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
Zelenski was talking bad like him, then bend the knee. Welcome to the union, our 51st state.....
Zelenski was talking bad like him, then bend the knee. Welcome to the union, our 51st state.....
Sarcastic commentary comparing Canada to a US state and mocking political submission, using ironic tone about annexation.
@RayRP-s7l
Mar 4, 2025
SAAR DO NOT REDEEM!
SAAR DO NOT REDEEM!
Cryptic meme-like phrase using internet slang, likely satirical commentary on the video or discussion.
BalrogDeMorgoth69
Jan 27, 2026
Trump!! You are stupid!!
Trump!! You are stupid!!
Brief, inflammatory statement directed at Trump that reads as exasperated venting or sarcastic commentary rather than substantive critique.
Humor / Satire
0.70
@rogersarkady1031
Mar 4, 2025
Ah! böwakawa poussé, poussé Ah! böwakawa poussé, poussé Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
The comment appears to be nonsensical repeated phrases, likely intended as absurdist humor or spam-like mockery.
Humor / Satire
0.70
jevfbbeckman5231
Jan 27, 2026
Donald ??????♂️??♂️??♂️
Donald ??????♂️??♂️??♂️
Uses emoji reactions to express dismissive or mocking sentiment toward Donald Trump in a non-literal, sarcastic manner.
Humor / Satire
0.70
@mandoleenebando429
Mar 4, 2025
2:56 fu*k this guy and his country indens 👇👇
2:56 fu*k this guy and his country indens 👇👇
Uses crude humor and sarcasm directed at a specific person in the video with a nonsensical sound effect.
divyareddy8521
Jan 29, 2026
SAARS YOU BIG T3RR0RISTS
SAARS YOU BIG T3RR0RISTS
All-caps, deliberately misspelled 'TERRORISTS' appears to be mocking or parodying inflammatory rhetoric rather than endorsing it.
Humor / Satire
0.70
Omzy-n4i
Jan 27, 2026
Kamala somewhere like “told y’all”???
Kamala somewhere like “told y’all”???
Sarcastic reference to Kamala Harris with mocking tone, using humor to comment on political situation.
Humor / Satire
0.70
@MorningWood9inch
Mar 4, 2025
Trump is truly dumb fighting with his closest allies
Trump is truly dumb fighting with his closest allies
Mocking characterization of Trump as 'dumb' for conflict with allies, using sarcastic tone.
@believe-in-righteousness
Mar 4, 2025
I'm gonna vomit..!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
I'm gonna vomit..!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Expresses exaggerated emotional reaction with excessive punctuation, likely using hyperbole for comedic or sarcastic effect.
Humor / Satire
0.70
micheltremblay-m2y
Sep 19, 2025
INDIA, CANADA lol
INDIA, CANADA lol
Brief, cryptic comment with 'lol' suggesting sarcastic or joking commentary about India-Canada connection.
Humor / Satire
0.70
hiddenrainn
Jan 27, 2026
THE CANADIAN PRIME MINISTER HAS MORE BIG BAL*S THAN THOSE PUPPET REPUBLICAN LEADERS TO CRITICIZE DONALD TRUMP!
THE CANADIAN PRIME MINISTER HAS MORE BIG BAL*S THAN THOSE PUPPET REPUBLICAN LEADERS TO CRITICIZE DONALD TRUMP!
Uses exaggerated, crude language and sarcasm to mock political leaders through comparison, employing comedic tone.
@JeffS-w4l
Mar 4, 2025
I dont mind, but please, use soap and deodorant!
I dont mind, but please, use soap and deodorant!
Uses sarcastic/joking tone with a stereotypical jab at immigrant hygiene practices, blending humor with subtle prejudice.
matys2831
Sep 21, 2025
Based bike guy
Based bike guy
Brief, colloquial endorsement using slang ('Based') that appears to be ironic or sarcastic commentary on a person featured in the video.
theilluminatimember
Jan 28, 2026
HEY TRUDEAU .....YOUR PANTIES ARE SHOWING .....MAYBE YOU SHOULD GO PLAY CORNHOLE WITH OBAMA AND HIS ..... HUSBAND .....BIG MIKE ....
HEY TRUDEAU .....YOUR PANTIES ARE SHOWING .....MAYBE YOU SHOULD GO PLAY CORNHOLE WITH OBAMA AND HIS ..... HUSBAND .....BIG MIKE ....
Uses crude mockery and sarcasm with homophobic undertones to ridicule Trudeau.
@Internationalmerchantsgroup
Mar 4, 2025
19:02 scared Bih 😂😂
19:02 scared Bih 😂😂
Laughs at a specific moment in the video (19:02) with minimal substantive content, primarily comedic reaction.
Kalpana.Lakshmanan
Jan 27, 2026
Blue mountain jew here.... Wait till the little blue goblin hears about this.
Blue mountain jew here.... Wait till the little blue goblin hears about this.
Uses sarcastic/ironic tone with obscure cultural references ('blue goblin') that appears to mock or satirize the discussion.
Humor / Satire
0.70
tyrawr94
Jan 27, 2026
We can just come take your whole country there slick hair, just calm down. You won’t even get to be governor soon here buddy
We can just come take your whole country there slick hair, just calm down. You won’t even get to be governor soon here buddy
Uses sarcastic, mocking tone ('slick hair') to dismiss a political figure, likely satirical rather than literal threat.
@Northeast_Outdoorsmen
Mar 4, 2025
you guys all suck MAGA!
you guys all suck MAGA!
Brief dismissive statement with MAGA slogan appears to be sarcastic or mocking commentary.
Humor / Satire
0.70
@cheesengritz7154
Mar 4, 2025
I hate Canadian youth 🎉🎉❤❤❤
I hate Canadian youth 🎉🎉❤❤❤
Appears to be ironic or sarcastic statement with celebratory emojis, likely mocking rather than sincere.
Humor / Satire
0.70
dylanbishop1940
Oct 5, 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)