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
When is Carney resigning ? Epstein 69 times ! ????
When is Carney resigning ?
Epstein 69 times ! ????
Asks about a political figure's resignation while making cryptic, unsubstantiated allegations.
ianbrown7089
Feb 27, 2026
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
Upload in hindi language.
Upload in hindi language.
A request for content in a different language, though phrased as a directive rather than explicit question.
Question
0.70
gaganrupana369
Jan 29, 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
I wonder if they have a high birth rate in Canada as they do in India
I wonder if they have a high birth rate in Canada as they do in India
Frames as a question but implies a demographic concern about birth rates tied to immigrant origin.
Josephwildberger
Oct 7, 2025
It’s not done if he’s buying in the dip?
It’s not done if he’s buying in the dip?
Appears to be a financial/investment question about market timing, likely off-topic or contextually unclear relative to immigration discussion.
Question
0.70
@MichaelSolk-ll4lg
Mar 4, 2025
Hey why don't you come to Nepal 🇳🇵
Hey why don't you come to Nepal 🇳🇵
Appears to be a lighthearted invitation to Nepal, possibly sarcastic commentary on immigration or relocation.
YB_MUSIC
Feb 3, 2026
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Framed as a question but references an unverified allegation about Trudeau's past, seeking information or making an implicit accusation.
@usarmyconstitution1
Mar 5, 2025
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
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
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
Why on earth did he have to say that Trump is a smart man? Trump is an idiot and the world knows it.
Why on earth did he have to say that Trump is a smart man? Trump is an idiot and the world knows it.
Frames criticism as a question about why the speaker called Trump smart, challenging the characterization.
@huntergillies1627
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
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
Why hate lndia
Why hate lndia
A brief, unclear question that appears to seek clarification or express confusion about anti-India sentiment.
Question
0.70
Vasanthipen
Mar 3, 2026
What about Doug Ford threat about shutting off the power to American cities that will be devastating
What about Doug Ford threat about shutting off the power to American cities that will be devastating
Phrased as a question seeking information or clarification about Ford's threat, though it also expresses concern about potential consequences.
@michaelmoulton96
Mar 4, 2025
Why was fentanyl coming from Canada? They manufacture it?
Why was fentanyl coming from Canada? They manufacture it?
Asks a question about fentanyl sourcing that implies Canada manufactures it, combining inquiry with an unverified premise.
@anabellevicente8274
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
Will the EU help Canada when the US invade?
Will the EU help Canada when the US invade?
Poses a hypothetical question about international alliances and military support, comparing Canada's position to the EU.
@Matto_Harvo
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)