
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
i highly doubt more then 75% of the non indian people you interviewed were native canadians
i highly doubt more then 75% of the non indian people you interviewed were native canadians
Expresses skepticism about the video's sampling methodology while implying native Canadians are underrepresented.
coylism
Jan 27, 2026
Canada can use economics and trade to against that dirty policy from sick guy called trump??
Canada can use economics and trade to against that dirty policy from sick guy called trump??
Inquiry about whether Canada can use economic/trade tools to counter a policy, phrased as a question despite grammatical issues.
@gulfheart891
Mar 4, 2025
Does they popping in Streets of Canada?
Does they popping in Streets of Canada?
Appears to be an informal question about immigrant activity/presence in Canadian streets, though phrasing is unclear.
Question
0.70
PatriotOfPersia
Oct 26, 2025
But does Trudeau really think Trump is smart? ?
But does Trudeau really think Trump is smart? ?
Rhetorical question expressing skepticism about Trump's intelligence, functioning as both inquiry and implicit criticism.
@GeorgieGirl1028
Mar 4, 2025
What is punjab, why don’t they call themselves the same
What is punjab, why don’t they call themselves the same
Seeks information about Punjab terminology while implicitly questioning immigrant naming/identity practices.
cardman4342
Jan 28, 2026
how about those trucker protests ay
how about those trucker protests ay
Brief reference to trucker protests phrased as a conversational question seeking engagement.
Question
0.70
@shadigif8916
Mar 4, 2025
I thought you Canadians ran this guy off already.
I thought you Canadians ran this guy off already.
Rhetorical question implying Canadians should have removed Trudeau, with nationalist undertones.
@skittleboy15
Mar 4, 2025
Can we slow down just a bit? Things are moving too quickly...
Can we slow down just a bit? Things are moving too quickly...
Poses a rhetorical question expressing concern about pace of change, seeking acknowledgment or discussion of the issue.
Question
0.70
@jahoyhoy9097
Mar 4, 2025
What's the wrong with you, MF Trump?
What's the wrong with you, MF Trump?
Appears to be a confused or unclear question about Canadian policy regarding Huawei executive detention, seeking clarification.
Question
0.70
@TYPICHIT91
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)