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
Can I get the soft copy of the questions?
Can I get the soft copy of the questions?
Direct information-seeking request about obtaining materials related to the video content.
Question
0.95
shivalimaria25
Feb 26, 2026
What is happening on trump administration
What is happening on trump administration
Direct information-seeking question about Trump administration actions.
Question
0.95
@pinoyako2820
Mar 4, 2025
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
Seeks clarification about citizenship rules for children born abroad to citizen parents.
Question
0.95
sandhusupreet9018
Jan 6, 2026
Didn’t he step down
Didn’t he step down
Simple factual question seeking clarification about Trudeau's political status.
Question
0.95
@Mruiz0085
Mar 4, 2025
I am going to see if I can upgrade to deluxe healthcare. Is that provided in the same hospital we use now?
I am going to see if I can upgrade to deluxe healthcare. Is that provided in the same hospital we use now?
Straightforward information-seeking question about healthcare upgrade options and hospital access.
Question
0.95
MrTeampenner
Feb 25, 2026
i thought this guy stepped down????
i thought this guy stepped down????
A straightforward factual question seeking clarification about the speaker's current political status.
Question
0.95
@blackburgundy1659
Mar 4, 2025
School program?
School program?
Simple information-seeking question about a school program mentioned in the video.
Question
0.95
CJ-dw3fz
Jan 12, 2026
Who is the woman behind Trudeau's right shoulder?
Who is the woman behind Trudeau's right shoulder?
Direct information-seeking question about the identity of a person visible in the video.
Question
0.95
@peternicholas2393
Mar 4, 2025
Does having a visa mean something or is it irrelevant?
Does having a visa mean something or is it irrelevant?
Information-seeking question about visa relevance and meaning in the immigration context.
Question
0.95
martincull4914
Jan 17, 2026
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
Didn’t he resign?
Didn’t he resign?
Seeks factual clarification about whether a political figure resigned.
Question
0.95
@anonymoususer4866
Mar 4, 2025
What’s trudeaus approval rating?
What’s trudeaus approval rating?
Direct information-seeking question about a political figure's approval rating.
Question
0.95
@MrFeeny911
Mar 4, 2025
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
Are you actually half portuguese?
Are you actually half portuguese?
Direct factual question about the video creator's ethnic background.
Question
0.95
sniforgeforger9432
Jan 27, 2026
Do Maryland next
Do Maryland next
Simple request for the creator to produce similar content about Maryland, seeking information or action.
Question
0.95
ryanlevin1912
Feb 26, 2026
Where in Frisco, Texas is this.
Where in Frisco, Texas is this.
User is asking for location information about a place mentioned in the video.
Question
0.95
huynguyenification
Jan 27, 2026
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Is this additional to the existing Canadian tariffs that exist on US products already or are you reducing existing Tariffs to 25 percent?
Directly seeks clarification about tariff policy specifics with a clear interrogative structure.
Question
0.95
@douglaserb1
Mar 4, 2025
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Commenter is requesting information about bilingual content in the video.
Question
0.95
@yolandevilleneuve4474
Mar 4, 2025
Hi is there a pdf file for this?
Hi is there a pdf file for this?
Direct information-seeking request about availability of study materials.
Question
0.95
JairelVentura
Jul 1, 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
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)