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
What specific actions by Canada would stop the tariffs?
What specific actions by Canada would stop the tariffs?
Direct information-seeking question about specific policy actions to resolve a trade dispute.
Question
0.95
@tdunn2
Mar 4, 2025
What was Trump's reason for the tariff?
What was Trump's reason for the tariff?
A straightforward factual question seeking information about Trump's tariff rationale.
Question
0.95
@Bruce_LeRoyy
Mar 4, 2025
What is involved in digital ID proposed by Ottawa?
What is involved in digital ID proposed by Ottawa?
Direct information-seeking question about digital ID policy details.
Question
0.95
carylhalfwassen8555
Dec 10, 2025
Anyone recently passed with this?
Anyone recently passed with this?
Direct information-seeking question about whether someone recently passed a test or process.
Question
0.95
saubhagya1988
Dec 22, 2025
Did he said his own country?
Did he said his own country?
Simple clarification question seeking confirmation about a statement made in the video.
Question
0.95
nilotic-king
Jan 28, 2026
Is there a part 2 to this?
Is there a part 2 to this?
Simple information-seeking question about whether additional video content exists.
Question
0.95
thomaslt5547
Jan 28, 2026
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
why aren't they required to have a return airline ticket?
why aren't they required to have a return airline ticket?
Direct information-seeking question about immigration requirements and procedures.
Question
0.95
777thlee
Dec 25, 2025
Isn’t he supposedly step down?
Isn’t he supposedly step down?
Direct factual question about Trudeau's political status, seeking clarification on current events.
Question
0.95
@WorldTopSeven
Mar 4, 2025
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
Didn’t he resign?
Didn’t he resign?
Seeks factual clarification about whether a political figure resigned.
Question
0.95
@anonymoususer4866
Mar 4, 2025
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Direct question posed to another commenter seeking information about their identity.
Question
0.95
digicraft123
Jan 28, 2026
Is there a part 2???
Is there a part 2???
Simple information-seeking question about whether additional video content exists.
Question
0.95
lavenderladi
Jan 28, 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
I thought he resigned?
I thought he resigned?
Direct factual question seeking clarification about whether a political figure resigned.
Question
0.95
@jump13000
Mar 4, 2025
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
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 happened in the end????
What happened in the end????
Direct question seeking clarification about the video's conclusion.
Question
0.95
aliexq
Jan 27, 2026
Is the ad actually real?
Is the ad actually real?
The comment is a straightforward factual question asking whether an advertisement mentioned in the video is authentic.
Question
0.95
leonardobravo6151
Jan 27, 2026
During that time how many were let in and what will that cost.
During that time how many were let in and what will that cost.
Direct information-seeking about immigration numbers and associated costs.
Question
0.95
johnsissons7094
Dec 26, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)