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
How to destroy your country in two months? Ask D.Trump.
How to destroy your country in two months? Ask D.Trump.
Sarcastic rhetorical question framing Trump's actions as destructive to Canada, using ironic humor to express serious concern.
@UnusSedLeo-w5l
Mar 4, 2025
These world leaders are mad that they can't take advantage of America anymore. It's funny.
These world leaders are mad that they can't take advantage of America anymore. It's funny.
Uses ironic humor to mock world leaders' frustration with US policy, framing their concerns as self-interested.
@daspace1206
Mar 4, 2025
Things are really bad if Trudeau is making sense
Things are really bad if Trudeau is making sense
Uses ironic humor by suggesting that if Trudeau is making sense, the situation must be dire.
Humor / Satire
0.80
@GenikaXVI
Mar 4, 2025
America. Sigggghhhh
America. Sigggghhhh
Sarcastic exasperation about America expressed through elongated sigh, likely ironic commentary.
Humor / Satire
0.80
@realilty
Mar 4, 2025
Foil the knuckels and clear the benches. Its time to get at it! ????
Foil the knuckels and clear the benches. Its time to get at it! ????
Hockey-themed metaphorical language ('foil the knuckles,' 'clear the benches') used humorously to suggest confrontation.
Humor / Satire
0.80
@Jubes83
Mar 4, 2025
Maybe The US should become Canada's second state
Maybe The US should become Canada's second state
Satirical reversal suggesting US become Canada's state, using ironic humor to critique American politics.
@TheWorldDivided
Mar 4, 2025
??Turdo calling Trump a dictator ??
??Turdo calling Trump a dictator ??
Uses sarcasm and ironic questioning (double question marks) to mock a political leader's characterization of another leader.
@Mark-zz9rt
Mar 4, 2025
Sorry , we are not afraid of our president. But we have a King now . That we are afraid of
Sorry , we are not afraid of our president. But we have a King now . That we are afraid of
Uses ironic wordplay comparing fear of a president versus a monarch, employing sarcasm to critique Canadian political leadership.
@NITER1DER
Mar 4, 2025
JD Vance yells at Zelenskyy and says, ‘ PWEASE SAY THANK YOU TO AMERICA ‘ and yet they didn’t do that much to defend Ukraine against Russia lol
JD Vance yells at Zelenskyy and says, ‘ PWEASE SAY THANK YOU TO AMERICA ‘ and yet they didn’t do that much to defend Ukraine against Russia lol
Uses mocking tone and exaggerated capitalization to satirize American entitlement while critiquing insufficient Ukraine support.
@salvajito23
Mar 4, 2025
Let’s trade. All dems move to Canada and all conservatives move to USA. Trade war settled !!
Let’s trade. All dems move to Canada and all conservatives move to USA. Trade war settled !!
Sarcastic proposal to resolve political divisions through population swaps, using ironic framing.
@GuadaneroAT
Mar 4, 2025
Trudeau is a tool . Total jack wagon.
Trudeau is a tool . Total jack wagon.
Uses insulting slang ('tool', 'jack wagon') in a dismissive, sarcastic manner without substantive argument; primarily name-calling for effect.
Humor / Satire
0.80
@traviseckard5250
Mar 4, 2025
He made one mistake. Trump is not smart at all. They don't come much dumber.
He made one mistake. Trump is not smart at all. They don't come much dumber.
Uses sarcasm and exaggeration to mock Trump's intelligence in a dismissive, comedic manner.
Humor / Satire
0.80
@Steven-ff4wl
Mar 4, 2025
Donald , Donald, Donald!, you dumb silly man
Donald , Donald, Donald!, you dumb silly man
Dismissive name-calling with repetition ('Donald, Donald, Donald') used for comedic/sarcastic effect rather than substantive critique.
Humor / Satire
0.80
@berylweaver9339
Mar 4, 2025
Trudeau makes the US regime look like trailer trash, with apologies to anyone who lives in a trailer.
Trudeau makes the US regime look like trailer trash, with apologies to anyone who lives in a trailer.
Sarcastic comparison elevating Trudeau/Canada over the US, using exaggerated language and ironic humor to make a political point.
@androo4519
Mar 4, 2025
His only mistake was saying Trump is smart lolll i support Canada
His only mistake was saying Trump is smart lolll i support Canada
Uses sarcasm ('lolll') to mock Trump's intelligence while expressing support for Canada.
@anne-mareeosborne8718
Mar 4, 2025
Thank god I was just about to have another meltdown in my car and record it but thankfully I have some Canadian nuts to hold now…close one
Thank god I was just about to have another meltdown in my car and record it but thankfully I have some Canadian nuts to hold now…close one
Self-deprecating joke about emotional distress averted by eating Canadian nuts, using absurdist humor.
Humor / Satire
0.80
@dub2459
Mar 4, 2025
Did Trump not watch the Star Wars Prequels? He’s acting like the Trade Federation starting a trade war, with strings being pulled in the shadows by Palpatine. He thinks he’s Palpatine but that’s Putin. And …
Did Trump not watch the Star Wars Prequels? He’s acting like the Trade Federation starting a trade war, with strings being pulled in the shadows by Palpatine. He thinks he’s Palpatine but that’s Putin. And when Palpatine dismantled the Republic and inserted the Empire, what happened to the Trade Federation? And if the ridiculousness of this comment gets you, then you should think these tariffs are ridiculous because it’s the same damn thing.
Uses Star Wars analogy and satirical comparison to critique Trump's trade policies through extended metaphor.
@gracielaguardado9426
Mar 4, 2025
Could Canada go ahead and adopt California as a province? I'll move there immediately then. Maga and trump always shit talk California anyway, there's no love lost there ? please California LET'S DO THIS!
Could Canada go ahead and adopt California as a province? I'll move there immediately then. Maga and trump always shit talk California anyway, there's no love lost there ? please California LET'S DO THIS!
Satirical proposal for California to join Canada, using humor to express political frustration and desire to relocate.
@DonnaC-w1f
Mar 4, 2025
Can we punch Trump please??
Can we punch Trump please??
Hyperbolic, sarcastic statement expressing frustration with Trump through absurdist humor rather than serious advocacy.
@LeaveThePhilippines
Mar 4, 2025
Trump: I am sick of China´s expansionism...\nAlso trump: turn his back to his allies... to his neighboors!
Trump: I am sick of China´s expansionism...\nAlso trump: turn his back to his allies... to his neighboors!
Uses ironic juxtaposition and sarcasm to critique Trump's contradictory foreign policy positions.
@esquerioto
Mar 4, 2025
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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)