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
I. THOUGHT TRUDEAU RESIGNED??
I. THOUGHT TRUDEAU RESIGNED??
Information-seeking question about Trudeau's resignation status.
Question
0.90
@Gibgdc
Mar 4, 2025
I thought he resigned
I thought he resigned
Seeks clarification about Trudeau's political status with a factual question.
Question
0.90
@ronaldinho12345678
Mar 4, 2025
Isn't Trudeau getting forced to resign? Why is he acting like he'll continue to be in power?
Isn't Trudeau getting forced to resign? Why is he acting like he'll continue to be in power?
Seeks clarification about Trudeau's resignation status and his current political position.
Question
0.90
@atraitor8892
Mar 4, 2025
Does trump work fot the kgb?
Does trump work fot the kgb?
Rhetorical question seeking information or confirmation about Trump's alleged ties to Russian intelligence.
Question
0.90
@donsharma6136
Mar 4, 2025
Can I moveCanada....they
Can I moveCanada....they
Information-seeking query about immigration to Canada, though incomplete.
Question
0.90
@briangong007
Mar 4, 2025
I thought this guy quit?
I thought this guy quit?
Information-seeking question about whether a public figure has retired from politics.
Question
0.90
@tylerkiener4435
Mar 4, 2025
What happen now .
What happen now .
Simple information-seeking question asking what happens next, requesting clarification or updates.
Question
0.90
@wilvarr
Mar 4, 2025
So, what the hell is Trump’s motives, here?
So, what the hell is Trump’s motives, here?
Direct information-seeking question about Trump's underlying motivations.
Question
0.90
@njctboy
Mar 4, 2025
Why are they coming from their own country ?
Why are they coming from their own country ?
Simple information-seeking question about immigration motivations, asking why people leave their home countries.
Question
0.90
GodWon3
Feb 13, 2026
but she knew the visa was temporary ?
but she knew the visa was temporary ?
Direct clarification question about whether the visa holder was aware of the temporary nature of their visa.
Question
0.90
Eric-kn4yn
Feb 13, 2026
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
Direct information-seeking question about Trudeau's resignation status.
Question
0.90
@vickiepatterson1809
Mar 4, 2025
Seriously, what are Americans thinking when they hear this? Are they happy?
Seriously, what are Americans thinking when they hear this? Are they happy?
Rhetorical questions seeking to understand American perspectives and reactions to a policy or statement.
Question
0.90
@JackWestrop
Mar 4, 2025
Why would people vote 4 trump
Why would people vote 4 trump
Direct information-seeking question expressing confusion about voter behavior and motivations.
Question
0.90
@Thomasrod805
Mar 4, 2025
New Brunswick is the only officially bilingual province in Canada.
New Brunswick is the only officially bilingual province in Canada.
A factual statement about Canadian provincial policy that appears to be informational rather than argumentative.
Question
0.90
myway8397
Feb 10, 2026
What is with the tok tok vehicle Is this real or AI
What is with the tok tok vehicle
Is this real or AI
Seeks clarification about video authenticity and production methods.
Question
0.90
jgjalsas1315
Jan 27, 2026
Didn’t he quit?
Didn’t he quit?
Direct factual question seeking clarification about Trudeau's resignation status.
Question
0.90
@venomtactical5698
Mar 4, 2025
I thought he stepped down
I thought he stepped down
Simple factual question seeking clarification about whether a political figure stepped down.
Question
0.90
@sherrygibson9544
Mar 4, 2025
4:55 what'd he mean by that?
4:55 what'd he mean by that?
A direct clarification question about a specific moment in the video, seeking explanation of a statement.
Inner_City_Mixer
Feb 8, 2026
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
The commenter is seeking clarification about ethnic and geographic distinctions, framed as an informational request.
Question
0.90
hyhyhy4710
Mar 1, 2026
I thought he quit?
I thought he quit?
Seeks clarification about whether Trump has resigned from office.
Question
0.90
@p4tmchef
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)