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
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Humor / Satire
4,434 comments
Canada is a pimple on Americas backside and Trump has the acne cream
Canada is a pimple on Americas backside and Trump has the acne cream
Uses crude metaphorical humor to demean Canada relative to America, with insulting rather than substantive intent.
@CoreyArsenault-c8t
Mar 4, 2025
Barron Trump is the spitting image of his father, Justin Trudeau
Barron Trump is the spitting image of his father, Justin Trudeau
Uses absurdist humor by comparing Barron Trump to Justin Trudeau, likely mocking both figures through an outlandish physical comparison.
@TheBestDog
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
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
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
My Premier is right, it's a dumb thing to do BUT saying that Trump is intelligent is a loooong stretch lol
My Premier is right, it's a dumb thing to do BUT saying that Trump is intelligent is a loooong stretch lol
The comment uses sarcasm and humor ('looong stretch') to critique both the Premier's position and Trump's intelligence.
@p0lig0nQC
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
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
The USA should become Canada’s 11th province—by the people’s own free will! What a sharp and articulate President! That would be a total upgrade from Trump. ?
The USA should become Canada’s 11th province—by the people’s own free will! What a sharp and articulate President! That would be a total upgrade from Trump. ?
Employs ironic satire proposing US annexation to Canada while praising Canadian leadership as superior to Trump.
@ZeeZeeCat
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
We don't need Canadian alcohol, moonshiners activate!
We don't need Canadian alcohol, moonshiners activate!
Joking response about avoiding Canadian alcohol through illegal moonshiners, using sarcasm about trade tensions.
Humor / Satire
0.85
@SunRay629
Mar 4, 2025
Trudeau is quaking in his birks.???
Trudeau is quaking in his birks.???
Uses sarcastic/mocking tone about Trudeau's reaction, employing humor to critique rather than serious argument.
Humor / Satire
0.85
@Harry_Tick
Mar 4, 2025
Play Doe will fold like a lawn chair in a hurricane.
Play Doe will fold like a lawn chair in a hurricane.
Uses hyperbolic, sarcastic language ('fold like a lawn chair in a hurricane') to mock a political figure's weakness.
Humor / Satire
0.85
@WeThePeople138
Mar 4, 2025
It must really confuse MAGA to hear a leader speak clearly and eloquently.
It must really confuse MAGA to hear a leader speak clearly and eloquently.
Sarcastic jab at MAGA supporters using ironic contrast between Trump and another leader's eloquence.
@PsiNorm
Mar 4, 2025
Hey look at the Taylor Swift fan.
Hey look at the Taylor Swift fan.
Sarcastic jab at the video subject, using humor to mock or critique.
Humor / Satire
0.85
@djredshow
Mar 4, 2025
Jokes on Canada. The US doesn't make anything
Jokes on Canada. The US doesn't make anything
Sarcastic joke comparing US and Canadian manufacturing capacity with ironic tone.
@christophergolla775
Mar 4, 2025
I like how Trudeau markedly dropped to a preschool language level when talking to Trump. \nThen went right back up to middle school when talking to the citizens of Canada.
I like how Trudeau markedly dropped to a preschool language level when talking to Trump. \nThen went right back up to middle school when talking to the citizens of Canada.
Satirical observation about Trudeau's alleged code-switching in language complexity depending on audience, using ironic commentary.
Humor / Satire
0.85
@zwegertpeter8770
Mar 4, 2025
Trump made America the laughing stock of the world. Not Great again. He turned America into the crackhead cousin at the cookout.
Trump made America the laughing stock of the world. Not Great again. He turned America into the crackhead cousin at the cookout.
Uses humorous metaphor ('crackhead cousin') to satirically critique Trump's presidency and international reputation.
@monsterensemble351
Mar 4, 2025
Great job MAGA, fools
Great job MAGA, fools
Uses sarcasm ('Great job MAGA, fools') to mock Trump supporters and his policies.
Humor / Satire
0.85
@BirdSong_01
Mar 4, 2025
Canadians asked Trudeau to be tougher against the United States... And ho boy did he!
Canadians asked Trudeau to be tougher against the United States... And ho boy did he!
Sarcastic commentary using irony ('ho boy did he!') to critique Trudeau's approach to US relations.
@tucsonazul
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)