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
Why wait until Oct?
Why wait until Oct?
Simple clarification question seeking information about timing mentioned in the video.
Question
0.95
@WorkersUnited111
Feb 23, 2026
Can I move to Canada?
Can I move to Canada?
Direct information-seeking question about immigration eligibility to Canada.
Question
0.95
@dianeroeder3350
Mar 4, 2025
Mine is online test do they give all the information how and when the test will be taken and which website
Mine is online test do they give all the information how and when the test will be taken and which website
Straightforward information-seeking question about online test procedures and logistics.
Question
0.95
ZeenatAkhtar-c8c
Dec 24, 2025
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Direct information-seeking question about immigration numbers at a specific border crossing.
Question
0.95
kathyfugere6085
Nov 24, 2025
pls do bangladesh side pls
pls do bangladesh side pls
Simple request for the video creator to cover Bangladesh in future content.
Question
0.95
OnexBlox444
Feb 16, 2026
Where is the 100% tariff on Tesla?
Where is the 100% tariff on Tesla?
Direct information-seeking question about a specific tariff policy.
Question
0.95
@tiov3001
Mar 4, 2025
FIRST Nation?
FIRST Nation?
Simple clarification question about terminology regarding First Nations.
Question
0.95
AMPProf
Sep 19, 2025
What do the united states gets from Canada
What do the united states gets from Canada
Direct information-seeking question about US-Canada trade benefits.
Question
0.95
@sweikel7012
Mar 4, 2025
What is Trump up to. I can't understand his thinking? ?
What is Trump up to. I can't understand his thinking? ?
Direct question seeking understanding of Trump's motivations and reasoning.
Question
0.95
@newtonmalwa5654
Mar 4, 2025
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
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
How they are going to host the FIFA world cup 2026 together ?
How they are going to host the FIFA world cup 2026 together ?
Direct information-seeking question about logistical feasibility of hosting FIFA World Cup 2026.
Question
0.95
@marwan0511
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
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
Please send me info on how to get assistance starting a new business in Canada using all Canadian products.
Please send me info on how to get assistance starting a new business in Canada using all Canadian products.
Direct request for information about business assistance programs in Canada.
Question
0.95
@AstralWaters-h4v
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
WHO IS THIS THEY YOU SPEAKING OF??
WHO IS THIS THEY YOU SPEAKING OF??
Commenter asks for clarification about who 'they' refers to in the video, seeking information.
Question
0.95
@Mjermonthicks
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
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
Who are the primary fentanyl customers? ?
Who are the primary fentanyl customers? ?
Direct information-seeking question about fentanyl consumption patterns.
Question
0.95
@jlmctv
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)