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
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Seeks clarification about whether tariffs violate trade agreements, framed as an information-seeking question.
@mylenegosselin2783
Mar 4, 2025
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
Seeks clarification about the economic logic of tariff policies through questioning.
Question
0.90
@drfostermusic
Mar 4, 2025
97% drop in seizures ? So you’re seizing less now ? How does that make sense
97% drop in seizures ? So you’re seizing less now ? How does that make sense
Clarification question challenging the logic of a statistic mentioned in the video.
Question
0.90
@IEA_455
Mar 4, 2025
“Fentanyl Czar” how do you get that title
“Fentanyl Czar” how do you get that title
Asks a clarifying question about how someone acquired a specific title or position.
Question
0.90
@ryanmichael7229
Mar 4, 2025
Why would people vote 4 trump
Why would people vote 4 trump
Direct information-seeking question expressing confusion about voter behavior and motivations.
Question
0.90
@Thomasrod805
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
AMERICAN PEOPLE WITH CANADIAN ??
AMERICAN PEOPLE WITH CANADIAN ??
A brief, unclear question about American people and Canadian identity, seeking clarification or expressing confusion.
Question
0.90
@nbayoungboy8529
Mar 4, 2025
Denmark ??here????
Denmark ??here????
Brief information-seeking question about Denmark's relevance to the discussion.
Question
0.90
@gittejonny
Mar 4, 2025
Who's the most ??? Trudeau or Trump?
Who's the most ??? Trudeau or Trump?
Poses a comparative question asking which political figure is worse, seeking others' opinions.
Question
0.90
@dimadima-x9f
Mar 4, 2025
Can Trump loose face?
Can Trump loose face?
Direct question posed about Trump's ability to lose face, seeking clarification or response.
Question
0.90
@michaelhedegaard7846
Mar 4, 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
I thought he quit
I thought he quit
Seeks clarification or information about whether someone resigned or left office.
Question
0.90
@BrokeWristEntertainmentTV
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 in January.
I thought he resigned in January.
Seeks factual clarification about a political figure's resignation status.
Question
0.89
@Jenlovescoasters
Mar 5, 2025
My question is, do we have a dictatorship in the USA? \nWHERE IS THE CONGRESS and HOUSE OF REPRESENTATIVES??\nMy other question is does Canada have 25% Tarrifs on USA goods? Just the facts please, no …
My question is, do we have a dictatorship in the USA? \nWHERE IS THE CONGRESS and HOUSE OF REPRESENTATIVES??\nMy other question is does Canada have 25% Tarrifs on USA goods? Just the facts please, no political speeches. If Canada has 25% tarrifs then Canada started the trade wars, not USA...
Primarily seeks factual information about tariff rates and government structures, with implicit policy critique embedded in the questions.
@recyclespinning9839
Mar 4, 2025
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Seeks clarification on asylum policy inconsistencies, questioning why international students would delay asylum claims.
EliteClass-o8q
Feb 28, 2026
Fentanyl has to get into Canada before it can cross our border. Which border is he talking about, entry or exit?
Fentanyl has to get into Canada before it can cross our border. Which border is he talking about, entry or exit?
Poses a clarifying question about border logistics and drug trafficking direction, seeking information.
Question
0.88
@robertbusso6859
Mar 4, 2025
Why politicians let this happen? 🤷
Why politicians let this happen? 🤷
Seeks explanation for political decision-making regarding immigration through a rhetorical question.
JohnnyPreston6699
Jan 27, 2026
why would go into canada to get into the us???
why would go into canada to get into the us???
Asks a clarifying question about immigration routing logic, seeking information or expressing confusion.
Question
0.88
evboy3752
Mar 3, 2026
My question is, if random YouTubers can those trafficking bums then why can't police?
My question is, if random YouTubers can those trafficking bums then why can't police?
Poses a direct question comparing YouTuber capabilities to police effectiveness, seeking clarification or information.
Question
0.88
SampradaaMantra
Jan 29, 2026
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)