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
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Direct information-seeking question about iPad use for a test.
Question
0.98
antartica4099
Jan 26, 2026
Where do I apply for Canadian Citizenship?
Where do I apply for Canadian Citizenship?
Direct information-seeking question about Canadian citizenship application process.
Question
0.98
@J404.10
Mar 4, 2025
How do i apply for Canadian citizenship?
How do i apply for Canadian citizenship?
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.98
@e4d578
Mar 4, 2025
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Direct information-seeking question about Canada's appeal to immigrants, requesting explanation or data.
Question
0.96
Nightwolf247
Feb 11, 2026
Bro how you filmed this?
Bro how you filmed this?
Direct question asking about video production methods.
Question
0.95
hokaleukko4603
Jan 28, 2026
What happen with 100% on tesla!????
What happen with 100% on tesla!????
Direct information-seeking question about a specific statistic or claim, requesting clarification.
Question
0.95
@Rams22Mr
Mar 4, 2025
What specific actions by Canada would stop the tariffs?
What specific actions by Canada would stop the tariffs?
Direct information-seeking question about specific policy actions to resolve a trade dispute.
Question
0.95
@tdunn2
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
How easy is it to get an licences in that place.
How easy is it to get an licences in that place.
Direct information-seeking question about licensing requirements in the location discussed.
Question
0.95
luqsule8309
Jan 27, 2026
Are hands are tied?
Are hands are tied?
Brief question seeking clarification or information about whether hands are tied.
Question
0.95
@msfluffy43
Mar 4, 2025
Did he said his own country?
Did he said his own country?
Simple clarification question seeking confirmation about a statement made in the video.
Question
0.95
nilotic-king
Jan 28, 2026
Is there a part 2 to this?
Is there a part 2 to this?
Simple information-seeking question about whether additional video content exists.
Question
0.95
thomaslt5547
Jan 28, 2026
Hello Joyce kindly share pathways for social workers
Hello Joyce kindly share pathways for social workers
Direct request for information about immigration pathways for social workers.
Question
0.95
@justusmushila5662
Mar 4, 2025
Who they all working for ?
Who they all working for ?
A direct question seeking information about who political figures are working for.
Question
0.95
@imranshaikh-dg3ft
Mar 4, 2025
Didn’t he resign?
Didn’t he resign?
Seeks factual clarification about whether a political figure resigned.
Question
0.95
@anonymoususer4866
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
Where is this
Where is this
Simple factual question seeking location information about the video's setting.
Question
0.95
jeffeverts7749
Jan 27, 2026
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Direct question posed to another commenter seeking information about their identity.
Question
0.95
digicraft123
Jan 28, 2026
Is there a part 2???
Is there a part 2???
Simple information-seeking question about whether additional video content exists.
Question
0.95
lavenderladi
Jan 28, 2026
How do they get the visa????
How do they get the visa????
Direct information-seeking question about visa acquisition processes.
Question
0.95
OptionSpreadProfits
Jan 28, 2026
1 / 68
Next »
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)