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
I thought he quit?
I thought he quit?
Seeks clarification about whether Trump has resigned from office.
Question
0.90
@p4tmchef
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
7:47 guy said he drives and what?
7:47 guy said he drives and what?
Seeks clarification about a specific detail mentioned in the video at timestamp 7:47.
Question
0.90
felipec789
Jan 27, 2026
Guys, I looked at the GDP of Canada and Mexico on Google. About 2 trillion each. The US has 27 trillion. I'm not Canadian or American or Mexican, I'm just wondering: do these countries have …
Guys, I looked at the GDP of Canada and Mexico on Google. About 2 trillion each. The US has 27 trillion. I'm not Canadian or American or Mexican, I'm just wondering: do these countries have anything to counter Trump with?
Seeks information about whether Canada and Mexico have economic leverage against the US, framed through GDP comparison.
@Charles-m1e
Mar 4, 2025
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
Seeks clarification about immigration validity while sharing personal family background as context.
cchxmpi0n
Jan 27, 2026
Why the hawaii id at 1:15?
Why the hawaii id at 1:15?
Direct question seeking clarification about a detail observed in the video at a specific timestamp.
Robert-bu4hn
Jan 28, 2026
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
Tyler in montreal??
Tyler in montreal??
Simple question seeking clarification about a person's location mentioned in the video.
Question
0.90
KZ_M
Jan 28, 2026
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
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
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
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
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
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
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
Didn't Turdeau step down?
Didn't Turdeau step down?
A straightforward factual question about whether Trudeau has stepped down.
Question
0.90
@McFoofinator4
Mar 4, 2025
are there any other good youtubers or sources for coverage of this issue?
are there any other good youtubers or sources for coverage of this issue?
Request for recommendations on alternative sources and creators covering the immigration issue.
Question
0.90
DopeBass
Jan 23, 2026
The app is an elimination tool?
The app is an elimination tool?
Seeks clarification about the app's purpose with a direct question.
Question
0.90
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Did you say "native Canadians"?
Did you say "native Canadians"?
Simple clarification question about terminology used in the video.
Question
0.90
path_as
Jan 27, 2026
Love to this this guy debate with Trump? without his little JD backup
Love to this this guy debate with Trump? without his little JD backup
Commenter poses a hypothetical question about a debate scenario, seeking information or expressing curiosity about a potential confrontation.
Question
0.90
@bobajob1601
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)