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
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
When did we say we are supporting Russia???
When did we say we are supporting Russia???
Commenter asks a clarifying question about who stated support for Russia, seeking information or challenging an assertion.
Question
0.90
@XUncleBossX
Mar 4, 2025
I thought folk wanted him out ?
I thought folk wanted him out ?
Seeks clarification or expresses confusion about contradictory public opinion regarding a political figure.
Question
0.90
@DawnSilverStone
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
First time prime minister is loved???
First time prime minister is loved???
Seeks clarification or information about whether a first-time prime minister is typically well-liked.
Question
0.90
@charles6206
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
So where would they go ?
So where would they go ?
A direct information-seeking question about the practical destination or outcome for the people discussed in the video.
Question
0.90
robertlanis4960
Apr 16, 2025
Is she still alive?
Is she still alive?
Simple factual question about a person's status, likely referring to someone mentioned in the video.
Question
0.90
@darooh9815
Mar 5, 2025
I thought he quit
I thought he quit
Seeks clarification about whether the PM has already resigned, expressing uncertainty about facts.
Question
0.90
@vicferreira5686
Mar 5, 2025
Thought this guy resigned?
Thought this guy resigned?
Seeks factual clarification about whether a political figure resigned.
Question
0.90
@heavenbound392
Mar 4, 2025
Hi Canadian friends! As an Italian used to live in a country ruled by many incapable politicians (truth is we stopped to have the most valuable ones between the second half of the 1970s and …
Hi Canadian friends! As an Italian used to live in a country ruled by many incapable politicians (truth is we stopped to have the most valuable ones between the second half of the 1970s and the first half of the 1980s) I have to say your prime minister Trudeau has always been seen like a good one from Europe and this speech is no exception. So, why will he soon leave his office? What' s there that we don' t know or understand?
Italian commenter seeks clarification about why Trudeau is leaving office despite European approval, comparing Canadian and Italian political contexts.
@federicaorazietti8339
Mar 5, 2025
hadn't Trudeau resigned? have they not found someone else?
hadn't Trudeau resigned? have they not found someone else?
Commenter asks factual questions about Trudeau's resignation status and leadership succession.
Question
0.90
@MG-iy1oh
Mar 4, 2025
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
Does this have more to do with Justin and Melania?
Does this have more to do with Justin and Melania?
Directly asks a clarifying question about the relationship between political figures and the video's subject matter.
Question
0.90
@barbarahooker5065
Mar 4, 2025
Wall Street journal is right leaning?
Wall Street journal is right leaning?
Direct information-seeking question about media bias and political orientation.
Question
0.90
@trevorstuart3950
Mar 4, 2025
Can US take tht impact ?
Can US take tht impact ?
A brief information-seeking question about the US's capacity to withstand economic impact.
Question
0.90
@emperorchung7570
Mar 5, 2025
Is Trump a Russian Spy
Is Trump a Russian Spy
Direct question seeking information or clarification about Trump's alleged ties to Russia.
Question
0.90
@aselafernando4288
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)