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
US VOTER: “Uhhh, so you do this fella Trudeau is near the end of his term as Canada’s PM? I mean, if you all are done with him and all we could certainly use a …
US VOTER: “Uhhh, so you do this fella Trudeau is near the end of his term as Canada’s PM? I mean, if you all are done with him and all we could certainly use a guy like him in our executive branch “ ?? ??. \n BTW, I love Canadians. Hell, “ some of my best friends are Canadian.” None In the family of course-what would people say? But you know. This guy Trump is quite the hoser. How about you open up your borders just a pinch to let us sane Americans over? We don’t eat much and we’ll even pay for any medical expenses! Really we will. We’re use to it. How’s about like starting up an H1VFK visa. Yeah, you know-the Hey, I Voted For Kamala visa. Well, just think on it. You guys were there for us during Nam. You can do the human thing again. Cheers ?
Satirical US voter persona humorously requests Canadian asylum while praising Canadians and criticizing Trump, using irony and comedic exaggeration.
@doubleslit9513
Mar 4, 2025
Bro found the one autistic racist guy.
Bro found the one autistic racist guy.
Mocking dismissal of another commenter using sarcasm and insult, treating the opposing viewpoint as absurd rather than engaging substantively.
ARISQUATLE
Jan 27, 2026
Wow $420 per person. That’s amazing!!! ❤️
Wow $420 per person. That’s amazing!!! ❤️
Sarcastic comment using exaggerated praise and heart emoji to mock the financial assistance amount as inadequate.
Humor / Satire
0.85
dealman3312
Jan 19, 2026
Trump is such a clown!
Trump is such a clown!
Dismissive characterization of Trump as a 'clown' using casual, mocking language typical of satirical commentary.
Humor / Satire
0.85
@famandfun7772
Mar 4, 2025
Pull up, I’m sure he won’t say that at the oval office.
Pull up, I’m sure he won’t say that at the oval office.
Sarcastically suggests the speaker won't repeat their statement in a formal setting, implying skepticism about the sincerity of public statements.
Humor / Satire
0.85
@Sxsaddicts
Mar 4, 2025
Wow she REALLY got some work done. Must be tough competition between her and Noem for who best gargles trumps sack.
Wow she REALLY got some work done. Must be tough competition between her and Noem for who best gargles trumps sack.
The comment uses crude sarcasm and sexual innuendo as satirical criticism of a political figure, with meta-commentary about the video subject.
@Fern_kitsune
Feb 20, 2026
''Greatest country on earth''
''Greatest country on earth''
Sarcastic quotation marks around a patriotic phrase, likely mocking Canadian exceptionalism claims.
Humor / Satire
0.85
zeeeboss5811
Jan 27, 2026
They have a Trump Derangement Syndrome sports in Ontario 😂 @ 6:65
They have a Trump Derangement Syndrome sports in Ontario 😂 @ 6:65
Sarcastic political jab with emoji, mocking perceived political bias in Ontario.
Humor / Satire
0.85
i-am-frenchie2480
Jan 27, 2026
I think guy on the bike should be the next president of Canada 🇨🇦
I think guy on the bike should be the next president of Canada 🇨🇦
Jocular suggestion about a person on a bike becoming president, using emoji for comedic effect rather than serious political advocacy.
jbgeorge6539
Jan 27, 2026
5:30 I love this guy😂 He isn’t wrong I just love his way of speech.
5:30 I love this guy😂 He isn’t wrong I just love his way of speech.
Laughing emoji and praise for someone's speech style in the video, treating the content as entertaining rather than serious commentary.
DrawdownTrader
Jan 27, 2026
4:14 we don't have the poo eating ones😂
4:14 we don't have the poo eating ones😂
Uses crude humor and ethnic stereotyping as a joke, with an implied us-vs-them comparison about immigrant groups.
WERM619
Jan 27, 2026
Stupid pricks can’t even help but try to scam each other hahaha
Stupid pricks can’t even help but try to scam each other hahaha
Uses sarcastic, dismissive humor to mock people in the video rather than engaging substantively with immigration policy.
Humor / Satire
0.85
TuftMotherFluffer
Jan 27, 2026
PORTUGAL MENTIONED CARALHO!!!
PORTUGAL MENTIONED CARALHO!!!
Joking reaction to Portugal being mentioned in the video, using Portuguese exclamation.
gatueyes
Jan 27, 2026
A dunce named trump
A dunce named trump
Brief insulting characterization of Trump presented as dismissive commentary rather than substantive critique.
Humor / Satire
0.85
@THATCHRONIC
Mar 4, 2025
"Blame Ottawa" is such a simple trick and it works e-v-e-r-y-t-i-m-e.
"Blame Ottawa" is such a simple trick and it works e-v-e-r-y-t-i-m-e.
Uses sarcastic, ironic tone with stylized emphasis to mock a political rhetorical strategy ('Blame Ottawa').
@michaeldarling1759
Feb 20, 2026
can we gift Brampton to Trump for better trade deal?
can we gift Brampton to Trump for better trade deal?
Sarcastic proposal using absurdist humor to mock both the city and trade negotiations.
Humor / Satire
0.85
harryrei5951
Jan 27, 2026
Putin is so proud of his investment in the last U.S. election! Good work comrade Trump!
Putin is so proud of his investment in the last U.S. election! Good work comrade Trump!
Sarcastic jab using ironic praise ('Good work comrade') to mock Trump and suggest foreign interference, employing satire rather than literal claim.
@tgchism
Mar 4, 2025
I guess no one has played poker before.
I guess no one has played poker before.
Cryptic poker reference appears to be sarcastic commentary on the situation, using wordplay rather than direct statement.
Humor / Satire
0.85
@princessjewels78
Mar 4, 2025
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
Commenter finds humor in a specific moment from the video, praising someone's actions with casual, joking language.
Robvagab
Jan 27, 2026
I can’t be the only one who plays the game “spot a white person” while driving through Brampton 😂😂 shit is so bad now
I can’t be the only one who plays the game “spot a white person” while driving through Brampton 😂😂 shit is so bad now
Uses sarcastic humor about demographic change in Brampton while making an identity-based observation about racial composition.
AyC_97
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)