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
Uuuh the canadians got mad?\nIf i were Trump I would be running to the south pole with the penguins. He will have not american continent to run away to.
Uuuh the canadians got mad?\nIf i were Trump I would be running to the south pole with the penguins. He will have not american continent to run away to.
Satirical joke about Trump fleeing to the South Pole to escape Canadian retaliation, using absurdist humor.
Humor / Satire
0.85
@cloudsofsunset7323
Mar 4, 2025
Trump: One who bullying is weak. Did he mean himself?
Trump: One who bullying is weak. Did he mean himself?
Ironic, sarcastic jab at Trump using his own rhetoric against him in a mocking tone.
Humor / Satire
0.85
@ombotak2
Mar 4, 2025
The only thing Trudeau got wrong was calling Trump smart, I mean come on, that should have been a doozy!
The only thing Trudeau got wrong was calling Trump smart, I mean come on, that should have been a doozy!
Sarcastic, joking criticism of Trudeau's diplomatic characterization of Trump as intelligent.
Humor / Satire
0.85
@zacsayer1818
Mar 4, 2025
Hey Canada you want to trade Justin Trudeau for two Trump and Vance hell we will even throw in Elon Musk. No how about Trump administration as well. Want do you say? Please take them …
Hey Canada you want to trade Justin Trudeau for two Trump and Vance hell we will even throw in Elon Musk. No how about Trump administration as well. Want do you say? Please take them all!
Uses joking tone to satirically offer a trade of American political figures to Canada, mocking U.S. leadership.
@north335
Mar 4, 2025
Maybe Trump could get Melania to translate in another language for him in his public speeches - maybe French, Italian or even Spanish so the rest of our adversaries citizens can understand what he’s saying. …
Maybe Trump could get Melania to translate in another language for him in his public speeches - maybe French, Italian or even Spanish so the rest of our adversaries citizens can understand what he’s saying. ?
Uses sarcastic suggestion about Melania translating Trump's speeches to mock his communication and intelligence.
Humor / Satire
0.85
@lisawisman5304
Mar 4, 2025
I'm a space alien from another planet. I stand sometimes even defying gravity with Canada!
I'm a space alien from another planet. I stand sometimes even defying gravity with Canada!
Absurdist joke claiming alien identity while expressing solidarity with Canada; clearly satirical and non-serious.
Humor / Satire
0.85
@jameswarhol442
Mar 4, 2025
Trump is just determined to make his MAGA hats more expensive! Can't even manufacture them in the US..... Now take a minute and please bow your head and remember when the USA was a great …
Trump is just determined to make his MAGA hats more expensive! Can't even manufacture them in the US..... Now take a minute and please bow your head and remember when the USA was a great country!
Uses ironic commentary and sarcasm to critique Trump's policies and manufacturing practices.
Humor / Satire
0.85
@NickHampson-j8f
Mar 4, 2025
@7:05:: He's using small words. Probably the best way to get through to the orange man,,, I'm not saying the orange man is dumb, but he is pretty damned stupid. A for effort... Let's see …
@7:05:: He's using small words. Probably the best way to get through to the orange man,,, I'm not saying the orange man is dumb, but he is pretty damned stupid. A for effort... Let's see if it actually takes... Sadly, I doubt it...
Sarcastic commentary on Trump's intelligence using humor while critiquing the speaker's communication strategy.
@philstuf
Mar 4, 2025
Breaking news trump said he'll cease and desist if drake stops rapping. ? on a serious note we haven't had a president utter a coherent thought in so long that this is odd smh
Breaking news trump said he'll cease and desist if drake stops rapping. ? on a serious note we haven't had a president utter a coherent thought in so long that this is odd smh
Uses joke format (Drake reference) followed by sarcastic commentary on presidential coherence.
@JayMatthews-iv8ek
Mar 4, 2025
Trump, SMART GUY?.HUMMM REALLY.... SMH OK IF U SAY SO
Trump, SMART GUY?.HUMMM REALLY.... SMH OK IF U SAY SO
Uses sarcasm and dismissive tone ('HUMMM REALLY.... SMH') to mock the characterization of Trump as smart.
Humor / Satire
0.85
@dr.phillips2008
Mar 4, 2025
Gentle parenting the “leader of the free world” ?
Gentle parenting the “leader of the free world” ?
Sarcastic critique using the parenting metaphor to mock Trump's leadership style and demeanor.
Humor / Satire
0.85
@jossnoss
Mar 4, 2025
what a cupcake. haha
what a cupcake. haha
Dismissive joke using 'cupcake' as a pejorative, employing sarcasm to mock someone.
Humor / Satire
0.85
@claytonlamyuen9608
Mar 4, 2025
For those who voted for Trump, FAFO.
For those who voted for Trump, FAFO.
Uses sarcastic acronym 'FAFO' (Find Out For Yourself) as ironic commentary on Trump voters, blending satire with implicit call to face consequences.
@educatingfool216
Mar 4, 2025
Make America clown again Ep.2
Make America clown again Ep.2
Sarcastic joke playing on 'Make America Great Again' slogan to mock US leadership.
Humor / Satire
0.85
@Katsumi-Mx
Mar 4, 2025
America is Trumps next business bankruptcy.
America is Trumps next business bankruptcy.
Uses sarcastic comparison of America to Trump's business bankruptcies as ironic commentary on his presidency.
@soniafarooq
Mar 4, 2025
Mind if we become a Canadian Province? Sounds like a much better thing for the world, than what Trump proposed.
Mind if we become a Canadian Province? Sounds like a much better thing for the world, than what Trump proposed.
Uses humorous suggestion of American annexation to Canada as satirical critique of Trump's policies.
@morehorsepower
Mar 4, 2025
Can we have Trudeau replace the orange dummy that we have in the White House? Just a wish!
Can we have Trudeau replace the orange dummy that we have in the White House? Just a wish!
The comment uses sarcastic humor ('Just a wish!') to mock both Trudeau and Trump through a joking comparison between Canadian and US leadership.
@VIDANG-r3f
Mar 4, 2025
1812 was the last time Canada was this mad at America.
1812 was the last time Canada was this mad at America.
Uses historical reference to 1812 war humorously to characterize current Canadian-American tensions.
@asmeroe764
Mar 4, 2025
Governor Trudeau?
Governor Trudeau?
A sarcastic jab questioning Trudeau's authority level, using the incorrect title 'Governor' as ironic commentary.
@jose198256
Mar 4, 2025
Those words are too big Donny diaper ?
Those words are too big Donny diaper ?
Sarcastic jab at a political figure using mocking language and a derogatory nickname, employing humor to critique.
@StelznerMemorialServices
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)