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
It’s the most MANLY I ever seen him talk in 8 years….. he still has to go lol.
It’s the most MANLY I ever seen him talk in 8 years….. he still has to go lol.
Backhanded compliment using ironic praise of Trudeau's 'manliness' while still calling for his removal.
Humor / Satire
0.80
@danino66
Mar 4, 2025
All of US: Send a text message to dementia don every day. What's the price of egg today in America ? Egg gate.
All of US: Send a text message to dementia don every day. What's the price of egg today in America ? Egg gate.
Uses sarcastic humor and wordplay ('Egg gate') to mock political discourse and cognitive decline allegations.
Humor / Satire
0.80
@GREGGRCO
Mar 4, 2025
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
Uses sarcasm and ironic reference to Trudeau's past blackface controversy to mock his authority and credibility.
@icouce
Mar 4, 2025
Poor Donald, everyone he wanted to attack just buries him.
Poor Donald, everyone he wanted to attack just buries him.
Mocking commentary using ironic language to criticize the subject's failed attempts to attack others.
Humor / Satire
0.80
@futurama420
Mar 4, 2025
Sorry, smart is something that Donald never was and still not is - idiot has no reading comprehension and thus makes stuff up on a go
Sorry, smart is something that Donald never was and still not is - idiot has no reading comprehension and thus makes stuff up on a go
Uses sarcasm and insult-based humor to mock Trump's intelligence and comprehension abilities.
Humor / Satire
0.80
@blackgenesis7472
Mar 4, 2025
Trudeau for US PRESIDENT!
Trudeau for US PRESIDENT!
Absurdist suggestion that a Canadian PM run for US president, likely intended as ironic commentary on cross-border politics.
Humor / Satire
0.80
@vrico80
Mar 4, 2025
Speaking from USA … can we swap leaders, please ?
Speaking from USA … can we swap leaders, please ?
Humorous request to swap leaders between USA and Canada, using ironic tone to critique both governments.
@mattwells8832
Mar 4, 2025
I wonder if he called Donald an idiot in french too.
I wonder if he called Donald an idiot in french too.
Joking reference to Trudeau's alleged French-language insult, using humor to critique his behavior.
@Life_Is_A...
Mar 4, 2025
Truckers and farmers for Truedough ........not
Truckers and farmers for Truedough ........not
Sarcastic dismissal of truckers/farmers supporting Trudeau, using ironic tone ('not').
@davebadingo4468
Mar 4, 2025
HAS ANYBODY TALKED TO PRESIDENT MUSK ?
HAS ANYBODY TALKED TO PRESIDENT MUSK ?
Sarcastic question treating Elon Musk as a political authority figure, using irony to critique power dynamics.
Humor / Satire
0.80
@dadskoropad2237
Mar 4, 2025
What would GOP do if Idiot Trump were a Democrat?
What would GOP do if Idiot Trump were a Democrat?
Commenter uses rhetorical sarcasm to critique perceived double standards in how Trump is treated compared to hypothetical Democratic equivalent.
@thanh0378
Mar 4, 2025
Sounds like a sore loser to me.
Sounds like a sore loser to me.
Brief dismissive quip using sarcasm to mock someone's position rather than engage substantively.
Humor / Satire
0.80
@JynxedKoma
Mar 4, 2025
Just to let you know it has been barely two month since he came to office \n\nGod it’s gonna be fun 4 years
Just to let you know it has been barely two month since he came to office \n\nGod it’s gonna be fun 4 years
Sarcastically comments on the early stage of a government term with anticipatory humor about future difficulties.
Humor / Satire
0.80
@mehdiazad75
Mar 4, 2025
I’d use that closest ally comment very loosely Mr dictator, erm I mean Mr Castro Jnr.
I’d use that closest ally comment very loosely Mr dictator, erm I mean Mr Castro Jnr.
Employs sarcasm and irony by calling Trudeau a 'dictator' and 'Castro Jr.' in a mocking tone about political relationships.
@Mintosh-ki8cl
Mar 4, 2025
Comrade Donald
Comrade Donald
Uses sarcastic nickname 'Comrade Donald' to mock Trump's political alignment, employing ironic Cold War terminology.
@deadwood3764
Mar 4, 2025
All I hear is wah wah wah
All I hear is wah wah wah
Uses dismissive onomatopoeia ('wah wah wah') in sarcastic tone to mock or trivialize the discussion.
Humor / Satire
0.80
@hawj89
Mar 4, 2025
Donald duck
Donald duck
Playful reference to Donald Duck as a stand-in for Donald Trump, using wordplay and satire.
Humor / Satire
0.80
@BiniVictoria
Mar 4, 2025
First time i hear trudeau say something smart. In 5 years
First time i hear trudeau say something smart. In 5 years
Sarcastic backhanded compliment suggesting the PM rarely says intelligent things, using irony for criticism.
Humor / Satire
0.80
@PelleBleu
Mar 4, 2025
Can’t wait for Canada to be 51st state ?
Can’t wait for Canada to be 51st state ?
Sarcastically suggests Canada becoming the 51st US state, likely mocking political tensions or sovereignty concerns.
@roflbazinga
Mar 4, 2025
Lol. He’s really lovely, talk to the Canadians about this so called articulate person.
Lol. He’s really lovely, talk to the Canadians about this so called articulate person.
Uses sarcasm ('Lol') to mock the previous commenter's praise and suggest Canadians would disagree with the characterization.
@johnhernandez1235
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)