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
MAKE AMERICA GREAT BRITAIN AGAIN !?
MAKE AMERICA GREAT BRITAIN AGAIN !?
Satirical play on Trump's 'Make America Great Again' slogan applied to Britain, using ironic wordplay for comedic effect.
Humor / Satire
0.90
@mike123777ify
Mar 4, 2025
I so want to be an ostrich right now
I so want to be an ostrich right now
Metaphorical expression using ostrich imagery to satirically comment on avoidance or denial of current events.
Humor / Satire
0.90
@MarianaMartinez-i4q
Mar 4, 2025
Trump is doing a great job, so Putin should elect him as employee of the month !!
Trump is doing a great job, so Putin should elect him as employee of the month !!
Sarcastic joke implying Trump is Putin's puppet by suggesting Putin should reward him as 'employee of the month.'
Humor / Satire
0.90
@hectorli9707
Mar 4, 2025
Just put a mask over this guy's face .and yake him to Starbucks
Just put a mask over this guy's face .and yake him to Starbucks
Uses absurdist humor and sarcasm (masking someone and taking them to Starbucks) to mock a political figure.
Humor / Satire
0.90
@wha530
Mar 4, 2025
Another amazing L for Trump.
Another amazing L for Trump.
Uses casual slang ('L' meaning loss) to mock Trump in a lighthearted, sarcastic manner.
Humor / Satire
0.90
@KevinJamesVideo
Mar 4, 2025
beef has gone from Kendrick vs. Drake to Trump vs. Trudeau
beef has gone from Kendrick vs. Drake to Trump vs. Trudeau
Uses humorous comparison between a music rivalry and the Trump-Trudeau conflict.
Humor / Satire
0.90
@ahmedkamil7094
Mar 4, 2025
Cut power at 9:00 for the skunk show lmao
Cut power at 9:00 for the skunk show lmao
Joking reference to a skunk show unrelated to immigration policy, using casual humor.
Humor / Satire
0.90
@benjylamb3711
Mar 4, 2025
*surprised Pikachu face
*surprised Pikachu face
Uses the 'surprised Pikachu' meme format as ironic commentary on the video content.
Humor / Satire
0.90
nomadchad8243
Feb 18, 2026
Hey Donny! Look...no teleprompter!...
Hey Donny! Look...no teleprompter!...
Sarcastic jab at Trump's reliance on teleprompters, using ironic commentary as political criticism.
Humor / Satire
0.90
@carguy99
Mar 4, 2025
Trump is not dumb… he’s a dumb fuck!!!???
Trump is not dumb… he’s a dumb fuck!!!???
Sarcastic wordplay that repeats and exaggerates an insult for comedic effect.
Humor / Satire
0.90
@ljubomirnovakovic8537
Mar 4, 2025
Mélanie Joly's mascara is much better than JD Vance's.
Mélanie Joly's mascara is much better than JD Vance's.
Joking comparison of appearance between Canadian and American political figures, unrelated to substantive policy.
Humor / Satire
0.90
@LeGuyLachance
Mar 4, 2025
ICE ICE BABY
ICE ICE BABY
Pop culture reference ('Ice Ice Baby') used as ironic commentary on ICE/immigration enforcement discussion.
Humor / Satire
0.90
Transparency24
Feb 18, 2026
All I heard was steak ? ?
All I heard was steak ? ?
Humorous comment suggesting the speaker only focused on steak, using sarcasm to critique the speech content.
@barrystock7526
Mar 4, 2025
The only lie he told here is that Donald is a “very smart guy”.
The only lie he told here is that Donald is a “very smart guy”.
Sarcastic joke dismissing Trump's intelligence while appearing to agree with a characterization.
Humor / Satire
0.90
@MoviesGamesMusic
Mar 4, 2025
HOW DARE Trudeau admonish the World Champion of doing Dumb Things ?!?
HOW DARE Trudeau admonish the World Champion of doing Dumb Things ?!?
Uses ironic capitalization and sarcastic tone ('HOW DARE', 'World Champion of doing Dumb Things') to mock political figures.
Humor / Satire
0.90
@JoeSmith-cy9wj
Mar 4, 2025
finally...ppl will believe me brampton is a real place lolol
finally...ppl will believe me brampton is a real place lolol
Joking comment about Brampton being recognized as a real place, using ironic humor about the city's visibility.
Humor / Satire
0.90
Saibotrons
Jan 27, 2026
As an American, I just want my fellow Americans to know that even Canadians don’t want Justin Trudeau. The guy’s like a malfunctioning AI chatbot—spitting out pre-programmed nonsense nobody asked for while the crowd collectively …
As an American, I just want my fellow Americans to know that even Canadians don’t want Justin Trudeau. The guy’s like a malfunctioning AI chatbot—spitting out pre-programmed nonsense nobody asked for while the crowd collectively checks their watches. He’s the political version of a participation trophy: loud, useless, and only still around because no one’s taken out the trash yet. Watching him talk smack to cameras is like watching a mime in a hurricane—pointless, painful, and embarrassing for everyone involved.
Extended satirical critique using absurdist metaphors and exaggeration to mock a political leader.
@protonme
Mar 4, 2025
Say we are fucked without saying we are fucked
Say we are fucked without saying we are fucked
Uses ironic wordplay and sarcasm to express pessimism about the situation without stating it directly.
Humor / Satire
0.90
@wizardcowboyailen
Mar 4, 2025
Pppphhhhhtttttt!
Pppphhhhhtttttt!
Onomatopoeia expressing dismissive/mocking sentiment without substantive content.
Humor / Satire
0.90
@CamMcB
Mar 4, 2025
The only lie he said is that Donald is a smart man.
The only lie he said is that Donald is a smart man.
Sarcastic joke implying the speaker made a false claim about Trump's intelligence.
Humor / Satire
0.90
@shermansmith8356
Mar 4, 2025
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)