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
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
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
Life goes on Americans people winning Americans first other countries last hahaha thanks president Trump ??
Life goes on Americans people winning Americans first other countries last hahaha thanks president Trump ??
Uses sarcastic tone ('hahaha') to mock nationalist 'America First' sentiment while expressing support for Trump.
@littlearielplaytime4896
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
Crime fuels liberal party 😐😑😐🙉🙊🙈🖕😠🖕
Crime fuels liberal party 😐😑😐🙉🙊🙈🖕😠🖕
Sarcastic/dismissive comment using emoji to mock political party, blending humor with political critique.
Humor / Satire
0.65
jamesking1495
Oct 2, 2025
Trudeau is a ?
Trudeau is a ?
The incomplete question with a question mark appears to be sarcastic commentary, likely expressing criticism through rhetorical questioning rather than seeking genuine information.
@superninja8806
Mar 4, 2025
America great again yay
America great again yay
Brief, sarcastic expression of support for Trump's 'Make America Great Again' slogan with minimal substantive content.
@flutter8712
Mar 4, 2025
Trump smart. Trump make money. U u a a ?
Trump smart. Trump make money. U u a a ?
Incoherent, fragmented statement with nonsensical elements ('U u a a ?') suggesting satirical or absurdist commentary.
Humor / Satire
0.65
@5erTurbo
Mar 4, 2025
Hello, my name is Levon. Can you go to Armenia please?
Hello, my name is Levon. Can you go to Armenia please?
Cryptic, seemingly sarcastic comment redirecting someone to another country in a joking manner.
Humor / Satire
0.65
MKlevon
Feb 15, 2026
YEET THE JEET
YEET THE JEET
Appears to be a derogatory slur or ethnic joke using wordplay, combining satire with identity-based framing.
Embauss
Jan 27, 2026
Yeet the Jeets.
Yeet the Jeets.
Slang phrase that appears to be sarcastic/derogatory commentary, mixing humor with ethnic targeting.
Christo_glenn
Sep 29, 2025
It's called Karma, it keeps giving no matter how long.😅😅
It's called Karma, it keeps giving no matter how long.😅😅
Cryptic comment using karma reference with laughing emojis, appears to be sarcastic commentary on consequences.
Humor / Satire
0.65
Mr4567891975
Feb 26, 2026
homie with the orange vest is the one with the low IQ lmao
homie with the orange vest is the one with the low IQ lmao
Mocking insult presented as a joke, with implicit ethnic/identity targeting.
Rodericken
Jan 27, 2026
Your paganism will get you nowhere except paganing to cow shit
Your paganism will get you nowhere except paganing to cow shit
Absurdist, nonsensical insult mixing religious and scatological references suggests sarcastic or trolling intent rather than literal argument.
ShinraSibu
Jan 27, 2026
Why do I smell something?
Why do I smell something?
Cryptic rhetorical question likely intended as sarcastic or joking commentary, though meaning is ambiguous.
Humor / Satire
0.65
VladimirVladimirov-he1rp
Jan 27, 2026
lol go crawl under a rock
lol go crawl under a rock
Dismissive joke/taunt directed at another commenter rather than substantive engagement.
Humor / Satire
0.65
@sammieg8641
Mar 4, 2025
Oh god, the poop festival is back!
Oh god, the poop festival is back!
Uses crude humor and sarcasm to mock anticipated negative/xenophobic comments, though the tone suggests underlying concern.
davidschmidt2081
Jan 27, 2026
Looks like a sausage fest city.
Looks like a sausage fest city.
Brief, oblique comment that appears to be a joke or crude observation about the video's visual content.
Humor / Satire
0.65
BOMBON187
Jan 27, 2026
Who wants to play cowboys and indians?
Who wants to play cowboys and indians?
Appears to be a joking reference to a children's game, possibly with ironic undertones given the video context.
Humor / Satire
0.65
jamesbennett5189
Jan 29, 2026
Le ku kus klan en vélo est à gerbé .
Le ku kus klan en vélo est à gerbé .
Appears to be sarcastic/joking commentary mixing French slang with crude imagery, likely mocking extremist rhetoric rather than endorsing it.
pompim2
Feb 22, 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)