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
What a legend the guy on the bike is 😂😂😂😂
What a legend the guy on the bike is 😂😂😂😂
Lighthearted praise of someone in the video using casual humor and multiple laughing emojis.
Humor / Satire
0.88
T29BSB
Jan 27, 2026
It's Randy's fault. It always is. RANDY.
It's Randy's fault. It always is. RANDY.
Sarcastic blame directed at a specific person (Randy) in an exaggerated manner, likely joking commentary.
Humor / Satire
0.88
bklewis6412
Jan 15, 2026
Vance is the whippet
Vance is the whippet
Brief sarcastic insult comparing Vance to a whippet dog; purely humorous commentary.
Humor / Satire
0.88
@farhansa4546
Mar 4, 2025
8:20 that vid with terrible stinky armpits lol
8:20 that vid with terrible stinky armpits lol
Crude joke referencing a specific timestamp in the video with no substantive immigration commentary.
Humor / Satire
0.88
HERNANCAMPOS-u6v
Feb 7, 2026
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Uses sarcastic irony to critique the video creator's apparent surprise at finding ethnic communities in their own neighborhoods, comparing to Italian neighborhoods.
d73gg91
Jan 28, 2026
“51st state” btw lol
“51st state” btw lol
Uses sarcastic reference to the '51st state' trope as ironic commentary on Canada-US relations.
@PatrixxxJ
Mar 4, 2025
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
Uses self-deprecating humor and laughter to react to being mentioned in the video, with a brief personal identity claim.
anngatwiri9975
Mar 1, 2026
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
Uses sarcastic mockery of Trump's intelligence and communication abilities as a joke about the speaker's presentation.
@Nathan-f8y4h
Mar 4, 2025
5:26 What a brave man 😂
5:26 What a brave man 😂
Sarcastic comment with emoji mocking someone in the video as 'brave,' using irony to critique their position.
Humor / Satire
0.88
vincenttop10
Mar 1, 2026
City call center scam 😂
City call center scam 😂
Brief humorous comment about call center scams using laughing emoji, pure comedic commentary.
Humor / Satire
0.88
tuxprod1777
Jan 27, 2026
Can you adopt New England? We don’t want to be part of the United States under Trump.
Can you adopt New England? We don’t want to be part of the United States under Trump.
Jocular request for Canada to annex New England, using ironic humor to express dissatisfaction with US politics.
@SunsetFirefly
Mar 4, 2025
Oof hate to see it. This probably makes maga super erect
Oof hate to see it. This probably makes maga super erect
Uses crude sarcasm and sexual innuendo to mock MAGA supporters' reaction to the trade war situation.
Humor / Satire
0.88
@bluestprotocol3972
Mar 4, 2025
holy based bicycle man
holy based bicycle man
Slang approval ('based') of a person or idea presented in the video, using casual internet vernacular.
Ryan-fs8fq
Jan 27, 2026
that statue looked like mr bean lol
that statue looked like mr bean lol
Joking observation comparing a statue to a celebrity, using humor to comment on the video content.
Humor / Satire
0.88
clare8932
Jan 27, 2026
Dump is NOT a smart man! If his IQ breaks 110 I'll eat my hat! But he won't take an IQ test, will he? Because he can't read!
Dump is NOT a smart man! If his IQ breaks 110 I'll eat my hat! But he won't take an IQ test, will he? Because he can't read!
Sarcastic insult of Trump's intelligence using exaggerated claims and humorous hyperbole about IQ and literacy.
Humor / Satire
0.88
@LtJackboot
Mar 4, 2025
Aussie here. We’re just keeping our heads down and hoping that Trump can’t find us on a map ?
Aussie here. We’re just keeping our heads down and hoping that Trump can’t find us on a map ?
Self-identified Australian using ironic humor about Trump's geographic knowledge and Australia's distance from US political conflict.
@Dinki-Di
Mar 4, 2025
I'm getting real Archie Bunker vibes from that dude on the bike. 🤣
I'm getting real Archie Bunker vibes from that dude on the bike. 🤣
Makes a cultural reference (Archie Bunker) with laughing emoji to humorously characterize someone in the video.
Humor / Satire
0.88
The_Isaiahnator
Jan 27, 2026
We call them timmigrants in these parts now days 🤣🤣
We call them timmigrants in these parts now days 🤣🤣
Uses wordplay ('timmigrants') and laughing emojis to make satirical commentary on immigration.
Humor / Satire
0.88
nathanalyward16
Jan 27, 2026
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
Humorously comments on a specific moment in the video, finding entertainment in someone's passionate delivery.
attache675
Jan 27, 2026
Singh Hortons is what Canadians call it.
Singh Hortons is what Canadians call it.
Makes a joking reference to Tim Hortons using a name-based pun ('Singh Hortons') to satirize demographic change.
Humor / Satire
0.88
homeserviceu
Jan 27, 2026
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)