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 am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Seeks clarification about historical facts presented in the video regarding European settlement origins.
Question
0.90
GleicianyMatias
Dec 5, 2025
He is making sense though re tariffs?
He is making sense though re tariffs?
Direct question seeking confirmation or clarification about Trudeau's position on tariffs.
Question
0.90
@reneeemigree9004
Mar 4, 2025
Is there someplace that shows the speech without CNN talking over and repeating Trudeau, and possibly translating the French portions?
Is there someplace that shows the speech without CNN talking over and repeating Trudeau, and possibly translating the French portions?
Requests information about where to find an uninterrupted version of the speech.
Question
0.90
@indigodarkwolf
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
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
Why Canadiens are worried about Americans?
Why Canadiens are worried about Americans?
Direct information-seeking question about Canadian concerns regarding Americans, formatted as an inquiry.
Question
0.90
@claudiuserban6164
Mar 4, 2025
How much will this referendum cost taxpayers?
How much will this referendum cost taxpayers?
Direct information-seeking question about the financial cost of a referendum to taxpayers.
@renatobarros729
Feb 21, 2026
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
Genuine information-seeking question about the meaning of 'assimilation' in Canadian context.
Question
0.90
heartman2013
Oct 6, 2025
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Direct information-seeking question about legal mechanisms for deportation of non-citizens.
Question
0.90
jordanb8909
Oct 15, 2025
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
Seeks specific data/figures on tax compliance and employment rates among immigrants, framed as information-seeking.
sonnyshap
Oct 6, 2025
cnn, Canadian News Network?
cnn, Canadian News Network?
Seeks clarification about what CNN stands for in this context.
Question
0.90
@flyingwyoming5184
Mar 4, 2025
I thought this bozo stepped down!?
I thought this bozo stepped down!?
Comment poses a clarification question about whether Trudeau has stepped down, seeking factual information.
Question
0.90
@sanrafaelarcangel4394
Mar 4, 2025
Didn't Turdeau step down?
Didn't Turdeau step down?
A straightforward factual question about whether Trudeau has stepped down.
Question
0.90
@McFoofinator4
Mar 4, 2025
Let's see what Donald's next move will be.
Let's see what Donald's next move will be.
Seeks information about Trump's anticipated next action, framed as an open-ended inquiry.
Question
0.90
@TargetedInChicago
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
I thought he resigned already... how many days are left for him in the office? ?
I thought he resigned already... how many days are left for him in the office? ?
Information-seeking question about a political figure's tenure and resignation status.
Question
0.90
@nicksharma9520
Mar 4, 2025
What the hell is going on ???
What the hell is going on ???
Expresses confusion and seeks clarification about current events.
Question
0.90
@meliodasking696
Mar 4, 2025
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
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)