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
Where do I apply for Canadian Citizenship?
Where do I apply for Canadian Citizenship?
Direct information-seeking question about Canadian citizenship application process.
Question
0.98
@J404.10
Mar 4, 2025
How do i apply for Canadian citizenship?
How do i apply for Canadian citizenship?
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.98
@e4d578
Mar 4, 2025
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Direct information-seeking question about iPad use for a test.
Question
0.98
antartica4099
Jan 26, 2026
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Direct information-seeking question about Canada's appeal to immigrants, requesting explanation or data.
Question
0.96
Nightwolf247
Feb 11, 2026
Prince rupert ?
Prince rupert ?
Simple question seeking clarification or information about a specific location mentioned in the video.
Question
0.95
@ypanso
Mar 4, 2025
Can I move to Canada
Can I move to Canada
Direct information-seeking question about immigration eligibility and process.
Question
0.95
@brittobrien6230
Mar 4, 2025
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
Would Canada like to join the EU?
Would Canada like to join the EU?
Direct information-seeking question about Canada's potential EU membership.
Question
0.95
@Prunella304
Mar 4, 2025
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
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
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
So my question is “ Why?”
So my question is “ Why?”
Direct information-seeking question about the rationale behind the tariffs.
Question
0.95
@monalisa542
Mar 4, 2025
Who put who on notice?
Who put who on notice?
Direct clarification question seeking information about who issued a notice to whom.
Question
0.95
@brendaglassco1862
Mar 4, 2025
How many listened to this speech? ?
How many listened to this speech? ?
Direct information-seeking question about audience size for the speech.
Question
0.95
@MaBharatvarsh
Mar 4, 2025
What is a Carbon tax?
What is a Carbon tax?
Direct information-seeking question about a specific policy term.
Question
0.95
@DbiPro
Mar 4, 2025
Don't want to see Americans hurt.. elaborate please...?
Don't want to see Americans hurt.. elaborate please...?
Direct request for clarification and elaboration on a previous statement.
Question
0.95
@markbogue9547
Mar 4, 2025
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether a political figure resigned.
Question
0.95
@DannyChauhan-t4e
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
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
I thought he stepped down...
I thought he stepped down...
Simple factual question about whether Trudeau stepped down from his position.
Question
0.95
@yhchang511
Mar 4, 2025
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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)