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
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
Isn’t he going to resign?
Isn’t he going to resign?
Direct information-seeking question about whether a political figure will resign.
Question
0.95
@Lone-Wolf-Rips
Mar 4, 2025
Who put who on notice?
Who put who on notice?
Direct clarification question seeking information about who issued a notice to whom.
Question
0.95
@brendaglassco1862
Mar 4, 2025
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions.
1. Why canada bringing so many people?
2. Why these people naking brampton to browntown.
Direct information-seeking questions about immigration policy and demographic changes in specific locations.
Question
0.95
Totempoles7
Sep 21, 2025
I thought he resigned?
I thought he resigned?
Direct factual question seeking clarification about whether a political figure resigned.
Question
0.95
@jump13000
Mar 4, 2025
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
Why does he think Canada' is America closest Ally?
Why does he think Canada' is America closest Ally?
Direct information-seeking question challenging a factual claim about Canada-US relations.
Question
0.95
@rrraaadddiiiooo7766
Mar 4, 2025
Who can tell me, what will happen to America and American's future????
Who can tell me, what will happen to America and American's future????
Direct information-seeking question about America's future, requesting clarification or prediction.
Question
0.95
@yaousa5475
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
I want to learn only the 1st 150 questions
I want to learn only the 1st 150 questions
Commenter requests information about accessing a specific subset of study material, a straightforward information-seeking query.
Question
0.92
WhispersofFaith-2025
Jul 31, 2025
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
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
Can anyone explain what was going to happen at the end?
Can anyone explain what was going to happen at the end?
Straightforward information-seeking question about video content.
Question
0.92
user-uz8pl4uu6k
Feb 3, 2026
Aren’t they cold…
Aren’t they cold…
Simple information-seeking question about climate conditions.
Question
0.92
Impostor82
Jan 29, 2026
Bro what is this video even about
Bro what is this video even about
Direct question expressing confusion about the video's topic or purpose.
hamouziii
Jan 29, 2026
As an American ?? ??
As an American ?? ??
Brief question seeking clarification about commenter's nationality or relevance.
Question
0.92
@NiZzL3537
Mar 4, 2025
How does he record in the house without getting caught tho you’d think these places have cameras ?
How does he record in the house without getting caught tho you’d think these places have cameras ?
Straightforward information-seeking question about video production logistics unrelated to immigration policy.
Question
0.92
lecatnegro7113
Jan 29, 2026
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
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
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
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)