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
Trump tantrums
Trump tantrums
Sarcastic, dismissive characterization of Trump's behavior using the term 'tantrums' as ironic commentary.
Humor / Satire
0.80
@geraldpayumo8396
Mar 4, 2025
Just a bunch of bootlickers in the USA now!
Just a bunch of bootlickers in the USA now!
Sarcastic jab using 'bootlickers' as ironic commentary, comparing Canada unfavorably to the USA in a mocking tone.
@thc35
Mar 4, 2025
Thank you MAGA. You voted for this stupid circus.
Thank you MAGA. You voted for this stupid circus.
Sarcastic blame directed at MAGA voters, using ironic language to criticize political choices.
@titansfan4215
Mar 4, 2025
Harsh language?!?!?! WTF lady? I thought this was the nicest way he could have said it.
Harsh language?!?!?! WTF lady? I thought this was the nicest way he could have said it.
Uses sarcasm to critique the characterization of Trudeau's language as harsh, implying it was appropriately firm.
@bradlyely
Mar 4, 2025
All of a sudden. Everyone thinks Trudeau is wonderful after all hes done to Canada. Lol
All of a sudden. Everyone thinks Trudeau is wonderful after all hes done to Canada. Lol
Uses sarcasm ('Lol') to critique Trudeau's reputation and past actions, implying hypocrisy in public perception.
@nancymcfarland5421
Mar 4, 2025
Hey Trump,Melania is watching. Love the part where he started speaking French ❤
Hey Trump,Melania is watching. Love the part where he started speaking French ❤
Joking comment about a political figure's spouse watching and playful observation about French language use, employing light humor.
@albertomalnati4966
Mar 4, 2025
HAHAHAHAHA\nwhat a complete moron. complete, fuggin, idiot. i can at least thank trump for the long overdue stock market correction and hopefully interest level maintainance? although its by accident ill take what i can get …
HAHAHAHAHA\nwhat a complete moron. complete, fuggin, idiot. i can at least thank trump for the long overdue stock market correction and hopefully interest level maintainance? although its by accident ill take what i can get from these tards.
Uses crude humor and sarcasm to mock political leadership while acknowledging accidental economic benefits.
@peteypobbs8065
Mar 4, 2025
245 more days of FAAFO???
245 more days of FAAFO???
Uses ironic acronym (FAAFO) and countdown format as satirical commentary on political situation.
Humor / Satire
0.80
@BeatsbyLegend
Mar 4, 2025
Ohh boo hoo ?
Ohh boo hoo ?
Dismissive, sarcastic response mocking emotional reactions to the topic.
Humor / Satire
0.80
@lynengels1021
Mar 4, 2025
Lol. Yall that love this guy so much should move to Canada. Seriously, just head north you will find it.
Lol. Yall that love this guy so much should move to Canada. Seriously, just head north you will find it.
Sarcastic joke suggesting supporters move to Canada, using ironic tone to mock the speaker.
@jeromecollins6447
Mar 4, 2025
It's crazy how trumps lunacies brought the rest of the world closer together. There is always beauty in the dark
It's crazy how trumps lunacies brought the rest of the world closer together. There is always beauty in the dark
Uses ironic commentary about Trump's negative impact paradoxically bringing unity, with a philosophical tone.
@panamera0607
Mar 4, 2025
Trudeau wouldn't lie, so he had to quote WSJ to qualify Trump as 'smart'. So telling and frankly, deserved.
Trudeau wouldn't lie, so he had to quote WSJ to qualify Trump as 'smart'. So telling and frankly, deserved.
Uses sarcasm about Trudeau's credibility and makes a backhanded comparison between Canadian and American leaders.
@yannickletourneau7231
Mar 4, 2025
Come to the EU :)))
Come to the EU :)))
Lighthearted invitation for Canada to join the EU, using humor to express solidarity and suggest an alternative alliance.
@Foolsgarden97
Mar 4, 2025
Blame Canada! Blame Canada! You've abused the US for the LAST TIME! LOL. I can agree with one thing he said. Putin is a lying murderous dictator.
Blame Canada! Blame Canada! You've abused the US for the LAST TIME! LOL. I can agree with one thing he said. Putin is a lying murderous dictator.
Opens with a joking reference ('Blame Canada' song), then shifts to partial agreement with Trudeau's criticism of Putin, mixing satire with moral condemnation.
@citrinehills7131
Mar 4, 2025
I like how he dumbed it down for Dictator Don.
I like how he dumbed it down for Dictator Don.
Uses sarcasm to mock Trump's intelligence and communication abilities.
Humor / Satire
0.80
@silverriver7866
Mar 4, 2025
Haha how he purposely reduced his vocabulary when directly addressing Trump ?
Haha how he purposely reduced his vocabulary when directly addressing Trump ?
Ironic observation about deliberate communication style adjustment, using humor to critique speaker's approach.
@dudleywins
Mar 4, 2025
Girl??????????????musk called him GIRL?????????????????????
Girl??????????????musk called him GIRL?????????????????????
Sarcastically highlights Musk's gendered insult toward Trudeau with exaggerated punctuation, mocking the attack.
@imalwaysrite123
Mar 4, 2025
An hour later he was crying to to Trump begging for a deal
An hour later he was crying to to Trump begging for a deal
Uses sarcastic, mocking tone to criticize Trudeau's negotiating position with Trump through exaggerated imagery.
Humor / Satire
0.80
@JackpotWarrior
Mar 4, 2025
Dear Mr Trudeau, can you be our president?
Dear Mr Trudeau, can you be our president?
Sarcastically addresses Trudeau as if he could be US president, implying admiration through ironic flattery.
Humor / Satire
0.80
@patriciamastrobuoni5013
Mar 4, 2025
Meanwhile we got Biff talking about McDonald's and Gold shoes \n\nOh how far have we fallen
Meanwhile we got Biff talking about McDonald's and Gold shoes \n\nOh how far have we fallen
Uses sarcastic, mocking tone about U.S. political leadership and decline, employing ironic commentary.
@lastrellpoet9331
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)