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
Who would they vote for？
Who would they vote for？
A straightforward information-seeking question about voting behavior.
Question
0.95
hojacqui7595
Jan 28, 2026
Was this broadcast in full on Fox?
Was this broadcast in full on Fox?
Direct factual question about media coverage and broadcast details.
Question
0.95
@noname-sd5dt
Mar 4, 2025
Didn’t this guy resign?
Didn’t this guy resign?
Direct factual question seeking clarification about whether the person in the video has resigned.
Question
0.95
@Mr.P1983
Mar 4, 2025
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@thelastcowboy8654
Mar 4, 2025
Algoma university is in sault ste Marie Ontario
Algoma university is in sault ste Marie Ontario
Factual correction/clarification about the location of Algoma University mentioned in the video.
Question
0.95
Steven-i9l
Jan 28, 2026
are you still in montreal?
are you still in montreal?
Simple information-seeking question about the creator's location.
Question
0.95
ttvJimmyJones999
Jan 27, 2026
Çeviri lütfen
Çeviri lütfen
A straightforward request for translation of the video content into Turkish.
Question
0.95
Freefire-o8m6z
Jan 27, 2026
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
Liability free?
Liability free?
Brief clarification question about legal liability.
Question
0.95
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Did you report the details to RCMP/IRCC?
Did you report the details to RCMP/IRCC?
Direct inquiry asking whether someone reported details to authorities (RCMP/IRCC).
Question
0.95
erunduk
Jan 27, 2026
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
What's the tuk tuk about?
What's the tuk tuk about?
Direct information-seeking question about a specific element shown in the video.
Question
0.95
socagal2867
Jan 27, 2026
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
Isn’t this guy supposed to resign soon?
Isn’t this guy supposed to resign soon?
A direct information-seeking question about whether a political figure is expected to resign soon.
Question
0.95
@jaysavy
Mar 4, 2025
How are we fighting with Canada
How are we fighting with Canada
Simple information-seeking question about the nature of the conflict between countries.
Question
0.95
@lowballer101
Mar 4, 2025
What’s fentanyl why’s deodorant part big thing here I’m lost
What’s fentanyl why’s deodorant part big thing here I’m lost
Direct information-seeking about references mentioned in the video, requesting clarification.
Question
0.95
@cecileetelford
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
Are you actually half portuguese?
Are you actually half portuguese?
Direct factual question about the video creator's ethnic background.
Question
0.95
sniforgeforger9432
Jan 27, 2026
Where in Frisco, Texas is this.
Where in Frisco, Texas is this.
User is asking for location information about a place mentioned in the video.
Question
0.95
huynguyenification
Jan 27, 2026
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
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)