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
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
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
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
do they really make 83k a year free ?
do they really make 83k a year free ?
Direct information-seeking question about immigrant income/benefits, seeking clarification or verification.
Question
0.95
jasonchillman102
Aug 25, 2025
Does the US EXPORT or IMPORT more fentanyl to Canada?
Does the US EXPORT or IMPORT more fentanyl to Canada?
Direct information-seeking question about US fentanyl trade patterns with Canada.
Question
0.95
@chichigirl69
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
Who’s the woman in the background??
Who’s the woman in the background??
Simple factual question about a person visible in the video background.
@liamtraveller5469
Mar 4, 2025
Any id i submited my aplication online on aprill 17 .when should i get update from ircc
Any id i submited my aplication online on aprill 17 .when should i get update from ircc
Direct information-seeking question about application status and timeline.
Question
0.95
garytahan7189
Jun 6, 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
This not necessary can someone tell me why this is ok or help me understand why?
This not necessary can someone tell me why this is ok or help me understand why?
Direct request for explanation and understanding about a policy or situation.
Question
0.95
@CharlesandTrippy
Mar 4, 2025
What is wrong with reciprocal tariffs?
What is wrong with reciprocal tariffs?
Direct information-seeking question about the merits of reciprocal tariffs policy.
Question
0.95
@jeremytheballer2
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
American here. How do I become a Canadian Citizen?
American here. How do I become a Canadian Citizen?
Direct information-seeking question about Canadian citizenship requirements from an American.
Question
0.95
@carolynnsenedak9074
Mar 4, 2025
Is he still the PM of Canada, I think he has resigned ????
Is he still the PM of Canada, I think he has resigned ????
Seeks clarification about the current PM's status through direct questioning.
Question
0.95
@ExploreEveryThing69
Mar 4, 2025
How did we get to this?
How did we get to this?
Simple information-seeking question about how the current situation developed.
Question
0.95
@chrismeese3666
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
Ummm…don’t his own people want him to step down ??
Ummm…don’t his own people want him to step down ??
Seeks clarification or information about whether Trump's supporters want him to resign.
Question
0.95
@user-mt7ti6xn6m
Mar 4, 2025
Çeviri lütfen
Çeviri lütfen
A straightforward request for translation of the video content into Turkish.
Question
0.95
Freefire-o8m6z
Jan 27, 2026
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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)