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
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
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
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
Is this guy slow? lol. Read the room.
Is this guy slow? lol. Read the room.
Uses sarcasm and mockery ('Is this guy slow? lol') to critique the video subject's communication.
@AhhDubya69
Mar 4, 2025
No wonder Melania digs Trudeau, he can actually talk in comprehensive sentences
No wonder Melania digs Trudeau, he can actually talk in comprehensive sentences
Makes a joking comparison between Trudeau and Trump using sarcasm about communication abilities.
Humor / Satire
0.80
@XenoPassionate
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
I’m moving to Canada lol
I’m moving to Canada lol
Jocular statement about relocating to Canada, likely ironic commentary on current political situation.
@GodIsMyNumberOne
Mar 4, 2025
Notice how he slowed his speech and broke it down in small words, “big things,” “smart guy” when speaking directly to Trump? It’s like watching another adult explain things to a child and it’s so …
Notice how he slowed his speech and broke it down in small words, “big things,” “smart guy” when speaking directly to Trump? It’s like watching another adult explain things to a child and it’s so embarrassing but also so necessary.
Uses sarcastic, mocking commentary about speech patterns and condescension, employing ironic tone to critique someone's communication style.
@wakingupindarkplaces
Mar 4, 2025
Can you take some US asylum seekers
Can you take some US asylum seekers
Sarcastically suggests Canada accept US asylum seekers, using ironic reversal to critique US policy.
@terijoealves
Mar 4, 2025
Trying to flatter trump by calling him (smart) knowing that he’s the universal clown
Trying to flatter trump by calling him (smart) knowing that he’s the universal clown
Sarcastic commentary using ironic flattery ('smart') to mock Trump as a 'universal clown.'
Humor / Satire
0.80
@Dognme
Mar 4, 2025
Hi guys i just woke up from a 20 year old COMA.... Whats happening.? is Canada our enemy now? IN WHAT WORLD?
Hi guys i just woke up from a 20 year old COMA.... Whats happening.? is Canada our enemy now? IN WHAT WORLD?
Uses humorous exaggeration (waking from 20-year coma) to express disbelief at Canada being framed as an enemy.
@satanspy
Mar 4, 2025
Trudeau must have been taking the piss when he told trump he was a really smart guy!!!
Trudeau must have been taking the piss when he told trump he was a really smart guy!!!
Commenter uses sarcasm ('taking the piss') to mock Trudeau's diplomatic approach to Trump, combining humor with implicit policy criticism.
@mottthehoople693
Mar 4, 2025
Trump is Dumb and Dumber
Trump is Dumb and Dumber
Uses repetitive insult phrasing ('Dumb and Dumber') in a mocking, satirical manner rather than substantive critique.
Humor / Satire
0.80
@KimWarrington-k9b
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
Putin is hoping the US loses all its allies. I’m surprised Trump doesn’t just call it the gulf of Russia.
Putin is hoping the US loses all its allies. I’m surprised Trump doesn’t just call it the gulf of Russia.
Uses ironic sarcasm to critique geopolitical concerns, with the Gulf naming joke indicating satirical intent.
@ThePandamone
Mar 4, 2025
Trump needs some knitting classes to keep him busy!!! He clearly has nothing to do than making Putin happy
Trump needs some knitting classes to keep him busy!!! He clearly has nothing to do than making Putin happy
Sarcastic suggestion framed as joke, with underlying criticism of Trump's foreign policy alignment.
@veronikavillavicencio9521
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
I’m sure Trump is shaking in his boots ?
I’m sure Trump is shaking in his boots ?
Sarcastic dismissal of Trump's concern about Canadian pressure, using ironic understatement.
Humor / Satire
0.80
@leonkechayasdrums
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)