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
Answer of 129 is correct? Please reply.
Answer of 129 is correct? Please reply.
Direct question seeking verification of an answer; unrelated to immigration topic.
Question
0.95
renug2851
Jul 30, 2025
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
Is Canada accepting refugees?
Is Canada accepting refugees?
Direct information-seeking question about Canadian refugee acceptance policy.
Question
0.95
@steveg1833
Mar 4, 2025
Why does he think Canada' is America closest Ally?
Why does he think Canada' is America closest Ally?
Direct information-seeking question challenging a factual claim about Canada-US relations.
Question
0.95
@rrraaadddiiiooo7766
Mar 4, 2025
1:20 is he talking about cutting electricity across the border?
1:20 is he talking about cutting electricity across the border?
Seeks clarification about a specific statement made in the video regarding electricity.
Question
0.95
@iceetmarne3571
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
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
Why did Trump do it?
Why did Trump do it?
Direct information-seeking question about Trump's motivations.
Question
0.95
@josephkaminer2337
Mar 4, 2025
Extortion not mentioned?
Extortion not mentioned?
Information-seeking query about whether extortion was mentioned in the video content.
Question
0.93
5831a
Feb 4, 2026
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Seeks information about asylum claim decision-making processes, institutional procedures, and legislative requirements.
Question
0.92
georgefiedler8609
Feb 23, 2026
Anybody can tell tell me when the governor Trudeau will step down office?
Anybody can tell tell me when the governor Trudeau will step down office?
Direct information-seeking question about when Trudeau will step down from office.
Question
0.92
@antoniocoutino2273
Mar 4, 2025
This still works for feb 2026 scheduled citizenship test?
This still works for feb 2026 scheduled citizenship test?
Direct information-seeking question about whether video content remains applicable for future citizenship test date.
Question
0.92
JayZ-m1b
Jan 28, 2026
Where’s the scam center at??
Where’s the scam center at??
Seeks specific location information related to the video's content.
Question
0.92
I.s88ac
Jan 28, 2026
Is this available anywhere with the original French part included? CBC translated it ?
Is this available anywhere with the original French part included? CBC translated it ?
Seeks information about video availability and whether CBC provided translation of French content.
Question
0.92
@esterabraila4530
Mar 4, 2025
I want to learn only the 1st 150 questions
I want to learn only the 1st 150 questions
Commenter requests information about accessing a specific subset of study material, a straightforward information-seeking query.
Question
0.92
WhispersofFaith-2025
Jul 31, 2025
Do they ask you for specific dates/years?
Do they ask you for specific dates/years?
Direct information-seeking question about application requirements and documentation.
Question
0.92
minalee2191
Jan 23, 2026
ummm....Can this guy run for the POTUS in 2028?
ummm....Can this guy run for the POTUS in 2028?
Direct information-seeking question about whether Trudeau could run for U.S. President in 2028.
Question
0.92
@trevorregay9283
Mar 4, 2025
Make any of it make sense ?
Make any of it make sense ?
A rhetorical question seeking clarification or expressing confusion about the situation's logic.
Question
0.92
@sandraferguson653
Mar 4, 2025
As an American ?? ??
As an American ?? ??
Brief question seeking clarification about commenter's nationality or relevance.
Question
0.92
@NiZzL3537
Mar 4, 2025
Can someone explain wtf Donald’s plan is?
Can someone explain wtf Donald’s plan is?
Direct request for clarification about Trump's policy objectives.
Question
0.92
@mmangal2
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)