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
Prime Minister, who formerly announced resignation because his country has lost confidence in him stands up and tries to act tough in news briefing. - Fixed that video title for you
Prime Minister, who formerly announced resignation because his country has lost confidence in him stands up and tries to act tough in news briefing. - Fixed that video title for you
Sarcastically rewrites the video title to mock the Prime Minister's credibility and leadership position.
@marktownsend7367
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
The Communist News Network
The Communist News Network
Uses sarcastic acronym 'Communist News Network' as a jab at CNN's perceived bias, employing ironic commentary.
@nopenottoday8490
Mar 4, 2025
Note how he took his language level down to elementary grade to speak to Donald?
Note how he took his language level down to elementary grade to speak to Donald?
Uses sarcastic commentary about the speaker's communication style, implying criticism through ironic observation.
@nursetinalouise
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
Hey bro, you're making way too much sense, and using big words. Our president is an insane idiot. You need to speak insane idiot to be heard.
Hey bro, you're making way too much sense, and using big words. Our president is an insane idiot. You need to speak insane idiot to be heard.
Uses ironic humor to mock the president's intelligence while sarcastically suggesting the speaker should dumb down their message.
@dennisvradenburg3241
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
Now this is Leadership and intelligence ?
Now this is Leadership and intelligence ?
Sarcastic rhetorical question questioning whether the speech demonstrates leadership and intelligence, implying the opposite.
Humor / Satire
0.80
@eileenbland4982
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
Maga people are dumb aha
Maga people are dumb aha
Dismissive joke characterizing MAGA supporters as unintelligent, using sarcasm and mockery as rhetorical device.
@olimpmarkcunanan
Mar 4, 2025
Invite Canada to join the EU, that would short circuit trump's brain
Invite Canada to join the EU, that would short circuit trump's brain
Satirical suggestion to invite Canada to join the EU as a humorous way to circumvent Trump's policies.
@mqqb
Mar 4, 2025
indian smuggle canadian into USA thats wild 😂
indian smuggle canadian into USA thats wild 😂
Joking about Indian smuggling operations and cross-border movement with laughing emoji, using ironic tone.
Dragon_Stones-99
Jan 27, 2026
Let's increase it 109x more!!!
Let's increase it 109x more!!!
Extreme exaggeration (109x increase) used sarcastically to mock or critique the immigration policy being discussed.
Humor / Satire
0.80
Skelch777
Dec 29, 2025
No one check this dudes hair before going on camera.. WTF
No one check this dudes hair before going on camera.. WTF
Sarcastic, dismissive comment about someone's appearance on camera, using humor to critique presentation rather than substance.
@billstmaxx
Mar 4, 2025
Oh no maple syrup gonna go from $3 to $4. Someone tell this guy we dont give a shit. Trump is just waiting to do business with your replacement Justin ey
Oh no maple syrup gonna go from $3 to $4. Someone tell this guy we dont give a shit. Trump is just waiting to do business with your replacement Justin ey
Uses sarcasm and dismissive humor about tariff impacts while mocking Trudeau and suggesting Trump will work with his replacement.
@william8541
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
Justin don't you mean irregular fentanyl?
Justin don't you mean irregular fentanyl?
Sarcastic wordplay suggesting the speaker misspoke or is being ironic about drug policy terminology.
Humor / Satire
0.80
@glenhodgetts6448
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
"im from poojab" that says alot
"im from poojab" that says alot
Mocking comment using phonetic spelling of 'Punjab' to ridicule someone's origin.
Hansaliii
Jan 27, 2026
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
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)