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
Canada and Trudeau Choke on American _ _ _ _
Canada and Trudeau Choke on American _ _ _ _
Uses crude satire/innuendo to mock Canada and Trudeau's relationship with America.
@DiABETES_DaVE
Mar 4, 2025
What will we dowith the Big Mac
What will we dowith the Big Mac
Cryptic, likely joking reference to Big Macs in context of trade/tariff discussion, using humor.
Humor / Satire
0.65
@lewislauzon3381
Mar 4, 2025
That's dum ass Trump
That's dum ass Trump
Dismissive insult phrased colloquially; likely intended as sarcastic criticism rather than substantive argument.
Humor / Satire
0.65
@naugthybynature6877
Mar 4, 2025
SINDROME DE DANW "😅
SINDROME DE DANW "😅
Cryptic reference with emoji appears to be a joke or meme, though meaning is unclear.
Humor / Satire
0.65
fredymatute4363
Feb 20, 2026
Shout out Innada!😂
Shout out Innada!😂
Brief shout-out with laughing emoji, likely mocking or joking about a political figure or reference.
Humor / Satire
0.65
crus2334
Feb 7, 2026
What a guber......
What a guber......
Appears to be sarcastic or dismissive name-calling presented as humorous commentary.
Humor / Satire
0.65
@rustynail8005
Mar 4, 2025
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
Uses aggressive sarcasm and crude language to mock immigrant work ethic claims, though the tone is hostile rather than clearly comedic.
Chocolovers
Sep 22, 2025
….just an few millimeters to the right…just an few millimeters to the right….now look where we’re at…..
….just an few millimeters to the right…just an few millimeters to the right….now look where we’re at…..
Cryptic repetitive phrase appears to be sarcastic commentary, possibly mocking a previous argument or video content with ironic understatement.
@avivd9291
Mar 4, 2025
Poop bus 🙂↔️🙂↔️ 🇨🇦
Poop bus 🙂↔️🙂↔️ 🇨🇦
Uses crude ethnic stereotype as attempted humor/satire with nationalist flag emoji.
gsk8366
Jan 27, 2026
to all my Canadian friends, it' time to buy FPV drone and get really good at piloting it.
to all my Canadian friends, it' time to buy FPV drone and get really good at piloting it.
Uses sarcastic/ironic tone to suggest Canadians prepare for conflict, mixing dark humor with implied threat.
@mayasej
Mar 4, 2025
Dam…Dam….Dam…..?
Dam…Dam….Dam…..?
Cryptic expression of frustration using repetition and punctuation for comedic or sarcastic effect.
Humor / Satire
0.65
@ervinrenixjr5704
Mar 4, 2025
Bramladesh!!
Bramladesh!!
Appears to be a joking or sarcastic reference to a place name, likely mocking or parodying something from the video.
Humor / Satire
0.65
ozzyjr32
Sep 20, 2025
it is canadia
it is canadia
Appears to be a sarcastic/joking reference to Canada's name ('canadia'), using wordplay for comedic effect.
Humor / Satire
0.65
soccer088
Jan 27, 2026
This is big some thing you all do not have in donald duck trump wack wack you cant even eat this peace shit.
This is big some thing you all do not have in donald duck trump wack wack you cant even eat this peace shit.
Incoherent satirical jab at Trump using wordplay ('donald duck trump wack wack') and absurdist humor about eating.
Humor / Satire
0.65
@kennethkult7681
Mar 4, 2025
AMERICAN RED DIRTY PRESS C N N IN TOTAL PANIC. A NEW SHERIFF HAS ARRIVED IN TOWN, TRUMP. ?????
AMERICAN RED DIRTY PRESS C N N IN TOTAL PANIC. A NEW SHERIFF HAS ARRIVED IN TOWN, TRUMP. ?????
Sarcastic commentary about media panic and Trump's arrival, mixing irony with meta-commentary about news coverage.
@et1161
Mar 4, 2025
Da niga driving tuk tuk in Canada lmao 🤣
Da niga driving tuk tuk in Canada lmao 🤣
Joking comment with emoji about an immigrant worker, using humor though with potentially offensive language.
Humor / Satire
0.65
cyberdragon9826
Feb 28, 2026
They put one of their giant monkey demons in Houston , TX. Too
They put one of their giant monkey demons in Houston , TX. Too
Attempts sarcastic/absurdist humor with a derogatory reference to a specific group, though the meaning is unclear.
Pleebixx
Jan 27, 2026
Are these the people who eat doodoo?
Are these the people who eat doodoo?
Crude joke or offensive satire attempting humor through stereotyping, though the intent and target are ambiguous.
Humor / Satire
0.65
c.w.v8263
Jan 27, 2026
Just in turd hole aka castros boy....
Just in turd hole aka castros boy....
Uses derogatory wordplay and sarcasm to mock the Prime Minister, combining insult with satirical tone.
@perryjohnson9241
Mar 4, 2025
That’s fair exchange no harm
That’s fair exchange no harm
Cryptic idiomatic phrase suggesting ironic or sarcastic commentary on a trade/political exchange.
Humor / Satire
0.65
@joemohan5079
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)