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
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Information-seeking request for PDF link or summary of video content for accessibility purposes.
SoulBackend
Sep 14, 2025
Who is here in india
Who is here in india
Direct question asking who among viewers is located in India, seeking audience information.
Question
0.90
sumeraanjuman7413
Sep 9, 2025
Why is Trump doing this?!?!
Why is Trump doing this?!?!
Direct information-seeking question about Trump's motivations for trade actions.
Question
0.90
@Susanates-sz5te
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
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe removing the wage subsidies? Is canada even in a financial position to be subsidizing wages? I don’t know if that would help….. just a thought.
Poses exploratory questions about hiring practices, wage subsidies, and government fiscal capacity regarding immigration employment impacts.
kelly.trinidad
Aug 29, 2025
How many MAGA supporters support the tariff that Don kicked in?
How many MAGA supporters support the tariff that Don kicked in?
Direct question seeking information about MAGA supporter positions on tariffs.
Question
0.90
@MichaelTseng-bl8zd
Mar 4, 2025
Isn't trumps tariffs just matching canadas ?
Isn't trumps tariffs just matching canadas ?
Seeks clarification or information about whether Trump's tariffs are reciprocal to Canada's existing tariffs.
Question
0.90
@yaakovbelfer1698
Mar 4, 2025
Carney and liberals don’t know this ?
Carney and liberals don’t know this ?
Rhetorical question questioning whether Carney and liberals are aware of the issues, seeking clarification or expressing doubt.
Question
0.90
ajaygupta9551
Aug 27, 2025
Why mass immigration is from one country
Why mass immigration is from one country
Seeks information about the geographic origin patterns of mass immigration to Canada.
Question
0.90
maxsnyder7731
Aug 26, 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
51st state?
51st state?
Single-word question seeking clarification or expressing concern about annexation rhetoric.
Question
0.90
@davidchoi42582
Mar 4, 2025
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
Voted Liberal ?
Voted Liberal ?
Brief question asking about voting behavior, seeking information or making a rhetorical point about political affiliation.
Question
0.90
rutht4015
Aug 25, 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
If i memorize all this questions the test can i pass?
If i memorize all this questions the test can i pass?
Seeks clarification about whether memorizing video content is sufficient for passing a test.
Question
0.90
Imayberandombc
May 14, 2025
So what the problem?
So what the problem?
Direct question seeking clarification or information about the issue being discussed.
Question
0.90
@glennlee-y6w
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
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
Now he wanna talk to Trump?
Now he wanna talk to Trump?
A brief interrogative seeking clarification or expressing surprise about Trudeau's willingness to engage with Trump.
Question
0.90
@Jaguar-lr7jq
Mar 5, 2025
I thought he quit.
I thought he quit.
Simple information-seeking question about whether someone left office.
Question
0.90
@Marta-e2g
Mar 5, 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)