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
W ur grandpa from???
W ur grandpa from???
Simple information-seeking question about the video subject's family background/origin.
Question
0.90
tajsumman5458
Jan 28, 2026
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the …
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the checks and balances?
A non-American seeking clarification about U.S. constitutional checks and balances, framed through comparison to their own country's system.
@adf123-j1f
Mar 4, 2025
I thought this guy resigned.
I thought this guy resigned.
Seeks clarification about the speaker's current political status.
Question
0.90
@johnathonwilliams5038
Mar 4, 2025
Who’s that lady next to Trudeau?
Who’s that lady next to Trudeau?
Direct information-seeking question about identity of a person in the video.
Question
0.90
@bemvey
Mar 4, 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
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
So there's fentanyl in Canada, any arrested or caught?
So there's fentanyl in Canada, any arrested or caught?
Direct information-seeking question about fentanyl arrests in Canada.
Question
0.90
@thirzoeodalboder2134
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
Fellow Puertorican here, when can apply to move?
Fellow Puertorican here, when can apply to move?
Direct information-seeking question about immigration eligibility and process.
Question
0.90
@alanaponte2234
Mar 4, 2025
why do u hate india
why do u hate india
Direct question asking why the creator hates India, seeking clarification or confrontation.
Question
0.90
KavKraft
Jan 27, 2026
Does Canada have an equivilant to ICE?
Does Canada have an equivilant to ICE?
Seeks factual information about Canadian immigration enforcement agencies by comparing to US ICE.
sweenie58
Feb 27, 2026
what other country gives health care for free beside canada for visiters
what other country gives health care for free beside canada for visiters
Seeks information by asking which countries provide free healthcare to visitors, comparing Canada to other nations.
ValWeins
Feb 26, 2026
Who's fault is that??
Who's fault is that??
A brief question seeking attribution of responsibility, likely referring to immigration policy outcomes discussed in the video.
Question
0.90
roger2539
Feb 25, 2026
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
Viewer seeks information about a specific video timestamp and topic for academic purposes.
@ElnathanMalachiNcube
Mar 4, 2025
why tf would you wanna go to america if your already in canada. insanity
why tf would you wanna go to america if your already in canada. insanity
Rhetorical question expressing confusion about migration decisions from Canada to the USA.
Question
0.90
GhostlyTekk
Jan 27, 2026
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
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
Canadian Punjabi are all Hindus? 🤔
Canadian Punjabi are all Hindus? 🤔
Direct question seeking clarification about religious identity of a specific ethnic group.
Question
0.90
CosmicUncle-xx4lu
Feb 17, 2026
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
Did he admit he entered a country illegally?
Did he admit he entered a country illegally?
Seeks clarification about whether someone admitted to illegal entry.
Question
0.90
JaySav912
Jan 27, 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)