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 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
Didn't this fella already resigned?
Didn't this fella already resigned?
Direct factual question seeking clarification about whether someone resigned.
Question
0.95
@Patriarchy_69
Mar 4, 2025
What goods does the tariff apply? ?
What goods does the tariff apply? ?
Direct information-seeking question about tariff specifics.
Question
0.95
@hangnguyenthu404
Mar 4, 2025
Does Project 2025 shed any light on this??
Does Project 2025 shed any light on this??
Direct information-seeking question about Project 2025 and its relevance to the discussion.
Question
0.95
@Nina-i8i
Mar 4, 2025
Didn’t Trudeau resign?
Didn’t Trudeau resign?
Direct factual question seeking clarification about a political event.
Question
0.95
@Ann-f6p5z
Mar 4, 2025
Can I please become a Canadian?
Can I please become a Canadian?
Direct information-seeking question about Canadian citizenship eligibility.
Question
0.95
@AntisocialAtheist1
Mar 4, 2025
Ain’t this dude stepping down?
Ain’t this dude stepping down?
Simple information-seeking question about whether a political figure is stepping down.
Question
0.95
@ZcoobyZnaks
Mar 4, 2025
Any Trump voters here, would be interested to hear your thoughts?
Any Trump voters here, would be interested to hear your thoughts?
Direct request for opinions from a specific group, seeking information and engagement.
Question
0.95
@dmcg6074
Mar 4, 2025
Extortion not mentioned?
Extortion not mentioned?
Information-seeking query about whether extortion was mentioned in the video content.
Question
0.93
5831a
Feb 4, 2026
Don’t they already have really high tariffs on American products?
Don’t they already have really high tariffs on American products?
Direct factual question seeking information about Canadian tariff policies.
Question
0.92
@cirilodifuntorum2486
Mar 4, 2025
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Seeks information about asylum claim decision-making processes, institutional procedures, and legislative requirements.
Question
0.92
georgefiedler8609
Feb 23, 2026
How could I get Canadian citizenship
How could I get Canadian citizenship
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.92
@abdulmohammed7312
Mar 4, 2025
Someone tell me where this guy with the bike stays…
Someone tell me where this guy with the bike stays…
Direct request for information about someone's location, appears to be seeking personal details.
Question
0.92
moea6136
Jan 27, 2026
Do they ask you for specific dates/years?
Do they ask you for specific dates/years?
Direct information-seeking question about application requirements and documentation.
Question
0.92
minalee2191
Jan 23, 2026
This still works for feb 2026 scheduled citizenship test?
This still works for feb 2026 scheduled citizenship test?
Direct information-seeking question about whether video content remains applicable for future citizenship test date.
Question
0.92
JayZ-m1b
Jan 28, 2026
Where’s the scam center at??
Where’s the scam center at??
Seeks specific location information related to the video's content.
Question
0.92
I.s88ac
Jan 28, 2026
The question in my mind, is why. Why is Trump doing this?? What are his real motives?
The question in my mind, is why. Why is Trump doing this?? What are his real motives?
Direct information-seeking about Trump's motivations and reasoning behind his trade actions.
Question
0.92
@annebarker75
Mar 4, 2025
Free cash is legit?
Free cash is legit?
Direct information-seeking question about the legitimacy of a program or benefit mentioned in the video.
Question
0.92
NOnnL
Jan 27, 2026
Wait im confused didn't trump say he would charge other countries the same terrifs as they charge us... so whats the problem ?
Wait im confused didn't trump say he would charge other countries the same terrifs as they charge us... so whats the problem ?
Information-seeking comment asking for clarification about Trump's tariff policy and its application.
Question
0.92
@danimalm631
Mar 4, 2025
ummm....Can this guy run for the POTUS in 2028?
ummm....Can this guy run for the POTUS in 2028?
Direct information-seeking question about whether Trudeau could run for U.S. President in 2028.
Question
0.92
@trevorregay9283
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)