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
America's presumptive 51st state lol... Shots fired.
America's presumptive 51st state lol... Shots fired.
Uses joking/sarcastic language about Canada being America's 51st state as ironic commentary.
@c.w.k.n.5117
Mar 4, 2025
Hey, this guy ain’t so bad.\nMaybe he should be US President
Hey, this guy ain’t so bad.\nMaybe he should be US President
Uses ironic suggestion that a Canadian leader should be US president as backhanded compliment/satire.
@orbitaljellyfish808
Mar 4, 2025
Dear Mr. Trudeau. Although your presentation is articulate and to the point, I feel that you’re using too many words for the average MAGA American to comprehend. Here’s a sample; tariff bad, you pay too …
Dear Mr. Trudeau. Although your presentation is articulate and to the point, I feel that you’re using too many words for the average MAGA American to comprehend. Here’s a sample; tariff bad, you pay too much for stuff bought at Walmart.
Uses sarcasm and ironic simplification to mock Trump supporters' comprehension while critiquing Trudeau's approach.
@arobatto
Mar 4, 2025
The sooner Ukraine and Palestine cede their land the sooner Trump and Putin can build hotels there.
The sooner Ukraine and Palestine cede their land the sooner Trump and Putin can build hotels there.
Employs dark satire and conspiracy-adjacent humor suggesting Trump and Putin's ulterior motives regarding territorial disputes.
@Brutus-d2v
Mar 4, 2025
Trueadu finally puts on his big boy pants
Trueadu finally puts on his big boy pants
Uses sarcastic language ('big boy pants') to mock Trudeau's leadership, combining humor with implicit policy criticism.
@adambethel3439
Mar 4, 2025
100 bucks on Donald Trump reacting childish to that “Dumb” comment and start acting like “who’s di*k is bigger”(like a child would do)
100 bucks on Donald Trump reacting childish to that “Dumb” comment and start acting like “who’s di*k is bigger”(like a child would do)
Uses sarcasm and mockery to predict Trump's childish reaction to criticism, employing humorous commentary.
Humor / Satire
0.80
@gustavoalonsoramosrubio2440
Mar 4, 2025
the problem with Trump is he's like a big child along with his monkey Vance
the problem with Trump is he's like a big child along with his monkey Vance
Uses derisive humor and animal metaphors ('big child,' 'monkey') to mock Trump and Vance.
@mick12148
Mar 4, 2025
Trudeau, you're wrong. No way Trump is that smart
Trudeau, you're wrong. No way Trump is that smart
Uses sarcastic insult toward Trump disguised as disagreement with Trudeau, employing ironic commentary.
@attackofthewindmills
Mar 4, 2025
please don't say American tariffs say musk rat and chump
please don't say American tariffs say musk rat and chump
Uses sarcastic wordplay ('musk rat and chump') to mock political figures rather than engage substantively.
Humor / Satire
0.80
@genmanion2389
Mar 4, 2025
Well who’s ready for Canada to make America it’s next province ?
Well who’s ready for Canada to make America it’s next province ?
Uses sarcastic/joking tone suggesting Canada absorb the US as a province, likely mocking American politics.
@bobbyb927
Mar 4, 2025
I thought that pig was roasted?
I thought that pig was roasted?
Uses crude sarcastic/insulting humor comparing someone to a roasted pig, likely mocking a political figure.
Humor / Satire
0.80
@jagone5672
Mar 4, 2025
Hey, here’s a fun excersize, Google \n “ symptoms of narcissistic sociopathy”. Remind you of anybody?
Hey, here’s a fun excersize, Google \n “ symptoms of narcissistic sociopathy”. Remind you of anybody?
Uses sarcastic humor by suggesting readers look up narcissistic sociopathy symptoms, implying someone matches the diagnosis without naming them directly.
@davethompson9776
Mar 4, 2025
LOL...\n\nIn Canada... we have someone translate the French part.. He may be saying something new in the French part. \n\nYou guys can't afford a translator? Lol. The recessions already hit!
LOL...\n\nIn Canada... we have someone translate the French part.. He may be saying something new in the French part. \n\nYou guys can't afford a translator? Lol. The recessions already hit!
Uses sarcasm and jokes about translation services and recession, with secondary economic commentary.
@daves7199
Mar 4, 2025
Wish he was the fricken President. T Rump just exudes bitchassness.
Wish he was the fricken President. T Rump just exudes bitchassness.
Uses sarcastic insults and crude humor to criticize Trump while expressing preference for Canadian leadership.
@tretre3374
Mar 4, 2025
When he started talking to Doney, Trudeau starting using smaller words.
When he started talking to Doney, Trudeau starting using smaller words.
Sarcastic observation about Trudeau simplifying his language when speaking to Trump, mocking his communication style.
Humor / Satire
0.80
@KmanFishguy
Mar 4, 2025
LOL, I like how he didn't say President Trump , because no other President see him as a president but as a russian asset.
LOL, I like how he didn't say President Trump , because no other President see him as a president but as a russian asset.
Sarcastic joke about a political figure not being recognized as legitimate president, using ironic commentary.
@everythingfloridain8k638
Mar 4, 2025
The only thing Trump has done to Trudeau is make him look better. Canadians have been getting sick of him, but I wouldn't be surprised if seeing him respond in an eloquent and coherent manner …
The only thing Trump has done to Trudeau is make him look better. Canadians have been getting sick of him, but I wouldn't be surprised if seeing him respond in an eloquent and coherent manner while telling Trump to fuck around and find out wins him a lot of brownie points.
Commenter uses ironic humor to suggest Trump inadvertently improves Trudeau's political standing through contrast.
@yvaincallipso84
Mar 4, 2025
This is what you voted for my fellow Americans. A president who cares more about sucking Putin's dick and licking Elon's feet then he does about helping any of you in any way! Great job!!!
This is what you voted for my fellow Americans. A president who cares more about sucking Putin's dick and licking Elon's feet then he does about helping any of you in any way! Great job!!!
Uses crude sarcasm and exaggeration to mock Trump's priorities and criticize American voters' choice.
@ScottStathis
Mar 4, 2025
Zelensky just learned what FAFO means , Trudeau is going to find out soon.
Zelensky just learned what FAFO means , Trudeau is going to find out soon.
The comment uses sarcasm and the acronym 'FAFO' (Find Out For Oneself) to mockingly predict consequences for Trudeau's actions.
Humor / Satire
0.80
@BellSilver-q8i
Mar 4, 2025
Trump is a troglodyte.
Trump is a troglodyte.
Insulting characterization using hyperbolic language ('troglodyte') that functions as dismissive satire rather than substantive critique.
Humor / Satire
0.80
@vitordasilva545
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)