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
Aren’t they cold…
Aren’t they cold…
Simple information-seeking question about climate conditions.
Question
0.92
Impostor82
Jan 29, 2026
As an American ?? ??
As an American ?? ??
Brief question seeking clarification about commenter's nationality or relevance.
Question
0.92
@NiZzL3537
Mar 4, 2025
Show us what the local government looks like there… I want to see something.
Show us what the local government looks like there… I want to see something.
Direct request for additional information about local government representation in the discussed area.
Question
0.92
Str8ABH
Jan 27, 2026
why they are only women? for the sake of equal opportunity?
why they are only women? for the sake of equal opportunity?
Seeks clarification about why only women are featured, questioning whether it relates to equal opportunity initiatives.
Question
0.92
marysmith5253
Oct 24, 2025
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
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
Free cash is legit?
Free cash is legit?
Direct information-seeking question about the legitimacy of a program or benefit mentioned in the video.
Question
0.92
NOnnL
Jan 27, 2026
How does he record in the house without getting caught tho you’d think these places have cameras ?
How does he record in the house without getting caught tho you’d think these places have cameras ?
Straightforward information-seeking question about video production logistics unrelated to immigration policy.
Question
0.92
lecatnegro7113
Jan 29, 2026
Don’t they already have really high tariffs on American products?
Don’t they already have really high tariffs on American products?
Direct factual question seeking information about Canadian tariff policies.
Question
0.92
@cirilodifuntorum2486
Mar 4, 2025
Bro what is this video even about
Bro what is this video even about
Direct question expressing confusion about the video's topic or purpose.
hamouziii
Jan 29, 2026
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
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
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
Wait im confused didn't trump say he would charge other countries the same terrifs as they charge us... so whats the problem ?
Wait im confused didn't trump say he would charge other countries the same terrifs as they charge us... so whats the problem ?
Information-seeking comment asking for clarification about Trump's tariff policy and its application.
Question
0.92
@danimalm631
Mar 4, 2025
Is trump still president?..i never voted elon????
Is trump still president?..i never voted elon????
Comment consists of clarification questions about Trump's current status and voting, seeking factual information.
Question
0.92
@wiseguy-f1h
Mar 4, 2025
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
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
How could I get Canadian citizenship
How could I get Canadian citizenship
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.92
@abdulmohammed7312
Mar 4, 2025
Damn. I'm from Montréal. I didn't know that they smuggle from here 😮
Damn. I'm from Montréal. I didn't know that they smuggle from here 😮
Information-seeking expression of surprise about smuggling operations in Montréal.
Question
0.91
ahmardbrowne8735
Jan 27, 2026
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)