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
79,000 in Canada or just Ontario
79,000 in Canada or just Ontario
Seeks clarification about the geographic scope of statistics mentioned in the video.
Question
0.95
sofieb1575
Oct 2, 2025
what's happening to Canada?
what's happening to Canada?
Direct question seeking information or expressing concern about changes in Canada, though rhetorical in nature.
Question
0.95
pauvargas1048
Oct 4, 2025
From Ireland right?
From Ireland right?
Simple information-seeking question asking about someone's country of origin.
Question
0.95
guttergirl61
Oct 3, 2025
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Direct information-seeking question challenging a claim made in the video about Canadian cities declining due to population loss.
Question
0.95
hydraulics
Oct 9, 2025
I have a question, does our Prime minister Mark Carney watch this video?
I have a question, does our Prime minister Mark Carney watch this video?
Direct question asking whether the Prime Minister watches the video, seeking information or engagement.
Question
0.95
elizadolittle1951
Oct 11, 2025
Soooooooooo WHY??!?!?!??!?
Soooooooooo WHY??!?!?!??!?
Simple information-seeking question asking for explanation or clarification about the video content.
Question
0.95
bigbiff492
Oct 14, 2025
Can Canadians apply for refugee status in Canada?
Can Canadians apply for refugee status in Canada?
Direct information-seeking question about refugee eligibility for Canadian citizens.
Question
0.95
karenregnier5050
Nov 21, 2025
Can someone explain the ending
Can someone explain the ending
Direct request for clarification about the video's ending.
Question
0.95
AniRena
Jan 28, 2026
How about people with LMIA it affects this?
How about people with LMIA it affects this?
Direct information-seeking question about how LMIA (Labour Market Impact Assessment) is affected by the policy discussed.
Question
0.95
maritescalpito6630
Nov 21, 2025
Diplomatic immunity?
Diplomatic immunity?
Single-word question seeking information about diplomatic immunity.
Question
0.95
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Commenter seeks factual information about residency requirements and test preparation materials.
Question
0.95
Christine-l4l3c
Jan 28, 2026
Where are you from Tyler?
Where are you from Tyler?
Simple information-seeking question asking for personal biographical details about the video creator.
Question
0.95
BrentRyley
Jan 29, 2026
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
Is Canada accepting refugees?
Is Canada accepting refugees?
Direct information-seeking question about Canadian refugee acceptance policy.
Question
0.95
@steveg1833
Mar 4, 2025
I thought this guy was stepping down as PM, how is he still there?
I thought this guy was stepping down as PM, how is he still there?
Direct factual question seeking clarification about the PM's status.
Question
0.95
@hansgruber7631
Mar 4, 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
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 are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
Seeks clarification on legal rules for dual citizens regarding passport use and border crossing procedures.
Question
0.95
sandradigras1396
Dec 10, 2025
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out of 20. So, I'm assuming I pass. Please someone reply.🙏
Information-seeking request for confirmation about exam passing status based on stated requirements.
Question
0.95
Mariapeiris2002
Dec 22, 2025
Didn't this guy resign ?
Didn't this guy resign ?
Simple factual question asking whether the person in the video has resigned.
Question
0.95
@costaplumbingsystems
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)