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
"But saaaar"
"But saaaar"
Quoted phrase in sarcastic tone, likely mocking a stereotypical accent or speech pattern for comedic effect.
Humor / Satire
0.80
AlwaysTheNose
Jan 27, 2026
Karma for supporting khalistanis 😂
Karma for supporting khalistanis 😂
Sarcastic/mocking tone using emoji to ridicule a political group, blending satire with identity-based criticism.
AM-SD
Jan 27, 2026
Buddy in the Nike sweater is never leaving Canada
Buddy in the Nike sweater is never leaving Canada
Joking observation about someone's appearance and presumed behavior, light comedic tone.
Humor / Satire
0.80
turdferguson296
Jan 27, 2026
i am surprised Sidhu never asked why is a white guy trying to smuggle himself into the USA? I hope you thanked Krishna for keeping you safe! :)
i am surprised Sidhu never asked why is a white guy trying to smuggle himself into the USA? I hope you thanked Krishna for keeping you safe! :)
Uses sarcasm and ironic commentary about the video content and creator, with religious references for comedic effect.
kbenk108
Jan 27, 2026
Thanks for coming to Canada, the china's new province full of indians.
Thanks for coming to Canada, the china's new province full of indians.
Sarcastic comment using geopolitical framing (China's province) and demographic anxiety as ironic commentary.
toolinedc
Jan 27, 2026
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
Uses humor and mockery to critique racist statements, employing sarcasm and playful language to challenge a discriminatory claim.
vibezwithkk9331
Jan 27, 2026
3:45 lmaooo
3:45 lmaooo
Timestamps a specific moment with laughter, indicating amusement at a particular video segment.
Itsterling
Jan 27, 2026
Bro you never played that game never mind had $100 of it.😂
Bro you never played that game never mind had $100 of it.😂
Joking accusation about the video creator's credibility or gaming experience, using sarcasm and emoji.
Greavezstar87
Jan 27, 2026
So now we're gonna use AI!! 😂
So now we're gonna use AI!! 😂
Expresses skepticism about AI use through sarcastic tone and laughing emoji.
Humor / Satire
0.80
christianmbenjamin
Jan 22, 2026
He's so convinced they are all business owners 😂😂
He's so convinced they are all business owners 😂😂
Mocking commentary on the video subject's claims about immigrant business ownership, using laughter emojis to signal ironic skepticism.
triclaw2010
Jan 27, 2026
But f Trump, amirite?
But f Trump, amirite?
A sarcastic aside using colloquial language and rhetorical question to inject political commentary humorously.
Humor / Satire
0.80
joshuaperry4112
Jan 22, 2026
Bike man dgaf, he’s gonna call it like he sees it 😂
Bike man dgaf, he’s gonna call it like he sees it 😂
Approving, humorous commentary about the video subject's outspoken behavior using casual slang and emoji.
WillyLee23
Jan 27, 2026
The guy on the bike need a podcast 😂
The guy on the bike need a podcast 😂
Joking suggestion that the video subject should start a podcast, using humor to comment on the content.
jancarlosmartinez3237
Jan 27, 2026
14:18 , Portugal, represent. Lol.
14:18 , Portugal, represent. Lol.
Lighthearted comment with 'lol' referencing Portugal and using laughing tone, combining geographic comparison with humor.
internetmentoring
Jan 27, 2026
Mercenaries. This is like aliens making a video about people from earth and getting mad that humans are KKK.
Mercenaries. This is like aliens making a video about people from earth and getting mad that humans are KKK.
Uses absurdist analogy and sarcasm to critique the video creator's perspective, implying hypocrisy through ironic comparison.
dh00mketu
Jan 27, 2026
The timmigrants
The timmigrants
Wordplay combining 'Tim Hortons' and 'immigrants' as a satirical jab at Canadian immigration.
Humor / Satire
0.80
dougefresh8029
Jan 27, 2026
0:56 ..Yeah we all aspire to be morbidly obese with no Healthcare
0:56 ..Yeah we all aspire to be morbidly obese with no Healthcare
Uses sarcastic commentary comparing Canada unfavorably to another country (implied US reference) through ironic critique of health outcomes.
HatimNaju-db6qj
Jan 27, 2026
Pooonjab🤣😅😅😅
Pooonjab🤣😅😅😅
Phonetic spelling of 'Punjab' with laughing emojis, using humor to reference Punjabi immigration.
Fahimkarranikhan
Jan 27, 2026
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Uses humor and self-deprecating jokes while critiquing overgeneralizations about Africa, with a lighthearted tone.
Ita_3neetee
Jan 27, 2026
"the black plague" but its also stinky😭
"the black plague" but its also stinky😭
Darkly ironic comparison to historical plague using crude stereotypes, presented as mocking commentary.
EricCheng-q8x
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)