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
14:59 Never heard a Hindu say there's one God 😅
14:59 Never heard a Hindu say there's one God 😅
Lighthearted joke about Hindu religious beliefs with emoji indicating humorous intent.
Humor / Satire
0.92
omarsplaytimechannel
Oct 2, 2025
“Do I run?” “ya” 😭😭😭
“Do I run?”
“ya” 😭😭😭
Humorous reaction to a video moment with laughing emojis, unrelated to immigration substance.
Humor / Satire
0.92
Norvega64
Feb 25, 2026
taking business calls he said LUL
taking business calls he said LUL
Mocking comment about video content, using internet slang 'LUL' to express amusement at a specific moment.
Humor / Satire
0.92
canfran8788
Jan 29, 2026
M.A.S.H. instead of M.A.G.A MASH stands for make america a sh**hole…
M.A.S.H. instead of M.A.G.A MASH stands for make america a sh**hole…
Uses wordplay and acronym inversion (MASH vs MAGA) to satirically critique American political messaging.
Humor / Satire
0.92
@accidentalfarmer1877
Mar 4, 2025
Donald!\nSir?\n*_Nope!!_*
Donald!\nSir?\n*_Nope!!_*
Brief comedic dialogue format mocking Trump's decision-making through absurdist humor.
Humor / Satire
0.92
@Zapp77777
Mar 4, 2025
Driving was terrible thats why hes biking 😂
Driving was terrible thats why hes biking 😂
Light-hearted joke about someone's driving skills, using emoji to signal comedic intent.
Humor / Satire
0.91
nielbonch
Feb 4, 2026
Speaking logic to Trump. Get a response like: “why is your tie green?!”
Speaking logic to Trump. Get a response like: “why is your tie green?!”
Uses absurdist humor to mock Trump's inability to engage with logical arguments, suggesting he responds irrationally.
Humor / Satire
0.91
@GR--cy3pj
Mar 4, 2025
If only we could import some of your politeness to instill in our government officials—we would wholeheartedly pay the 25% tariff on it!
If only we could import some of your politeness to instill in our government officials—we would wholeheartedly pay the 25% tariff on it!
Uses ironic, joking tone to contrast Canadian politeness with American government behavior while accepting tariff consequences.
@BNFaraj-vy9zh
Mar 4, 2025
Trade beef = rap beef
Trade beef = rap beef
Uses slang metaphor comparing trade disputes to rap battles, employing humor and irony.
Humor / Satire
0.90
@teawithtanaka8403
Mar 4, 2025
The state of the world right now reminds me of my parking lot at work.....just an absolute shit show
The state of the world right now reminds me of my parking lot at work.....just an absolute shit show
Uses humorous analogy comparing world events to a chaotic parking lot as satirical commentary.
Humor / Satire
0.90
@tombob4002
Mar 4, 2025
😂😂 Canadian are chill go back to the south
😂😂 Canadian are chill go back to the south
Uses joking tone and emoji to make a lighthearted comparative comment about Canadian temperament.
Humor / Satire
0.90
carolannfiesn
Feb 11, 2026
Hhh greatest country on earth good one buddy
Hhh greatest country on earth good one buddy
Sarcastic dismissal of Canada as 'greatest country on earth,' using irony to critique the nation.
Humor / Satire
0.90
ghaithgh7729
Feb 26, 2026
The real crime here is wearing a Yankees hat in Canada.
The real crime here is wearing a Yankees hat in Canada.
Joking comment that deflects from immigration topic by sarcastically criticizing a fashion choice visible in the video.
Humor / Satire
0.90
DEEZERNUTZER
Jan 28, 2026
Thank you for calling Apple tech support
Thank you for calling Apple tech support
Makes a sarcastic joke about the video being tech support spam, likely referencing common YouTube comment stereotypes.
BK-pt4vy
Jan 28, 2026
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
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
12:29 😂😂😂😂 I wonder what he thought when seeing that picture 😂😂.
12:29 😂😂😂😂 I wonder what he thought when seeing that picture 😂😂.
Uses multiple laughing emojis and speculates humorously about a reaction to a specific video moment.
FariesWearBoots
Jan 27, 2026
Bro said “bie”😭
Bro said “bie”😭
Mocking commentary on speaker's pronunciation or speech pattern, using emoji to indicate joking tone.
Humor / Satire
0.90
Perezkillem
Jan 28, 2026
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
HAHAHAHAHAHHAAHHAHAA
HAHAHAHAHAHHAAHHAHAA
Laughter-only comment expressing amusement or mockery without substantive content.
Humor / Satire
0.90
@Meowdy2004
Mar 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)