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
Donald Trump completely goes into insane.
Donald Trump completely goes into insane.
Uses hyperbolic, sarcastic language to mock Trump's behavior and mental state.
@TheXuism
Mar 4, 2025
Im so scared of Canada ?????
Im so scared of Canada ?????
Ironic expression of exaggerated fear about Canada using question marks to signal sarcasm.
@alr6111
Mar 4, 2025
nomore jack daniels? Damn it donald
nomore jack daniels? Damn it donald
Humorous complaint mixing a consumer product reference with political commentary in a joking tone.
Humor / Satire
0.80
@Blockbussaz
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
Golden age? Lol, in this current system?
Golden age? Lol, in this current system?
Sarcastic dismissal of the 'golden age' concept using 'Lol' to mock the claim ironically.
Humor / Satire
0.80
@marialam6343
Mar 4, 2025
CANADA WILL BE WELCOMED IN THE EU : we ALL love the Canucks! \nZelenskiy is a man without a suit\nDonald is a suit without a man\nJustin is a man with a suit.
CANADA WILL BE WELCOMED IN THE EU : we ALL love the Canucks! \nZelenskiy is a man without a suit\nDonald is a suit without a man\nJustin is a man with a suit.
Uses ironic characterizations and wordplay about political leaders, with satirical tone about Canada joining the EU.
@Haroun-El-Poussah
Mar 4, 2025
US has a three years old kid running the GOV?
US has a three years old kid running the GOV?
Uses sarcastic comparison between US and Canadian leadership as ironic political commentary.
@jimmyto6283
Mar 4, 2025
Maybe Canada should make the United States its next province.
Maybe Canada should make the United States its next province.
Uses ironic/sarcastic suggestion about Canadian-US political integration as commentary on the relationship dynamics.
@jmannii
Mar 4, 2025
Donny is NOT A SMART MAN! That was trudeau being generous..
Donny is NOT A SMART MAN! That was trudeau being generous..
A sarcastic jab at Trump's intelligence using ironic understatement ('being generous'), employing humor to criticize.
Humor / Satire
0.80
@jamyeryan5568
Mar 4, 2025
Ok… now it’s again Putin’s fault ?♀️ Please, give me a break!
Ok… now it’s again Putin’s fault ?♀️ Please, give me a break!
Uses sarcasm and eye-roll emoji to mock the framing of geopolitical blame, suggesting dismissal of the argument.
@JessicaSmith-d1s
Mar 4, 2025
??? Damn Donnie
??? Damn Donnie
Brief, sarcastic expression of frustration using informal language and a nickname.
Humor / Satire
0.80
@adamoops5972
Mar 4, 2025
U.S. Customs agents better inspect those Canadian canned food deliveries with a fine-toothed comb. Canadians at war have this one simple trick, you know…
U.S. Customs agents better inspect those Canadian canned food deliveries with a fine-toothed comb. Canadians at war have this one simple trick, you know…
Uses ironic, sarcastic commentary about Canadian food safety and wartime tactics as a joke.
Humor / Satire
0.80
@JohnDoe-my5ip
Mar 4, 2025
Trudy is lecturing US , and we give Trudy billions of dollars because he can't run his own country, Ha ha ha ha. Trump will cut off his allowance too. We really don't need his …
Trudy is lecturing US , and we give Trudy billions of dollars because he can't run his own country, Ha ha ha ha. Trump will cut off his allowance too. We really don't need his stinkin canadian bacon and maple syrup. MAGA, MAGA, MAGA, Trudy take your fertelizer and put it where the sun doesn't shine. Oh that's right, you're full of it already.
Uses sarcasm and mockery (repeated 'Ha ha ha', crude jokes) to criticize Canadian leadership and policy, though the tone is primarily comedic.
@MERRY-x3u
Mar 4, 2025
Great Speech Mr. Trudeau. But HE'S MAKING AMERICA GREAT AGAIN ???????
Great Speech Mr. Trudeau. But HE'S MAKING AMERICA GREAT AGAIN ???????
Uses sarcasm to critique Trudeau while ironically attributing U.S. success to him, mixing praise with mockery.
@cassandrabrooks1149
Mar 4, 2025
Putin is dancing in the Kremlin.
Putin is dancing in the Kremlin.
Sarcastic/ironic comment suggesting Putin benefits from the situation, using dark humor.
@hiddenharmonicssystemforwi4484
Mar 4, 2025
Wet wipe Trudeau and blistering in the same sentence - it can only be lying woketard CNN.
Wet wipe Trudeau and blistering in the same sentence - it can only be lying woketard CNN.
Uses derogatory wordplay and sarcasm to mock Trudeau and criticize media coverage in a satirical tone.
@donniet685
Mar 4, 2025
Canada liked that.
Canada liked that.
Ironic meme-style comment personifying Canada's approval.
Humor / Satire
0.80
@dvchan84
Mar 4, 2025
Trudeau? Literally who?
Trudeau? Literally who?
Uses dismissive sarcasm and feigned ignorance about Trudeau as ironic commentary on his relevance.
@abcdeabcde4877
Mar 4, 2025
Oh you didn't near the news...humanity is having a clearance sale, everything must go , including our sense.? LET'S GO!
Oh you didn't near the news...humanity is having a clearance sale, everything must go , including our sense.? LET'S GO!
Uses sarcastic, ironic commentary about humanity and societal decline with a joking tone.
Humor / Satire
0.80
@JodyMelvin
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)