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
Trump single handedly saved Trudeau’s career
Trump single handedly saved Trudeau’s career
Ironic or sarcastic claim that Trump inadvertently benefited Trudeau politically.
Humor / Satire
0.80
@Franzlio
Mar 5, 2025
American here... Canada can I come live with you? I promise I didn't vote for this crap!
American here... Canada can I come live with you? I promise I didn't vote for this crap!
Humorous request to immigrate to Canada with self-deprecating disclaimer about voting record.
@olympicgoddess6828
Mar 5, 2025
It's Michael Moore comedy all the way down. Don't forget huh! Canada has the CN Tower!
It's Michael Moore comedy all the way down. Don't forget huh! Canada has the CN Tower!
Sarcastic commentary comparing the speech to Michael Moore comedy and making a joking reference to the CN Tower.
@CheesecakeJohnson-g7q
Mar 5, 2025
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
Uses sarcasm and humor to express disbelief at Trump's re-election, with a joking reference to Elon Musk and associates.
@Skunkworks66
Mar 5, 2025
Canada if you want you can join EU :) greetings from Germany
Canada if you want you can join EU :) greetings from Germany
Jokingly suggests Canada join the EU as an alternative alliance, using sarcasm to comment on Canada's geopolitical situation.
@DerJoJoKanal
Mar 5, 2025
Justin was on point until he said Trump was smart lol
Justin was on point until he said Trump was smart lol
Humorous critique of Trudeau's statement about Trump being smart, using 'lol' to signal ironic commentary.
@PrimateEnrichment
Mar 4, 2025
I think he dumbed it down, did not use big words so that he could understand ?
I think he dumbed it down, did not use big words so that he could understand ?
Uses sarcastic/mocking tone suggesting someone was spoken to in overly simple language.
Humor / Satire
0.80
@riyalmasla
Mar 5, 2025
Wiping the drugs from the face of the earth? But who will wipe it out from your face??
Wiping the drugs from the face of the earth? But who will wipe it out from your face??
Uses sarcastic rhetorical question to mock the speaker's stated goal of eliminating drugs.
Humor / Satire
0.80
@ultimate_power_a1
Mar 5, 2025
I like when he said, “Now let me talk to one American, Donald”
I like when he said, “Now let me talk to one American, Donald”
Humorous observation about a specific moment in the video, using ironic commentary on the interaction.
Humor / Satire
0.80
@Crypto4UwithJohn
Mar 4, 2025
Okay that's it I'm packing,heading over Trudeau see you soon??????????
Okay that's it I'm packing,heading over Trudeau see you soon??????????
Joking comment about moving to Canada in response to political situation, using exaggerated tone and excessive punctuation for comedic effect.
@jewelsetheart6298
Mar 4, 2025
DUMBNALD TRUMP
DUMBNALD TRUMP
Insulting wordplay on Trump's name used as humorous criticism.
Humor / Satire
0.80
@IMGFinancialLiteracy
Mar 4, 2025
Well I guess the price of syrup is going up. ?
Well I guess the price of syrup is going up. ?
Makes a joking reference to economic consequences (syrup prices) of trade tensions with the US.
@Bob_Lawblaw
Mar 4, 2025
Geesh! What in the Trump is going on.
Geesh! What in the Trump is going on.
Exclamatory expression using 'Trump' as a mild expletive in a colloquial, humorous manner.
Humor / Satire
0.80
@thecly9245
Mar 4, 2025
“We don’t back down from a fight” wasn’t he planning on stepping down?
“We don’t back down from a fight” wasn’t he planning on stepping down?
Sarcastic observation pointing out contradiction between a quoted statement and prior actions, using ironic tone.
@JoseMartinez-dp1to
Mar 4, 2025
Whip his rump for us please. Half of us did not want him. Heck go for 50 %. May I move there? Please? Or, would you be our president? Look at that rump, Trudeau is …
Whip his rump for us please. Half of us did not want him. Heck go for 50 %. May I move there? Please? Or, would you be our president? Look at that rump, Trudeau is not only handsome…adorable actually…and intelligent, he can even speak French beautifully. You, rumpy, can’t even speak English.
Uses sarcasm and ironic praise of Trudeau while mocking another political figure, with playful tone throughout.
@deborahderosa4987
Mar 4, 2025
Thanks for using small words when addressing Trump directly, not like the arrogant clown will listen, but it was nice to use dumbed-down language so he might understand
Thanks for using small words when addressing Trump directly, not like the arrogant clown will listen, but it was nice to use dumbed-down language so he might understand
Sarcastic critique using ironic praise ('nice to use dumbed-down language') to mock Trump's intelligence and communication abilities.
@jennae7903
Mar 4, 2025
Trump bankrupted multiple businesses so I dont think he is a good negotiator as he says he is. He's good as JD Vance's eyeliner
Trump bankrupted multiple businesses so I dont think he is a good negotiator as he says he is. He's good as JD Vance's eyeliner
Combines factual criticism of Trump's business record with sarcastic insult about appearance (eyeliner comparison).
@lokoloko2203
Mar 4, 2025
Governor Trudeau. Nice. I was wondering when the 51 state was going to show up.
Governor Trudeau. Nice. I was wondering when the 51 state was going to show up.
Uses sarcastic wordplay ('Governor Trudeau,' '51st state') to mock Canadian sovereignty and political subordination.
@D.M.ggww21
Mar 4, 2025
Trump here saving Liberals from collapse.
Trump here saving Liberals from collapse.
Sarcastic/ironic statement using political labels ('Liberals') in a tongue-in-cheek manner about Trump's role.
@berkekadircelik6282
Mar 4, 2025
Correction there, its Canadian Governor Justin Trudeau, you're welcome
Correction there, its Canadian Governor Justin Trudeau, you're welcome
Commenter makes a sarcastic correction about Trudeau's title, using ironic humor to critique the previous commenter.
@Momo_Chow
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)