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
Why does democrats call it's trade war???
Why does democrats call it's trade war???
Asks a direct question about terminology used by Democrats regarding trade policy.
Question
0.90
@KingShoemaker
Mar 4, 2025
Is Donald going to align the US with Russia now? Asking from Melbourne, Australia.
Is Donald going to align the US with Russia now? Asking from Melbourne, Australia.
Asks a direct question seeking information about potential US-Russia alignment, framed as genuine inquiry.
Question
0.90
@debl2581
Mar 4, 2025
Language Hindi please
Language Hindi please
Direct request for content in a specific language, seeking clarification or preference.
Question
0.90
dihanshiek253
Jan 27, 2026
10:51 Jayden smith???
10:51 Jayden smith???
Commenter asks for clarification about a person's identity at a specific timestamp in the video.
Question
0.90
Earl4231
Jan 27, 2026
I’d like someone to clarify why it would be advantageous for America to oppose its allies and align with Putin—I genuinely don’t get it, but I assume there must be some logical reasoning behind it, …
I’d like someone to clarify why it would be advantageous for America to oppose its allies and align with Putin—I genuinely don’t get it, but I assume there must be some logical reasoning behind it, or at least an explanation that makes some kind of sense. I’d really appreciate it if someone could break it down for me.
Genuine information-seeking request asking for logical explanation or reasoning behind Trump's foreign policy alignment choices.
Question
0.90
@Metarig
Mar 4, 2025
Thought Trudeau resigned
Thought Trudeau resigned
Seeks clarification about Trudeau's political status.
Question
0.90
@darrenporter1850
Mar 4, 2025
With this tariff How much will eggs cost?
With this tariff How much will eggs cost?
Information-seeking question about economic impact of tariffs on egg prices.
@it3210
Mar 4, 2025
So what the problem?
So what the problem?
Direct question seeking clarification or information about the issue being discussed.
Question
0.90
@glennlee-y6w
Mar 4, 2025
He is making sense though re tariffs?
He is making sense though re tariffs?
Direct question seeking confirmation or clarification about Trudeau's position on tariffs.
Question
0.90
@reneeemigree9004
Mar 4, 2025
Damn, is this for real?
Damn, is this for real?
Simple question seeking verification of video authenticity.
Question
0.90
Tuspeliculasfavoritas.
Jan 27, 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
Is there someplace that shows the speech without CNN talking over and repeating Trudeau, and possibly translating the French portions?
Is there someplace that shows the speech without CNN talking over and repeating Trudeau, and possibly translating the French portions?
Requests information about where to find an uninterrupted version of the speech.
Question
0.90
@indigodarkwolf
Mar 4, 2025
To the good people of Canada: \n\nI wonder how much revenue is generated by Canadian Tourism to Las Vegas annually?
To the good people of Canada: \n\nI wonder how much revenue is generated by Canadian Tourism to Las Vegas annually?
Poses an information-seeking question about Canadian tourism revenue to Las Vegas.
Question
0.90
@Justluv2024
Mar 4, 2025
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
Information-seeking question about historical Canadian tariffs and trade policy, seeking clarification on context.
@goombafreak
Mar 4, 2025
Is bike guy wrong though?
Is bike guy wrong though?
Seeks clarification or validation about a person mentioned in the video ('bike guy').
Question
0.90
Rubygirl0908
Jan 27, 2026
Did he say we just started better security yesterday?
Did he say we just started better security yesterday?
Seeks clarification about a specific statement made in the video regarding security measures.
Question
0.90
@stevesalisbury3657
Mar 4, 2025
As he states the tariffs is not related to fent, what is the actual reason he sees for these tariffs?
As he states the tariffs is not related to fent, what is the actual reason he sees for these tariffs?
A direct information-seeking question asking for clarification on the actual rationale behind the tariffs.
Question
0.90
@meme-yd8bp
Mar 4, 2025
Ask him what we have to pay Canada for tariffs? ?
Ask him what we have to pay Canada for tariffs? ?
A direct information-seeking question about tariff costs, requesting clarification on economic policy details.
Question
0.90
@tattooedteddy
Mar 4, 2025
I thought he stepped down ??? i guess not
I thought he stepped down ??? i guess not
Seeks clarification about whether a political figure has actually stepped down, expressing confusion about current status.
Question
0.90
@lorddeathtoall
Mar 4, 2025
If you already got in to Canada, why the hell would you migrate to America?
If you already got in to Canada, why the hell would you migrate to America?
Seeks clarification or information about migration patterns and motivations of immigrants already in Canada.
Question
0.90
Reptex_krka
Jan 27, 2026
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)