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
Can we punch Trump please??
Can we punch Trump please??
Hyperbolic, sarcastic statement expressing frustration with Trump through absurdist humor rather than serious advocacy.
@LeaveThePhilippines
Mar 4, 2025
Trump: I am sick of China´s expansionism...\nAlso trump: turn his back to his allies... to his neighboors!
Trump: I am sick of China´s expansionism...\nAlso trump: turn his back to his allies... to his neighboors!
Uses ironic juxtaposition and sarcasm to critique Trump's contradictory foreign policy positions.
@esquerioto
Mar 4, 2025
Trump Dumber & Dumber WOW Elbows up??????????????????????????????????????????????????????????????????????????????????????????????????????????????
Trump Dumber & Dumber WOW Elbows up??????????????????????????????????????????????????????????????????????????????????????????????????????????????
Uses mocking tone and excessive punctuation to ridicule Trump's intelligence and behavior in a sarcastic manner.
Humor / Satire
0.80
@albertbentley56
Mar 4, 2025
Man a robot who memorized his speech how cute
Man a robot who memorized his speech how cute
Uses sarcasm and mockery to critique the speaker's delivery as robotic and rehearsed.
@justinlyons5374
Mar 4, 2025
If It wasnt for Drake, Canada would have all Ws this year.
If It wasnt for Drake, Canada would have all Ws this year.
Joking reference to Drake and Canadian sports performance, using ironic commentary.
Humor / Satire
0.80
@carbondated21
Mar 4, 2025
Donald? That’s Mr. President to you
Donald? That’s Mr. President to you
Sarcastic/ironic correction asserting Trump's presidential title, likely mocking those who refuse to acknowledge his position.
@brianjohnson5733
Mar 4, 2025
??? Boy, What A Hero...Trudeau, Bring It On, Misery Loves Company???
??? Boy, What A Hero...Trudeau, Bring It On, Misery Loves Company???
Sarcastic commentary with question marks and ironic framing ('What A Hero'), mocking Trudeau through exaggeration.
Humor / Satire
0.80
@robertrhoads2376
Mar 4, 2025
??Honestly I'm so glad that he made this public because knowing the orange man he will ALWAYS blame someone else for his incompetence, we've all seen it before time and time again ??
??Honestly I'm so glad that he made this public because knowing the orange man he will ALWAYS blame someone else for his incompetence, we've all seen it before time and time again ??
Uses sarcasm and emoji to mock Trump's tendency to blame others, employing ironic tone ('orange man').
@azae00Vids
Mar 4, 2025
Oh no! Prissy boy Trudeau is mad!
Oh no! Prissy boy Trudeau is mad!
Uses sarcastic mockery ('Prissy boy') to ridicule Trudeau in a dismissive, joking manner.
@007gunlogo
Mar 4, 2025
Canada => 51st state! ??
Canada => 51st state! ??
Uses joking/sarcastic framing to suggest Canada becoming a U.S. state, with question marks indicating ironic tone.
@kevinjones5457
Mar 4, 2025
Who said Trump was smart ?
Who said Trump was smart ?
Rhetorical question used sarcastically to mock Trump's intelligence in a dismissive, joking manner.
Humor / Satire
0.80
@fatmatasanusi8494
Mar 4, 2025
Our dumbass president can’t stop losing ?
Our dumbass president can’t stop losing ?
Derisive name-calling with sarcastic tone critiquing political leadership through mockery.
Humor / Satire
0.80
@jabuhrer1
Mar 4, 2025
The took his job!!!!
The took his job!!!!
References the 'they took our jobs' meme, using ironic commentary likely about immigration concerns.
Humor / Satire
0.80
@TomOlsen-u5g
Mar 4, 2025
How much did YOU give to Ukraine? Ok clown
How much did YOU give to Ukraine? Ok clown
Uses sarcastic rhetorical question and dismissive language ('clown') to mock someone's position on Ukraine aid.
@trumpcard4182
Mar 4, 2025
Oh canada you smell the dirty fess
Oh canada you smell the dirty fess
Sarcastic or insulting comment using wordplay ('fess') as a form of mockery.
Humor / Satire
0.80
@coonhound7937
Mar 4, 2025
If he can't read, I don't think the term, smart, applies to Trump.
If he can't read, I don't think the term, smart, applies to Trump.
A sarcastic jab questioning Trump's intelligence based on the premise of the video, using ironic tone.
Humor / Satire
0.80
@rogetrogetgiddy
Mar 4, 2025
When foolishness impregnates dummy, it will give birth to Trump/Vance\nThose who refused to see beyond their noses and voted for chaos and irrationality will live to face their stupidity
When foolishness impregnates dummy, it will give birth to Trump/Vance\nThose who refused to see beyond their noses and voted for chaos and irrationality will live to face their stupidity
Uses crude metaphorical humor and sarcasm to mock Trump/Vance voters, combining satire with identity-based criticism.
@oliveronyema7200
Mar 4, 2025
Trudeau speaking french was cool the only French trump know is Manaj a troix.
Trudeau speaking french was cool the only French trump know is Manaj a troix.
Uses sarcastic comparison between Trudeau and Trump's language abilities with a crude joke.
@thomas1630
Mar 4, 2025
CNN. Canadian national news lol
CNN. Canadian national news lol
Sarcastic jab at Canadian news coverage using ironic acronym confusion.
@Clay-s2h
Mar 4, 2025
I am surprised the CNN allowed any anti Trump speech here seeing as they have their head so far up Trump's backside when Jake Tapper speaks it comes out of Trump's nose!
I am surprised the CNN allowed any anti Trump speech here seeing as they have their head so far up Trump's backside when Jake Tapper speaks it comes out of Trump's nose!
Sarcastic critique of CNN's editorial stance using crude humor and exaggeration.
@taefravis
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)