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
Thought this guy resigned?
Thought this guy resigned?
Seeks factual clarification about whether a political figure resigned.
Question
0.90
@heavenbound392
Mar 4, 2025
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Commenter explicitly seeks information and dialogue, asking if Trump supporters are satisfied with current tariff policies.
Question
0.90
@andresduran3022
Mar 4, 2025
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the …
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the checks and balances?
A non-American seeking clarification about U.S. constitutional checks and balances, framed through comparison to their own country's system.
@adf123-j1f
Mar 4, 2025
I thought this guy resigned.
I thought this guy resigned.
Seeks clarification about the speaker's current political status.
Question
0.90
@johnathonwilliams5038
Mar 4, 2025
Who’s that lady next to Trudeau?
Who’s that lady next to Trudeau?
Direct information-seeking question about identity of a person in the video.
Question
0.90
@bemvey
Mar 4, 2025
First time prime minister is loved???
First time prime minister is loved???
Seeks clarification or information about whether a first-time prime minister is typically well-liked.
Question
0.90
@charles6206
Mar 4, 2025
I thought folk wanted him out ?
I thought folk wanted him out ?
Seeks clarification or expresses confusion about contradictory public opinion regarding a political figure.
Question
0.90
@DawnSilverStone
Mar 4, 2025
When did we say we are supporting Russia???
When did we say we are supporting Russia???
Commenter asks a clarifying question about who stated support for Russia, seeking information or challenging an assertion.
Question
0.90
@XUncleBossX
Mar 4, 2025
I do not know enough about the cause or effect to weigh in on this but there will be no winner, of that I am sure.
I do not know enough about the cause or effect to weigh in on this but there will be no winner, of that I am sure.
The comment expresses uncertainty and lack of knowledge, explicitly stating the commenter cannot weigh in on the issue.
Question
0.90
@davidlagarde8470
Mar 4, 2025
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Seeks clarification about whether tariffs violate trade agreements, framed as an information-seeking question.
@mylenegosselin2783
Mar 4, 2025
Let's see what Donald's next move will be.
Let's see what Donald's next move will be.
Seeks information about Trump's anticipated next action, framed as an open-ended inquiry.
Question
0.90
@TargetedInChicago
Mar 4, 2025
What the hell is going on ???
What the hell is going on ???
Expresses confusion and seeks clarification about current events.
Question
0.90
@meliodasking696
Mar 4, 2025
What are the products we can buy in France to support Canada ? ?? ??
What are the products we can buy in France to support Canada ? ?? ??
Direct information-seeking question about purchasing French products to support Canada.
Question
0.90
@Isabelle-sz5xf
Mar 4, 2025
cnn, Canadian News Network?
cnn, Canadian News Network?
Seeks clarification about what CNN stands for in this context.
Question
0.90
@flyingwyoming5184
Mar 4, 2025
Can Trump loose face?
Can Trump loose face?
Direct question posed about Trump's ability to lose face, seeking clarification or response.
Question
0.90
@michaelhedegaard7846
Mar 4, 2025
Why is he still there? Did I miss something?
Why is he still there? Did I miss something?
Direct information-seeking question about Trudeau's continued presence, requesting clarification or context.
Question
0.90
@genoavramov5532
Mar 4, 2025
Wait so why is Trump imposing tariffs on Canada? I honestly didn’t know this
Wait so why is Trump imposing tariffs on Canada? I honestly didn’t know this
Direct information-seeking question about the reasons for Trump's tariff policy on Canada.
Question
0.90
@Rizzo2185
Mar 4, 2025
How can tariffs that US impose be bad for the US people but Canadian tariffs are good for Canadians? Isn't it going to hurt Canadian families also?
How can tariffs that US impose be bad for the US people but Canadian tariffs are good for Canadians? Isn't it going to hurt Canadian families also?
Seeks clarification on the logical consistency of tariff policy impacts, framed as an information-seeking question about economic effects.
@rayscott1653
Mar 4, 2025
All this for what?
All this for what?
Minimal comment expressing confusion or skepticism about the situation, seeking clarification on purpose or stakes.
Question
0.90
@iosgamesplay8825
Mar 4, 2025
I thought he quit?
I thought he quit?
Seeks clarification about whether Trump has resigned from office.
Question
0.90
@p4tmchef
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)