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
Algoma university is in sault ste Marie Ontario
Algoma university is in sault ste Marie Ontario
Factual correction/clarification about the location of Algoma University mentioned in the video.
Question
0.95
Steven-i9l
Jan 28, 2026
are you still in montreal?
are you still in montreal?
Simple information-seeking question about the creator's location.
Question
0.95
ttvJimmyJones999
Jan 27, 2026
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
Çeviri lütfen
Çeviri lütfen
A straightforward request for translation of the video content into Turkish.
Question
0.95
Freefire-o8m6z
Jan 27, 2026
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
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
School program?
School program?
Simple information-seeking question about a school program mentioned in the video.
Question
0.95
CJ-dw3fz
Jan 12, 2026
I thought he was stepping down?
I thought he was stepping down?
Direct information-seeking question about whether someone was stepping down.
Question
0.95
@bryanttaylor4300
Mar 4, 2025
Liability free?
Liability free?
Brief clarification question about legal liability.
Question
0.95
AnnaAnnieAnneofGreenGables
Nov 20, 2025
How does a state tariff the federal govt. or another state? Very confusing.
How does a state tariff the federal govt. or another state? Very confusing.
Direct request for clarification about how tariff mechanisms work between states and federal government.
Question
0.95
@StormyWeather21
Mar 4, 2025
Did you report the details to RCMP/IRCC?
Did you report the details to RCMP/IRCC?
Direct inquiry asking whether someone reported details to authorities (RCMP/IRCC).
Question
0.95
erunduk
Jan 27, 2026
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions.
1. Why canada bringing so many people?
2. Why these people naking brampton to browntown.
Direct information-seeking questions about immigration policy and demographic changes in specific locations.
Question
0.95
Totempoles7
Sep 21, 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
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
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
What's the tuk tuk about?
What's the tuk tuk about?
Direct information-seeking question about a specific element shown in the video.
Question
0.95
socagal2867
Jan 27, 2026
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
Isn’t he stepping down?
Isn’t he stepping down?
A straightforward factual question seeking clarification about Trudeau's political status.
Question
0.95
@pandadaggy2383
Mar 4, 2025
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
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
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)