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
Humor / Satire
4,434 comments
Looks like USA needs more cards.
Looks like USA needs more cards.
Brief sarcastic comment comparing USA to a card game, implying the US needs more resources or leverage.
Humor / Satire
0.72
@zero2blur
Mar 4, 2025
????? A dumfuq elected by dumerfuqs ♨?+?
????? A dumfuq elected by dumerfuqs ♨?+?
Uses crude sarcasm and name-calling to mock voters and a political figure.
@DougguoD
Mar 4, 2025
He is really a great politician and president\n\nF Trump-Americans
He is really a great politician and president\n\nF Trump-Americans
Sarcastic praise of Trump followed by 'F Trump-Americans' suggests ironic commentary rather than genuine endorsement.
@Buzz_Mustermann
Mar 4, 2025
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
Uses joking tone to mock someone's political affiliation and work ethic, combining sarcasm with identity-based stereotyping.
framingmachine-qo8ro
Feb 17, 2026
Was he driving a fuckjng tuk tuk on the highway? Wtf
Was he driving a fuckjng tuk tuk on the highway? Wtf
Shocked reaction to the tuk tuk on highway scenario, mixing humor with genuine concern about safety/legality.
ashleyiyoupe6013
Feb 25, 2026
The guy on the bike is just cool😅😅😅It's obvious he has nothing to lose
The guy on the bike is just cool😅😅😅It's obvious he has nothing to lose
Dismissive, sarcastic comment about the controversial figure using emojis and ironic tone.
Humor / Satire
0.72
юрийкрисюк-ъ3л
Feb 22, 2026
I know this sound naïve, and somewhat rude but all I can keep hearing is he speak is Kendrick Lamar they not like us! \n\nI would love to see a open debate about this between …
I know this sound naïve, and somewhat rude but all I can keep hearing is he speak is Kendrick Lamar they not like us! \n\nI would love to see a open debate about this between all three countries included in North America .
Uses a Kendrick Lamar song reference humorously to comment on the situation, then calls for a trilateral debate.
@tunesbyshy
Mar 4, 2025
Takes a Dictator to Know one eh Turdeau
Takes a Dictator to Know one eh Turdeau
Sarcastic insult comparing Trudeau to a dictator using wordplay ('Turdeau'), with dismissive tone.
@3RDPM
Mar 4, 2025
Whom will be the FIRST politician to Take my Money and Donate it to somebody ELSE-- cause he is feeling VIRTUOUS ?
Whom will be the FIRST politician to Take my Money and Donate it to somebody ELSE-- cause he is feeling VIRTUOUS ?
Uses sarcastic rhetorical question to critique politicians' virtue-signaling on redistribution policies.
raefraser3586
Feb 26, 2026
FATIGUEEEE SAAAR
FATIGUEEEE SAAAR
The comment appears to be a meme-style joke or parody, using exaggerated accent/dialect mimicry for comedic effect.
Humor / Satire
0.72
BootLip
Jan 29, 2026
Guy with the bike is based.
Guy with the bike is based.
Uses internet slang ('based') to humorously endorse someone's behavior in the video without substantive engagement.
Humor / Satire
0.72
theonlyclapper
Jan 27, 2026
we got tyler the mexican
we got tyler the mexican
Brief joking reference to a person or character, likely mocking or playful commentary about the video or discussion.
khaledelhoushi8834
Jan 27, 2026
@0:24 😮 I was looking for a 💩 comment.😂😂..why do some of them feel the need to just squat an unload no matter where they're at 😂😂..goop scoop
@0:24 😮 I was looking for a 💩 comment.😂😂..why do some of them feel the need to just squat an unload no matter where they're at 😂😂..goop scoop
Uses crude humor and emojis to mock immigrant behavior; primarily comedic/satirical tone with underlying stereotyping.
OloRishaCreole504
Jan 27, 2026
I think im gonna puke drama boy
I think im gonna puke drama boy
Hyperbolic expression of disgust using exaggeration and sarcasm directed at the video subject or commenter.
@Gonnaworkonmytruck
Mar 4, 2025
Tired of winning yet
Tired of winning yet
Sarcastic reference to Trump's 'tired of winning' catchphrase, using irony to comment on the situation.
Humor / Satire
0.72
@anthonyjackson7210
Mar 4, 2025
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Sarcastic praise of Trudeau combined with dismissive name-calling of Trump; uses humor and exaggeration to critique political figures.
@pierreblattner4527
Mar 4, 2025
Wasn't aware India was that cold
Wasn't aware India was that cold
Appears to be sarcastic commentary about India's climate, using feigned ignorance as comedic device.
JoeNJ2
Mar 3, 2026
lets be evil axis ??????
lets be evil axis ??????
Cryptic satirical comment using emojis, likely mocking or making an ironic statement about geopolitical conflict.
Humor / Satire
0.72
@frankwhen284
Mar 4, 2025
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
Uses sarcasm and exaggerated insults to mock a population's political choices while asserting national embarrassment.
@staciekirkland3922
Mar 4, 2025
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
Uses ironic humor ('you know shit real when') to comment on ethnic concentration, with underlying identity-based observation.
seeker777
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)