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
guy on the bikes been waiting for Tyler to interview him his whole life 😂😂😂
guy on the bikes been waiting for Tyler to interview him his whole life 😂😂😂
Humorous observation about a person featured in the video, using light mockery about their apparent eagerness to be interviewed.
jonjim7670
Jan 27, 2026
Oooooooooo. Big tax savings. 😅
Oooooooooo. Big tax savings. 😅
Sarcastic emoji-laden comment mocking the claimed tax savings as insignificant.
Humor / Satire
0.90
NadiaGarrido-rh2hk
Jan 12, 2026
DONALD DRUMPF IS A PUNK WANNA BE PRESIDENT.....LMFAO?
DONALD DRUMPF IS A PUNK WANNA BE PRESIDENT.....LMFAO?
Uses sarcasm, wordplay ('DRUMPF'), and mocking tone to ridicule Trump in a comedic manner.
Humor / Satire
0.90
@sirjuantyler6411
Mar 4, 2025
Prime minister: you use big words US president will not understand
Prime minister: you use big words US president will not understand
Uses ironic joke mocking Trump's vocabulary and intelligence through a fictional PM statement.
Humor / Satire
0.90
@vt9288
Mar 4, 2025
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Uses ironic joking about building a wall and American climate/economic crisis, with explicit acknowledgment of sarcasm.
@CelineRelecom
Mar 4, 2025
Trudeau for president of the USA!
Trudeau for president of the USA!
Absurdist joke suggesting Trudeau become US president, clearly sarcastic commentary.
Humor / Satire
0.90
@ESIG3800
Mar 4, 2025
Trudeau was so excited his tampon almost fell off!
Trudeau was so excited his tampon almost fell off!
Uses crude sexual humor and sarcasm to mock Trudeau rather than making substantive criticism.
Humor / Satire
0.90
@andrel1972
Mar 4, 2025
Truedu saying will do shit is pretty funny though ?
Truedu saying will do shit is pretty funny though ?
Sarcastic commentary mocking Trudeau's effectiveness, using humor to critique.
Humor / Satire
0.90
@shamsh09
Mar 4, 2025
I made a huge United States of America this morning, it stank it was awful, I had to flush twice to clear everything.
I made a huge United States of America this morning, it stank it was awful, I had to flush twice to clear everything.
Crude scatological joke using bathroom humor as satire, unrelated to substantive policy discussion.
Humor / Satire
0.90
@glmchn
Mar 4, 2025
Voluntary compliance 😂 👏🏼
Voluntary compliance 😂 👏🏼
Uses sarcasm and emojis to mock the concept of 'voluntary compliance' in an ironic manner.
Humor / Satire
0.90
Long.story.longer
Feb 18, 2026
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Uses ironic, exaggerated language ('Baby T throwing a 25 billion dollar tantrum') to mock Trump's potential reaction to Canadian independence.
Humor / Satire
0.90
@MsMoSiLo
Mar 4, 2025
BAHAHAHA. Wrong move dude... FAFO
BAHAHAHA. Wrong move dude... FAFO
Laughing emoji followed by 'FAFO' (acronym for 'find out') is sarcastic commentary dismissing the policy as a mistake in humorous tone.
Humor / Satire
0.90
@juliotapia3305
Mar 4, 2025
Trudeau, I'm glad you used small words when talking to Trump.
Trudeau, I'm glad you used small words when talking to Trump.
Sarcastic jab at Trudeau's communication style with Trump, using condescending humor.
Humor / Satire
0.90
@willienillie6337
Mar 4, 2025
How do you spell stoopid? T R U M P. Not to forget V A N C E.
How do you spell stoopid? T R U M P. Not to forget V A N C E.
Uses wordplay and sarcasm to mock Trump and Vance, off-topic to immigration.
Humor / Satire
0.90
@E.Cummings
Mar 4, 2025
Trump is a idiot
Trump is a idiot
A brief insulting statement about Trump presented as casual commentary, functioning as dismissive humor.
Humor / Satire
0.90
@jeffdragna316
Mar 4, 2025
Damn that was like Drake bitch slapping the music industry ????
Damn that was like Drake bitch slapping the music industry ????
Uses humorous comparison and emoji to make a joke about the video content.
Humor / Satire
0.90
@winskids6341
Mar 4, 2025
Trump: I'll implement 1000000% tariff..... \n\nTrudeau: Dude! Hold my beer!! ???????\n\nThe Brits????????? are with you Canada??
Trump: I'll implement 1000000% tariff..... \n\nTrudeau: Dude! Hold my beer!! ???????\n\nThe Brits????????? are with you Canada??
Uses exaggerated hyperbole and joke format to satirize tariff escalation between Trump and Trudeau.
Humor / Satire
0.90
@ArianOby
Mar 4, 2025
Donald Trump smart? Hahahahah
Donald Trump smart? Hahahahah
Sarcastic dismissal of Trump's intelligence using laughter, off-topic to Canadian immigration.
Humor / Satire
0.90
@pissoff247
Mar 4, 2025
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Sarcastically comments on the bike guy's character using irony and emojis, treating video content as comedic material.
colourqueen22
Mar 1, 2026
MAGA - Moscow Agent Governs America
MAGA - Moscow Agent Governs America
A sarcastic acronym reinterpreting MAGA as a political jab, using wordplay for satirical effect.
Humor / Satire
0.90
@nnoddy8161
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)