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
Thought these were reciprocal tariffs, whats going on?
Thought these were reciprocal tariffs, whats going on?
Seeks clarification about the nature and mechanics of the tariffs being discussed.
Question
0.90
@justinmckibben4534
Mar 4, 2025
To the good people of Canada: \n\nI wonder how much revenue is generated by Canadian Tourism to Las Vegas annually?
To the good people of Canada: \n\nI wonder how much revenue is generated by Canadian Tourism to Las Vegas annually?
Poses an information-seeking question about Canadian tourism revenue to Las Vegas.
Question
0.90
@Justluv2024
Mar 4, 2025
The redemption of Trudeau? Yes or no.
The redemption of Trudeau? Yes or no.
Direct yes-or-no question seeking others' opinions on Trudeau's redemption.
Question
0.90
@OCDGamer
Mar 5, 2025
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
Information-seeking question about historical Canadian tariffs and trade policy, seeking clarification on context.
@goombafreak
Mar 4, 2025
He hasn't seen his latest speech??
He hasn't seen his latest speech??
Direct question seeking clarification about whether the subject has viewed a recent speech.
Question
0.90
@DingDong-ly5cj
Mar 4, 2025
Did he say we just started better security yesterday?
Did he say we just started better security yesterday?
Seeks clarification about a specific statement made in the video regarding security measures.
Question
0.90
@stevesalisbury3657
Mar 4, 2025
Is this my sign to move to Canada?
Is this my sign to move to Canada?
Information-seeking question about whether Canada's policies are attractive enough to prompt immigration.
@danman_ls
Mar 4, 2025
Ask him what we have to pay Canada for tariffs? ?
Ask him what we have to pay Canada for tariffs? ?
A direct information-seeking question about tariff costs, requesting clarification on economic policy details.
Question
0.90
@tattooedteddy
Mar 4, 2025
How the heck did this guy ever became president!
How the heck did this guy ever became president!
Rhetorical question expressing confusion or criticism about how Trump became president, seeking clarification or expressing disbelief.
Question
0.90
@NewCreationDermatologyClinic
Mar 4, 2025
Did the MAGA networks show this?
Did the MAGA networks show this?
Asks whether mainstream media covered the speech, seeking information about media coverage.
@ricknfred1025
Mar 4, 2025
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers …
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers essential medical services, but some supplemental benefits will require co-payments starting May 1, 2026"
Provides factual information about the Interim Federal Health Program in a neutral, informational tone typical of clarification or educational content.
Question
0.90
bc5001
Feb 17, 2026
He made this speech before Zelenskyy apologized didn't he?
He made this speech before Zelenskyy apologized didn't he?
Factual clarification question about the chronological sequence of events mentioned in the video.
Question
0.90
@kaceyilliot1669
Mar 4, 2025
I dont know why canada is dragging Russia here ??
I dont know why canada is dragging Russia here ??
Expresses confusion and seeks clarification about why Russia is mentioned in the video's context.
Question
0.90
@bikashpahari5264
Mar 4, 2025
Why is Justin still here?
Why is Justin still here?
Simple interrogative seeking information or expressing rhetorical questioning about Canadian leadership.
Question
0.90
@binkysteaver9880
Mar 4, 2025
So it’s an invasion because they entered illegally or legal ?
So it’s an invasion because they entered illegally or legal ?
Seeks clarification about the definition or criteria for characterizing immigration as an 'invasion.'
Question
0.90
derrickozoemelam5058
Feb 17, 2026
8 years? What is he talking about?
8 years? What is he talking about?
Seeks clarification about a specific claim made in the video regarding an eight-year timeframe.
Question
0.90
@MarkHancock-s8k
Mar 4, 2025
Is this realy what the majority of us citizens want?
Is this realy what the majority of us citizens want?
Seeks information about whether the majority of US citizens support Trump's actions.
Question
0.90
@markus4580
Mar 4, 2025
Is this the governor of canada?
Is this the governor of canada?
Direct factual question about the identity/role of the person in the video.
Question
0.90
@MV-mj6vt
Mar 4, 2025
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
Plwaze tell me this AI
Plwaze tell me this AI
A direct request for information or clarification about AI, seeking explanation or details.
Question
0.90
@bboyleo2003
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)