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
Im ?? & have ?? relatives--I never voted for Trump, both Canada & U.S. need to pollute significatly less there was slug in Canada on beach horse ran into died instantly while rider had to …
Im ?? & have ?? relatives--I never voted for Trump, both Canada & U.S. need to pollute significatly less there was slug in Canada on beach horse ran into died instantly while rider had to jump to safty--Is he talking about natural ferdalizers or chemical fertalizers cuz chemicals are bad for plants
Combines personal background with environmental concerns and seeks clarification about fertilizer types discussed.
@jasminefrichtl806
Mar 4, 2025
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
Pls depot 😢
Pls depot 😢
Brief request for deportation action, unclear context but appears to be a plea or question.
Question
0.65
kiteknight23
Jan 27, 2026
¿It is New York? ICE is living there, SOS.
¿It is New York? ICE is living there, SOS.
A brief query about video location with an apparent distress signal, seeking clarification.
Kfeconfe
Feb 9, 2026
Lgbtq treadyou ?
Lgbtq treadyou ?
Fragmented question about LGBTQ policy, seeking clarification or information.
Question
0.65
@MAK2607
Mar 4, 2025
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
Thought that asshat resigned?
Thought that asshat resigned?
Seeks clarification about Trump's resignation status, with dismissive tone toward him.
@glennlavalle9807
Mar 5, 2025
That's business. This is not sleepy job to take advantage ?.
That's business. This is not sleepy job to take advantage ?.
Appears to be a clarifying question about whether something is business-related or an opportunity for exploitation, though phrasing is unclear.
Question
0.65
@bienvenundjoumatchie7405
Mar 4, 2025
That trafickers has punjabi name but why they speaking haryanvi and hindi
That trafickers has punjabi name but why they speaking haryanvi and hindi
Seeks clarification about linguistic/ethnic inconsistencies in a video subject, phrased as an information-seeking question.
Question
0.65
Sukhnoorsingh-k3s
Jan 27, 2026
That is still a lot
That is still a lot
Vague statement expressing skepticism about immigration numbers, functioning as an implicit question about the scale.
Question
0.65
russellake6818
Apr 15, 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 the fuck mean invasion
What the fuck mean invasion
Seeks clarification on terminology ('invasion'), though phrased informally and potentially rhetorical.
Question
0.65
DinoPlay-mini
Jan 27, 2026
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
Dude you screwed your people over and the trucker's especially with all the environmental cr#*p and your not a leader you need to step down and respect TRUMP.
Dude you screwed your people over and the trucker's especially with all the environmental cr#*p and your not a leader you need to step down and respect TRUMP.
Expresses uncertainty about factual reality and seeks clarity on what is happening in the country.
@CALICOAST805fishermanlopez76
Mar 4, 2025
Umm that’s still a lot.
Umm that’s still a lot.
Brief skeptical response questioning the significance of a statistic presented in the video.
Question
0.65
argeldelacruz9545
Jan 5, 2026
There is a bad angle to this
There is a bad angle to this
Vague statement suggesting disagreement or requesting clarification about the video's framing, though lacks specificity.
Question
0.65
adamluce1901
Jan 27, 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
I thought this clown resigned
I thought this clown resigned
Expresses confusion or seeks clarification about a political figure's status, though phrased dismissively.
@heycouper629
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
We can see who is begging from Us people ?
We can see who is begging from Us people ?
Unclear phrasing but appears to be a critical question about who is 'begging' from US people, with identity/us-vs-them undertones.
@QuetaVssee
Mar 4, 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)