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
You all wanted trump! The 3yr old that rants and has a vocabulary of one too. ? sucks to suck
You all wanted trump! The 3yr old that rants and has a vocabulary of one too. ? sucks to suck
Uses sarcasm and mockery to criticize Trump supporters' choice, with humorous tone about consequences.
@99nvdemon
Mar 4, 2025
Come get trump yall, put him in your prison since our Wimpy senators won't put him in a cell here.
Come get trump yall, put him in your prison since our Wimpy senators won't put him in a cell here.
Sarcastic suggestion to Canada to imprison Trump, using ironic tone to critique U.S. political system.
@uhlfam2011
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
How much will this affect the price of a plate of fries and gravy? Asking for my friends in Maine
How much will this affect the price of a plate of fries and gravy? Asking for my friends in Maine
Sarcastically questions economic impact using a humorous reference to Maine (US location), mixing jest with genuine inquiry.
@purewaterswva.5409
Mar 4, 2025
The FSB investment in Agent Krasnov are really paying off!
The FSB investment in Agent Krasnov are really paying off!
Sarcastic accusation using irony to mock perceived Russian influence in the video or discussion.
@joopdesmit
Mar 4, 2025
Trump is like an elephant in a china shop, and we are the china.
Trump is like an elephant in a china shop, and we are the china.
Uses metaphorical comparison to critique Trump's approach as reckless and damaging to Americans through ironic imagery.
@philosopher2king
Mar 4, 2025
That’s some big talk tough guy! We better hope he doesn’t really get upset and call us more names lol as that’s all he can do, and stop biting the hand that feeds you, as …
That’s some big talk tough guy! We better hope he doesn’t really get upset and call us more names lol as that’s all he can do, and stop biting the hand that feeds you, as your military would be helpless against us (not that we want that anyway, but yall need to chill)!
Uses sarcasm and ironic commentary about Trump's capabilities while making a comparative military reference with a joking tone.
@Faasteddy7099
Mar 4, 2025
Please don't sugarcoat it I'll eat that too ?\n\nEdit: I love this country where I am,\nThis land is where I make my stand.\nNo other heart is truer then,\nThe one we call Canadian!
Please don't sugarcoat it I'll eat that too ?\n\nEdit: I love this country where I am,\nThis land is where I make my stand.\nNo other heart is truer then,\nThe one we call Canadian!
Uses humorous wordplay ('sugarcoat/eat') followed by patriotic identity assertion in poetic form.
@Dopinders_Taxi
Mar 4, 2025
..when usa goes to Canada to play a game, canadians should play russian anthem instead of usa anthem.. its kinda the same thing nowadays..
..when usa goes to Canada to play a game, canadians should play russian anthem instead of usa anthem.. its kinda the same thing nowadays..
Satirical suggestion that Canada should treat US like Russia, mocking Trump's alignment with Putin.
@emars9225
Mar 4, 2025
I wish Trudeau could run for U.S. President
I wish Trudeau could run for U.S. President
Uses ironic wish to express preference for Trudeau over current U.S. leadership, comparing leaders across nations.
@crod6431
Mar 4, 2025
Is Trump and Vance of sound mind. I bet they would not pass there A levels for 6 year olds.
Is Trump and Vance of sound mind. I bet they would not pass there A levels for 6 year olds.
Sarcastic rhetorical question mocking Trump and Vance's intelligence through exaggerated comparison.
Humor / Satire
0.80
@Ciara.Higgins-xz9im
Mar 4, 2025
Trudeau is mad because Trump is not letting his kind play in women sports anymore..??????????
Trudeau is mad because Trump is not letting his kind play in women sports anymore..??????????
Uses sarcasm and excessive punctuation to mock Trudeau's position on transgender sports policy in a satirical manner.
@johngaytes-ex7nt
Mar 4, 2025
Make America great again, yeah right??? we're dome
Make America great again, yeah right??? we're dome
Uses sarcasm ('yeah right???') and ironic commentary to mock Trump's slogan and express Canadian skepticism.
@jessicawhite0914
Mar 4, 2025
Trump speaks two languages. Dumb and Dumber!\nThank you Canada! Many of us stand with you. Hoping we can remove Trump soon and get back to fair trading with our great neighbors!
Trump speaks two languages. Dumb and Dumber!\nThank you Canada! Many of us stand with you. Hoping we can remove Trump soon and get back to fair trading with our great neighbors!
Opens with a joke about Trump's intelligence, then expresses solidarity with Canada and calls for political change.
@jeffcombes2101
Mar 4, 2025
Next steps, Leave Nato, and then invade Canada. What could possibly go wrong? Message to Trump: Canadians actually have lots of guns. Trudeau didn't get them all!
Next steps, Leave Nato, and then invade Canada. What could possibly go wrong? Message to Trump: Canadians actually have lots of guns. Trudeau didn't get them all!
Uses sarcastic, ironic commentary about NATO withdrawal and invasion scenarios, with a joking reference to Canadian gun ownership.
@frederickcwinterburn1837
Mar 4, 2025
Please invite California to join your country
Please invite California to join your country
Jocular suggestion that California join Canada, using humor to express dissatisfaction with current U.S. leadership.
Humor / Satire
0.80
@kenmorrill3774
Mar 4, 2025
Let me speak for Americans, y’all put the can in Canada
Let me speak for Americans, y’all put the can in Canada
Playful wordplay complimenting Canada ('can in Canada') as a lighthearted expression of approval.
@zhghiei
Mar 4, 2025
Our maple syrup will go up oh know ?
Our maple syrup will go up oh know ?
Uses sarcastic wordplay ('oh know') to joke about economic consequences of policy decisions.
@GordonGrigsby
Mar 4, 2025
I think Trumps on Fentanyl or\nHas an Elon Musk chip implanted in his head
I think Trumps on Fentanyl or\nHas an Elon Musk chip implanted in his head
Uses absurdist humor and conspiracy-adjacent jokes about Trump's mental state or control, presented satirically rather than as serious claims.
@steveg1833
Mar 4, 2025
Guys talking like we dropped bombs on them
Guys talking like we dropped bombs on them
Sarcastic commentary mocking the exaggeration of Canada-US tensions as if military conflict occurred.
Humor / Satire
0.80
@randomshortz17
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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