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
Hey Transduey!\nFAFO……MoFo!
Hey Transduey!\nFAFO……MoFo!
Uses slang acronyms (FAFO, MoFo) in a joking, irreverent tone directed at the video creator.
Humor / Satire
0.85
@alanjohnson6238
Mar 4, 2025
Funny how he uses simple language for Donnie
Funny how he uses simple language for Donnie
Sarcastic observation about the speaker's communication style, using irony to critique how Trump is portrayed.
@merle1856
Mar 4, 2025
California is a blue state. Please come visit us, and make us one of your new provinces.
California is a blue state. Please come visit us, and make us one of your new provinces.
Uses ironic/joking tone suggesting California become a Canadian province, satirizing political divisions.
@United7093
Mar 4, 2025
Can you imagine Canadians & Americans meeting on a battlefield? It's like that scene in Braveheart, we start charging at each other screaming only to abruptly stop midway and greet each other and share a …
Can you imagine Canadians & Americans meeting on a battlefield? It's like that scene in Braveheart, we start charging at each other screaming only to abruptly stop midway and greet each other and share a laugh. We may have little control over it but we won't let politics & politicians pit us against each other.
Uses humorous, imaginative scenario to express cross-border solidarity and rejection of political division.
@williamdaniels9728
Mar 4, 2025
Maybe the USA should become a new Canadian province. Go Canada!
Maybe the USA should become a new Canadian province. Go Canada!
Ironic/joking suggestion that the USA should become a Canadian province, expressing preference for Canada through satire.
@brigham2250
Mar 4, 2025
ThEy ThReAteNeD tO TuRn OfF OuR PoWeR aNd BoOeD oUr AnThEm. Literally STFU you threatened to invade our country for our resources and got into bed with a dictator. God americunts are stupid
ThEy ThReAteNeD tO TuRn OfF OuR PoWeR aNd BoOeD oUr AnThEm. Literally STFU you threatened to invade our country for our resources and got into bed with a dictator. God americunts are stupid
Uses mocking text formatting and sarcasm to critique American actions while comparing US-Canada relations, employing ironic commentary.
@D00GNUKEM.
Mar 4, 2025
Oh no my Maple Syrup what will I ever do without it? ?
Oh no my Maple Syrup what will I ever do without it? ?
Uses sarcasm and mock concern about maple syrup to humorously dismiss or trivialize concerns about trade/policy impacts.
Humor / Satire
0.85
@SammyBsAdventure
Mar 4, 2025
Tabernac! Trump just made Trudeau look like Winston Churchill. ?
Tabernac! Trump just made Trudeau look like Winston Churchill. ?
Sarcastic comparison elevating Trudeau to Churchill status in contrast to Trump, using irony and French-Canadian expression.
@whatsgoingon71
Mar 4, 2025
Blame it on Drake! ???
Blame it on Drake! ???
Joking blame attribution to Drake with laughing emojis, clearly satirical commentary.
Humor / Satire
0.85
@mrtrill216
Mar 4, 2025
What Trump lying? No say it ain’t so I’m surprised. ?????
What Trump lying? No say it ain’t so I’m surprised. ?????
Uses sarcasm and ironic tone ('No say it ain't so') to mock Trump's dishonesty with exaggerated punctuation.
Humor / Satire
0.85
@grandmasterjayd1184
Mar 4, 2025
AMERICA - Leader of the Free World !!!! Oh, sorry. That is _SO_ 2024.
AMERICA - Leader of the Free World !!!! Oh, sorry. That is _SO_ 2024.
Ironic commentary on America's global leadership status, using sarcasm to critique the shift in American standing.
@user-bg4fd8qb2o
Mar 4, 2025
Is Trump aware that there is an other world around him other then the one that spines around his butthole?
Is Trump aware that there is an other world around him other then the one that spines around his butthole?
Crude sarcastic joke mocking Trump's intelligence and self-centeredness.
Humor / Satire
0.85
@dresedavid
Mar 4, 2025
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Uses crude humor and sarcasm to mock Canadian culture/products, dismissing Canadian bacon as a gimmick.
Humor / Satire
0.85
@timking8281
Mar 4, 2025
Have MAGA figured out yet they’re idiots?
Have MAGA figured out yet they’re idiots?
Rhetorical question using sarcasm to mock MAGA supporters as idiots, employing ironic commentary rather than substantive argument.
Humor / Satire
0.85
@andu896
Mar 4, 2025
Damn, did someone order fresh squeezed orange juice?
Damn, did someone order fresh squeezed orange juice?
Sarcastic joke using a visual metaphor (orange juice/orange-colored person) to mock a political figure.
Humor / Satire
0.85
@thelastvigil111
Mar 4, 2025
Trump play golf! He is busy.
Trump play golf! He is busy.
Sarcastic jab at Trump's work ethic, using ironic understatement to mock his priorities.
Humor / Satire
0.85
@manuelabigvava8235
Mar 4, 2025
Downloading WW3??♀️
Downloading WW3??♀️
Commenter uses sarcasm and emoji to make a joke about potential conflict escalation, employing dark humor.
Humor / Satire
0.85
@Cookie_BK
Mar 4, 2025
Trump is truly an idiot
Trump is truly an idiot
Brief dismissive insult presented in a casual, sarcastic tone rather than substantive critique.
Humor / Satire
0.85
@mdpryce82
Mar 4, 2025
Trump is dumbvas a facking rock.
Trump is dumbvas a facking rock.
Insulting comment using crude language and hyperbole ('dumb as a rock') presented as dismissive humor rather than substantive critique.
Humor / Satire
0.85
@lewisthelog3749
Mar 4, 2025
No America! This is not MAGA. This is MaRGA - Make Russia Great Again! Wake up
No America! This is not MAGA. This is MaRGA - Make Russia Great Again! Wake up
Uses sarcastic wordplay ('MaRGA' vs 'MAGA') to mock perceived Russian influence, combining satire with identity-based framing.
@sukam_deer9650
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)