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
You mean 296,000, right?
You mean 296,000, right?
Factual correction request seeking clarification on a specific number mentioned in the video.
Question
0.90
jdel0317
Feb 18, 2026
We are backing Russia and beefing with Canada? What's happening?
We are backing Russia and beefing with Canada? What's happening?
Direct question seeking clarification about apparent contradictions in geopolitical positioning.
Question
0.90
@kemayj
Mar 4, 2025
The redemption of Trudeau? Yes or no.
The redemption of Trudeau? Yes or no.
Direct yes-or-no question seeking others' opinions on Trudeau's redemption.
Question
0.90
@OCDGamer
Mar 5, 2025
So is Carney gonna allow pipelines to the EU?
So is Carney gonna allow pipelines to the EU?
Direct information-seeking question about a specific policy position regarding pipelines and the EU.
Question
0.90
@elpasitodelfin
Mar 4, 2025
I thought this bozo stepped down!?
I thought this bozo stepped down!?
Comment poses a clarification question about whether Trudeau has stepped down, seeking factual information.
Question
0.90
@sanrafaelarcangel4394
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
I thought he stepped down
I thought he stepped down
Simple factual question seeking clarification about whether a political figure stepped down.
Question
0.90
@sherrygibson9544
Mar 4, 2025
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
Direct information-seeking question about Trudeau's resignation status.
Question
0.90
@vickiepatterson1809
Mar 4, 2025
Can I moveCanada....they
Can I moveCanada....they
Information-seeking query about immigration to Canada, though incomplete.
Question
0.90
@briangong007
Mar 4, 2025
Does trump work fot the kgb?
Does trump work fot the kgb?
Rhetorical question seeking information or confirmation about Trump's alleged ties to Russian intelligence.
Question
0.90
@donsharma6136
Mar 4, 2025
Does it increase orange juice price?
Does it increase orange juice price?
Direct information-seeking question about economic impact (orange juice prices) of the policy.
@zewisdom4822
Mar 4, 2025
I thought he resigned
I thought he resigned
Seeks clarification about Trudeau's political status with a factual question.
Question
0.90
@ronaldinho12345678
Mar 4, 2025
I. THOUGHT TRUDEAU RESIGNED??
I. THOUGHT TRUDEAU RESIGNED??
Information-seeking question about Trudeau's resignation status.
Question
0.90
@Gibgdc
Mar 4, 2025
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
Seeks clarification about the economic logic of tariff policies through questioning.
Question
0.90
@drfostermusic
Mar 4, 2025
But they can tariff us?
But they can tariff us?
Seeks clarification or points out apparent inconsistency in tariff policy.
Question
0.90
@johntodd2081
Mar 4, 2025
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Seeks factual clarification about Trudeau's resignation status, explicitly marked as a genuine question.
Question
0.90
@jsun3639
Mar 4, 2025
Why is Trump acting so dumb and erratic? Question for all who have the answer…
Why is Trump acting so dumb and erratic? Question for all who have the answer…
Direct information-seeking question about Trump's behavior, explicitly requesting answers from others.
Question
0.90
@57tey
Mar 4, 2025
Europe stands with ??
Europe stands with ??
Brief questioning statement seeking clarification about European support for Canada.
Question
0.90
@spiritguided655
Mar 4, 2025
“Fentanyl Czar” how do you get that title
“Fentanyl Czar” how do you get that title
Asks a clarifying question about how someone acquired a specific title or position.
Question
0.90
@ryanmichael7229
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)