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
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
Why wait until Oct?
Why wait until Oct?
Simple clarification question seeking information about timing mentioned in the video.
Question
0.95
@WorkersUnited111
Feb 23, 2026
100% tarriff on tesla?
100% tarriff on tesla?
A direct factual question seeking clarification about tariff policy.
Question
0.95
@cheforyourpartyprivatehire9765
Mar 4, 2025
Just curious if you are born in Canada, do you get automatic citizenship?
Just curious if you are born in Canada, do you get automatic citizenship?
Direct information-seeking question about Canadian citizenship acquisition rules.
Question
0.95
lgee9027
Feb 23, 2026
whats trudeau going to do?
whats trudeau going to do?
Direct question seeking information about Trudeau's anticipated response or actions.
Question
0.95
@kmathew5712
Mar 4, 2025
Hello Joyce kindly share pathways for social workers
Hello Joyce kindly share pathways for social workers
Direct request for information about immigration pathways for social workers.
Question
0.95
@justusmushila5662
Mar 4, 2025
Can we see the list please?
Can we see the list please?
Simple information-seeking request for a list referenced in the video.
Question
0.95
@rajatsharma5453
Feb 21, 2026
Was this broadcast in full on Fox?
Was this broadcast in full on Fox?
Direct factual question about media coverage and broadcast details.
Question
0.95
@noname-sd5dt
Mar 4, 2025
Didn’t this guy resign?
Didn’t this guy resign?
Direct factual question seeking clarification about whether the person in the video has resigned.
Question
0.95
@Mr.P1983
Mar 4, 2025
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@thelastcowboy8654
Mar 4, 2025
wtf is he saying ?
wtf is he saying ?
Direct request for clarification about the video content's meaning.
Question
0.95
@wallxe9270
Mar 4, 2025
Is Punjab in India?
Is Punjab in India?
The commenter is asking a straightforward factual question about geography.
Question
0.95
Shonna2234
Feb 28, 2026
So, what happens after the referendum?
So, what happens after the referendum?
Seeks clarification about the consequences or outcomes of a proposed referendum.
Question
0.95
@rockshankar
Feb 20, 2026
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Explicitly framed as a question seeking information about Trump support in the commenter's community.
Question
0.95
@ccr6088
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
What specific actions by Canada would stop the tariffs?
What specific actions by Canada would stop the tariffs?
Direct information-seeking question about specific policy actions to resolve a trade dispute.
Question
0.95
@tdunn2
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
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
I thought that fentanyl is required for surgical general anesthesia?
I thought that fentanyl is required for surgical general anesthesia?
The commenter is asking a clarification question about fentanyl's role in surgical anesthesia, seeking information.
Question
0.95
@jsnthurst1
Mar 4, 2025
who is your ally
who is your ally
Simple information-seeking question about who is being referenced as an ally.
Question
0.95
@AlanSmith-t1i
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)