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
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Humor / Satire
4,434 comments
Shout out Innada!😂
Shout out Innada!😂
Brief shout-out with laughing emoji, likely mocking or joking about a political figure or reference.
Humor / Satire
0.65
crus2334
Feb 7, 2026
That’s fair exchange no harm
That’s fair exchange no harm
Cryptic idiomatic phrase suggesting ironic or sarcastic commentary on a trade/political exchange.
Humor / Satire
0.65
@joemohan5079
Mar 4, 2025
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
Cryptic reference with slang ('Boyz in The Hoods', 'Keeeelan') appears to be sarcastic or joking commentary, possibly with identity-based undertones.
BIGDAVE5352
Jan 28, 2026
CNN & Castro Jr have something in common.
CNN & Castro Jr have something in common.
Cryptic sarcastic comparison between CNN and Trudeau suggesting shared negative qualities.
Humor / Satire
0.65
@theylivewesleep9607
Mar 4, 2025
Canada and Trudeau Choke on American _ _ _ _
Canada and Trudeau Choke on American _ _ _ _
Uses crude satire/innuendo to mock Canada and Trudeau's relationship with America.
@DiABETES_DaVE
Mar 4, 2025
Burry you looks like Mexican thoo
Burry you looks like Mexican thoo
A flippant, likely joking comment making an ethnic appearance comparison, mixing casual mockery with possible sarcasm.
sukhjitsingh9151
Jan 29, 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
Ya, the o ly intelligence he's spoken in 9yrs
Ya, the o ly intelligence he's spoken in 9yrs
Brief sarcastic comment praising a leader's intelligence statement with ironic tone.
Humor / Satire
0.65
@DebraPereversoff
Mar 4, 2025
Canada is but hurt
Canada is but hurt
Appears to be a play on words ('but hurt' likely for 'butthurt'), using informal sarcasm to dismiss Canada's position.
Humor / Satire
0.65
@akaashanovaTV
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
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
Major tarriff on touqs coming
Major tarriff on touqs coming
Appears to be a joking reference to tariffs on toques (Canadian hats), using wordplay and absurdist humor.
Humor / Satire
0.65
@waxman262
Mar 4, 2025
Don’t judge a book by his cover!
Don’t judge a book by his cover!
Brief idiomatic statement that appears to be ironic commentary on judging political figures.
Humor / Satire
0.65
@PodainaLand
Mar 4, 2025
I bet Trump will mention this in one of his conferences. Mark my words 😅
I bet Trump will mention this in one of his conferences. Mark my words 😅
Speculates humorously (with emoji) that Trump will reference this video, mixing prediction with sarcasm.
Dani-tl2ln
Jan 27, 2026
trump kins ave IQ 71
trump kins ave IQ 71
Mocking insult about Trump's intelligence using exaggerated formatting, intended as sarcastic attack.
Humor / Satire
0.65
@drdontpassone8164
Mar 4, 2025
They put one of their giant monkey demons in Houston , TX. Too
They put one of their giant monkey demons in Houston , TX. Too
Attempts sarcastic/absurdist humor with a derogatory reference to a specific group, though the meaning is unclear.
Pleebixx
Jan 27, 2026
AMERICAN RED DIRTY PRESS C N N IN TOTAL PANIC. A NEW SHERIFF HAS ARRIVED IN TOWN, TRUMP. ?????
AMERICAN RED DIRTY PRESS C N N IN TOTAL PANIC. A NEW SHERIFF HAS ARRIVED IN TOWN, TRUMP. ?????
Sarcastic commentary about media panic and Trump's arrival, mixing irony with meta-commentary about news coverage.
@et1161
Mar 4, 2025
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
Appears to be sarcastic/satirical commentary using wordplay ('PRETTI' and 'GOOD') about ICE agents, though intent is ambiguous.
jasonviking
Jan 27, 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
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)