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
At least the majority did……???
At least the majority did……???
Seeks clarification or confirmation about a factual claim regarding electoral outcomes, though phrased ambiguously.
Question
0.65
@Horibonda
Mar 4, 2025
Thought that asshat resigned?
Thought that asshat resigned?
Seeks clarification about Trump's resignation status, with dismissive tone toward him.
@glennlavalle9807
Mar 5, 2025
You gonna go to mx?
You gonna go to mx?
Brief question asking if someone is going to Mexico, likely seeking clarification or making a rhetorical point about relocation.
Question
0.65
Bayareaglobz
Feb 23, 2026
Can you imagine the next world's leader warning Americans before the downfall?
Can you imagine the next world's leader warning Americans before the downfall?
Rhetorical question expressing concern about future political leadership and national decline.
@MysikiTV
Mar 4, 2025
How about the chinese
How about the chinese
Brief question about Chinese immigration, seeking clarification or raising the topic for discussion without clear argumentative stance.
Question
0.65
michaelmattson1081
Feb 10, 2026
It really doesn't need to be expensive.....
It really doesn't need to be expensive.....
Vague statement questioning cost/expense, appears to seek clarification or express doubt about a claim made in the video.
Question
0.65
Hallucitania
Dec 30, 2025
Google Ukraine bustification. Them tell me your for defendijg Ukraine
Google Ukraine bustification. Them tell me your for defendijg Ukraine
Appears to be a garbled question asking commenter to research Ukraine and justify their position, though unclear due to spelling errors.
Question
0.65
@TheWakow
Mar 4, 2025
do not appreciate u taking the solitary cash sponsorship
do not appreciate u taking the solitary cash sponsorship
Appears to be a brief complaint or question about sponsorship policy, though context is unclear; classified as information-seeking.
Question
0.65
satyamroy6734
Jan 28, 2026
Ehy would anyone still go there anyway??
Ehy would anyone still go there anyway??
Poses a rhetorical question expressing skepticism about US travel, implying underlying safety or policy concerns.
bullish7371
Dec 8, 2025
Lgbtq treadyou ?
Lgbtq treadyou ?
Fragmented question about LGBTQ policy, seeking clarification or information.
Question
0.65
@MAK2607
Mar 4, 2025
What a wimp. It's about fair trade... level the playing field. Play fair. And by the way... how much heroin can I legally have on me in Canada?
What a wimp. It's about fair trade... level the playing field. Play fair. And by the way... how much heroin can I legally have on me in Canada?
Combines criticism of trade policy fairness with a direct question about Canadian drug laws, with the question being the most explicit information-seeking element.
@randalltom9750
Mar 4, 2025
What are we even doing at this point?
What are we even doing at this point?
Vague rhetorical question expressing confusion or concern about the situation discussed, seeking clarification or expressing exasperation.
pdiddy-z8q
Feb 17, 2026
Iam from ?? which is lampst the same as ...?? ..flag ...I should be allowed into Canada.???
Iam from ?? which is lampst the same as ...?? ..flag ...I should be allowed into Canada.???
Unclear comment seeking information about immigration eligibility based on flag/country similarity, with identity assertion undertones.
@JTNYLI
Mar 4, 2025
N what you mean y'all Canadian dnt want to hurt us the United States citizens really are y'all threaten us
N what you mean y'all Canadian dnt want to hurt us the United States citizens really are y'all threaten us
Unclear phrasing makes this ambiguous, but appears to be asking about Canadian intentions toward the US while expressing threat/security concerns.
@jeffvillanueva6997
Mar 4, 2025
dont think trump cares....
dont think trump cares....
Expresses skepticism/doubt about whether a political actor will respond to concerns, functioning as a rhetorical question.
Question
0.65
@almcfly7407
Mar 4, 2025
CANADA -UKRAINE ?
CANADA -UKRAINE ?
Fragmented query juxtaposing Canada and Ukraine, seeking clarification or connection between the two topics.
Question
0.65
@maloudelosreyes661
Mar 4, 2025
The bike guy has any nazy ancestors by any chance
The bike guy has any nazy ancestors by any chance
Appears to be asking about someone's ancestry with a vague reference to 'nazi,' unclear intent but potentially seeking inflammatory information.
djidjo4484
Mar 1, 2026
It doesn’t make cents and it’s not common cents to understand the 25 per cent ?
It doesn’t make cents and it’s not common cents to understand the 25 per cent ?
Appears to be a confused or sarcastic question about a 25 percent figure, using wordplay ('cents'/'common sense'), seeking clarification or making a joke.
@rikkicargo786
Mar 4, 2025
Any chance he’ll use tonight to announce something about a financial reset since some of your folks have dollars now??
Any chance he’ll use tonight to announce something about a financial reset since some of your folks have dollars now??
Asks a question about potential announcements while alluding to an unsubstantiated claim about a 'financial reset' and currency changes.
@VacaysMom
Mar 4, 2025
Do u expose grôomers? When yes r u pedophobe?
Do u expose grôomers?
When yes r u pedophobe?
Asks whether the creator exposes groomers and uses terminology ('pedophobe') that appears to question the creator's stance, though the intent is unclear and may be off-topic spam.
samantha-smith116
Feb 15, 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)