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
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
Tramp just called dumb Justin got some steel balls?
Tramp just called dumb Justin got some steel balls?
Uses sarcasm and name-calling (misspelling 'Trump') to mock Trudeau's response, with satirical tone questioning his toughness.
@AKD395
Mar 5, 2025
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
Pay up Canada ?
Pay up Canada ?
Brief, cryptic statement with emoji suggesting sarcastic or joking commentary about financial demands.
Humor / Satire
0.65
@kammy205
Mar 5, 2025
Burn ? Dollars , Buy Euro ?.
Burn ? Dollars , Buy Euro ?.
Cryptic comment with fire emoji and currency references appears to be sarcastic commentary on economic/financial matters.
Humor / Satire
0.65
@vad1353
Mar 4, 2025
Da niga driving tuk tuk in Canada lmao 🤣
Da niga driving tuk tuk in Canada lmao 🤣
Joking comment with emoji about an immigrant worker, using humor though with potentially offensive language.
Humor / Satire
0.65
cyberdragon9826
Feb 28, 2026
That's dum ass Trump
That's dum ass Trump
Dismissive insult phrased colloquially; likely intended as sarcastic criticism rather than substantive argument.
Humor / Satire
0.65
@naugthybynature6877
Mar 4, 2025
why dont you be out president justin
why dont you be out president justin
Flippant suggestion that Trudeau become U.S. president, likely intended as sarcastic commentary on political leadership.
Humor / Satire
0.65
@linablue-ou1js
Mar 4, 2025
It’s about fecken time…
It’s about fecken time…
Colloquial expression of frustration using mild profanity and sarcasm, expressing exasperation rather than substantive argument.
Humor / Satire
0.65
marcusaetius9309
Feb 18, 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
Ever notice that Kevin McCarthy and Trudeau talk the same way ? Creepy !
Ever notice that Kevin McCarthy and Trudeau talk the same way ? Creepy !
Makes a sarcastic observation comparing McCarthy and Trudeau with an unsubstantiated 'creepy' insinuation presented as humor.
@PingPong-yo3rj
Mar 4, 2025
Blud love to choke on indian dick
Blud love to choke on indian dick
Crude sexual joke using slang, appears to be provocative humor rather than substantive commentary.
Humor / Satire
0.65
BooriBooriZaemon5
Jan 27, 2026
Nice hand jesters been watching newsom?
Nice hand jesters been watching newsom?
Sarcastic reference to hand gestures and a political figure, likely mocking the speaker's mannerisms.
@k.k.marriott5901
Mar 4, 2025
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
Bramladesh!!
Bramladesh!!
Appears to be a joking or sarcastic reference to a place name, likely mocking or parodying something from the video.
Humor / Satire
0.65
ozzyjr32
Sep 20, 2025
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
This is big some thing you all do not have in donald duck trump wack wack you cant even eat this peace shit.
This is big some thing you all do not have in donald duck trump wack wack you cant even eat this peace shit.
Incoherent satirical jab at Trump using wordplay ('donald duck trump wack wack') and absurdist humor about eating.
Humor / Satire
0.65
@kennethkult7681
Mar 4, 2025
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
….just an few millimeters to the right…just an few millimeters to the right….now look where we’re at…..
….just an few millimeters to the right…just an few millimeters to the right….now look where we’re at…..
Cryptic repetitive phrase appears to be sarcastic commentary, possibly mocking a previous argument or video content with ironic understatement.
@avivd9291
Mar 4, 2025
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
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)