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
Is Canada accepting refugees?
Is Canada accepting refugees?
Direct information-seeking question about Canadian refugee acceptance policy.
Question
0.95
@steveg1833
Mar 4, 2025
Why did Trump do it?
Why did Trump do it?
Direct information-seeking question about Trump's motivations.
Question
0.95
@josephkaminer2337
Mar 4, 2025
I don't understand why this is happening. Why are we doing this?
I don't understand why this is happening. Why are we doing this?
Seeks information and clarification about the reasons behind a policy or action, expressed as genuine confusion.
Question
0.95
@ArkhamScarecr0w1
Mar 4, 2025
I thought Trudeau had resigned?
I thought Trudeau had resigned?
Direct factual question seeking clarification about Trudeau's resignation status.
Question
0.95
@Pesadelooo
Mar 4, 2025
Didn’t he resign?
Didn’t he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@TomMcKee33
Mar 4, 2025
What happen with 100% on tesla!????
What happen with 100% on tesla!????
Direct information-seeking question about a specific statistic or claim, requesting clarification.
Question
0.95
@Rams22Mr
Mar 4, 2025
What is wrong with reciprocal tariffs?
What is wrong with reciprocal tariffs?
Direct information-seeking question about the merits of reciprocal tariffs policy.
Question
0.95
@jeremytheballer2
Mar 4, 2025
Where is the 100% tariff on Tesla?
Where is the 100% tariff on Tesla?
Direct information-seeking question about a specific tariff policy.
Question
0.95
@tiov3001
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
Where is the Republican party
Where is the Republican party
A direct question seeking information about the Republican party's position or involvement.
Question
0.95
@winstonmartin8097
Mar 4, 2025
Can I please become a Canadian?
Can I please become a Canadian?
Direct information-seeking question about Canadian citizenship eligibility.
Question
0.95
@AntisocialAtheist1
Mar 4, 2025
Is Canada taking Americans ????
Is Canada taking Americans ????
Direct information-seeking question about whether Canada is accepting American immigrants.
Question
0.95
@queenmindsetcoach4983
Mar 4, 2025
1:20 is he talking about cutting electricity across the border?
1:20 is he talking about cutting electricity across the border?
Seeks clarification about a specific statement made in the video regarding electricity.
Question
0.95
@iceetmarne3571
Mar 4, 2025
He’s still the PM?
He’s still the PM?
Simple factual question asking about Trudeau's current political status.
Question
0.95
@Coffee993
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
100% tarriff on tesla?
100% tarriff on tesla?
A direct factual question seeking clarification about tariff policy.
Question
0.95
@cheforyourpartyprivatehire9765
Mar 4, 2025
Does Project 2025 shed any light on this??
Does Project 2025 shed any light on this??
Direct information-seeking question about Project 2025 and its relevance to the discussion.
Question
0.95
@Nina-i8i
Mar 4, 2025
Didn't this guy resign ?
Didn't this guy resign ?
Simple factual question asking whether the person in the video has resigned.
Question
0.95
@costaplumbingsystems
Mar 4, 2025
Didn't this fella already resigned?
Didn't this fella already resigned?
Direct factual question seeking clarification about whether someone resigned.
Question
0.95
@Patriarchy_69
Mar 4, 2025
Isn’t drug coming to Canada from USA & south Amenrican countries??
Isn’t drug coming to Canada from USA & south Amenrican countries??
Direct information-seeking question about drug sourcing to Canada, marked by question mark and request for clarification.
Question
0.95
@afromedia710
Mar 4, 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)