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
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Absurdist joke referencing the 'Sir, this is a Wendy's' meme, likely mocking the tone or content of another commenter.
AngelRodriguez-l7n
Feb 14, 2026
Buddy on the bike holy shit lmfaoooooo
Buddy on the bike holy shit lmfaoooooo
Laughing reaction to a video moment ('buddy on the bike'), expressing amusement through casual slang and laughter.
Humor / Satire
0.90
pyrogaming5071
Jan 28, 2026
Bike guy is my spirit animal.
Bike guy is my spirit animal.
Lighthearted comment expressing affinity with a video moment using casual humor ('spirit animal').
Humor / Satire
0.90
snafu4696
Jan 28, 2026
Orange manbaby crying in the corner....!!!!!!!!!!!
Orange manbaby crying in the corner....!!!!!!!!!!!
Mocking, sarcastic characterization of Trump using derisive language and excessive punctuation.
Humor / Satire
0.90
@izakcelliers7307
Mar 4, 2025
Bro that guy on the bike was nuclear 😂😂
Bro that guy on the bike was nuclear 😂😂
Casual slang comment praising someone in the video using exaggerated language and emojis.
MrCareNot
Jan 28, 2026
Wow scammers scam. Water is wet.
Wow scammers scam.
Water is wet.
Dismissive sarcasm using clichéd phrases to mock the obviousness of scam-related commentary.
Humor / Satire
0.90
The_Inquisitive_Inquisitor
Oct 23, 2025
The Dude on the bike... 🤣🤣🤣🤣
The Dude on the bike... 🤣🤣🤣🤣
Laughing emoji reaction to a specific moment in the video, expressing amusement without substantive argument.
Humor / Satire
0.90
theboiballincollig
Feb 24, 2026
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Uses absurdist scatological humor to mock or satirize Indian immigration discourse.
Humor / Satire
0.90
ChronicalFactoryX
Jan 27, 2026
Coming right up sar
Coming right up sar
Sarcastic one-liner using 'sar' (stereotypical accent mockery) as ironic commentary, likely responding to the video's content.
Humor / Satire
0.90
salesir6502
Jan 27, 2026
9:00 "they walk naked" says the guy standing without any clothes on... 😂
9:00 "they walk naked" says the guy standing without any clothes on... 😂
Uses ironic humor to mock a video speaker's hypocrisy, pointing out a contradiction in their argument.
StreetScholar
Oct 9, 2025
0:34 we found who pooped on the bus
0:34 we found who pooped on the bus
Comment makes a crude joke referencing a video moment, using humor to mock someone.
Humor / Satire
0.90
IM-vi6je
Jan 28, 2026
We are so scared of Canada… that was a Joke???????
We are so scared of Canada… that was a Joke???????
Uses sarcasm and irony to mock the idea that Canada poses a threat to the US, marked by the explicit 'that was a Joke' clarification.
Humor / Satire
0.90
@xJNYC
Mar 4, 2025
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
Mocking parody of immigration requests using stereotypical phrasing and tone.
Humor / Satire
0.90
tjblackmore7863
Jan 28, 2026
Trump gettin' roasted
Trump gettin' roasted
Casual, joking reference to Trump being criticized or mocked in the video.
Humor / Satire
0.90
@ironhawk70
Mar 4, 2025
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Satirical/absurdist joke about Indian demographic dominance in Canada, using exaggeration for comedic effect.
ShubhamSingh-jk2qz
Feb 14, 2026
A true leader. When Trump talks, fourth graders giggle.
A true leader. When Trump talks, fourth graders giggle.
Uses sarcastic mockery comparing Trump's speech to fourth-grade level humor.
Humor / Satire
0.90
@SM-ev3pv
Mar 4, 2025
No more Canadian Bacon ?
No more Canadian Bacon ?
Joking reference to Canadian bacon in context of trade tensions, using wordplay for comedic effect.
Humor / Satire
0.90
@JorgeChicago1
Mar 4, 2025
One word, ice 😂
One word, ice 😂
Single-word joke with laughing emojis, likely mocking or making light of the video content.
Humor / Satire
0.90
Bootzko1738
Feb 14, 2026
6:46 holy shit y'all a Indian women who knows the driving rules and follows them. That's a unicorn y'all
6:46 holy shit y'all a Indian women who knows the driving rules and follows them. That's a unicorn y'all
Uses ironic humor and exaggeration ('unicorn') to mock stereotypes about Indian women drivers.
Humor / Satire
0.90
troygarza5720
Jan 27, 2026
Mutahar blowin steam out of his ears like a looney toon character with this one. 🙏🏼
Mutahar blowin steam out of his ears like a looney toon character with this one. 🙏🏼
Uses sarcastic humor and cartoon imagery to mock the video creator's emotional reaction.
The.Nasty.
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)