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
Is Canada taking Americans ????
Is Canada taking Americans ????
Direct information-seeking question about whether Canada is accepting American immigrants.
Question
0.95
@queenmindsetcoach4983
Mar 4, 2025
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Direct information-seeking question about US motivations and goals.
Question
0.95
@danielcapone5946
Mar 4, 2025
Why in the hell are we going after the Canadians?
Why in the hell are we going after the Canadians?
Direct rhetorical question seeking clarification or expressing confusion about U.S. policy toward Canada.
Question
0.95
@jordanmiller5504
Mar 4, 2025
wtf is he saying ?
wtf is he saying ?
Direct request for clarification about the video content's meaning.
Question
0.95
@wallxe9270
Mar 4, 2025
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Directly seeks clarification about tariff policy specifics with a clear interrogative structure.
Question
0.95
@douglaserb1
Mar 4, 2025
who is this guy
who is this guy
Simple information-seeking question asking for identification of the person in the video.
Question
0.95
@mikeanike1425
Mar 4, 2025
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
So my question is “ Why?”
So my question is “ Why?”
Direct information-seeking question about the rationale behind the tariffs.
Question
0.95
@monalisa542
Mar 4, 2025
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Explicitly framed as a question seeking information about Trump support in the commenter's community.
Question
0.95
@ccr6088
Mar 4, 2025
I thought this guy stepped down a couple weeks ago?
I thought this guy stepped down a couple weeks ago?
Seeks factual clarification about whether the political figure recently resigned, framed as an information-seeking question.
Question
0.95
@outuvcontext
Mar 4, 2025
Don't want to see Americans hurt.. elaborate please...?
Don't want to see Americans hurt.. elaborate please...?
Direct request for clarification and elaboration on a previous statement.
Question
0.95
@markbogue9547
Mar 4, 2025
He is still PM?
He is still PM?
Direct factual question seeking clarification about current political status.
Question
0.95
@Mike-hz4cp
Mar 4, 2025
Will this make eggs cheaper?
Will this make eggs cheaper?
Direct information-seeking question about economic impact of immigration policy on egg prices.
Question
0.95
@unitfps
Mar 4, 2025
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether a political figure resigned.
Question
0.95
@Dan-hz5tg
Mar 4, 2025
Can I have the PDF version please?
Can I have the PDF version please?
User is requesting a specific resource (PDF version) from the video creator.
Question
0.95
MohamedArafa-km8yv
May 30, 2025
I thought this guy was resigning…
I thought this guy was resigning…
Simple factual question about whether the speaker was resigning, seeking clarification.
Question
0.95
@Rustyruss137
Mar 4, 2025
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
User is seeking reassurance and asking for an opinion about their chances of passing an upcoming citizenship test.
Question
0.95
sahlekahsay1221
Jun 4, 2025
What is Trump up to. I can't understand his thinking? ?
What is Trump up to. I can't understand his thinking? ?
Direct question seeking understanding of Trump's motivations and reasoning.
Question
0.95
@newtonmalwa5654
Mar 4, 2025
Where is fentynal produced?
Where is fentynal produced?
Direct information-seeking question about fentanyl production source.
Question
0.95
@diannemorris6664
Mar 4, 2025
What do the united states gets from Canada
What do the united states gets from Canada
Direct information-seeking question about US-Canada trade benefits.
Question
0.95
@sweikel7012
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)