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
The language shifted to a 3rd grade comprehension level when directed at Donald. Wonder how many thrown hamburgers are dripping down the WH walls today.
The language shifted to a 3rd grade comprehension level when directed at Donald. Wonder how many thrown hamburgers are dripping down the WH walls today.
Uses sarcasm and absurdist humor (hamburgers on walls) to mock political leadership.
Humor / Satire
0.85
@MrQueerDuck
Mar 4, 2025
Well Red Dawn: Canadian Bacon Cut
Well Red Dawn: Canadian Bacon Cut
Satirical reference to movies (Red Dawn, Canadian Bacon) about US-Canada conflict, using humor to comment on the situation.
@OEFarredondo
Mar 4, 2025
Trump play golf! He is busy.
Trump play golf! He is busy.
Sarcastic jab at Trump's work ethic, using ironic understatement to mock his priorities.
Humor / Satire
0.85
@manuelabigvava8235
Mar 4, 2025
I always wanted to come to canada to drive a taxi. Now i am a liberal supporter!
I always wanted to come to canada to drive a taxi. Now i am a liberal supporter!
Satirical comment using self-deprecating humor about immigrant employment and political affiliation as ironic commentary.
Humor / Satire
0.85
DetectiveVincentMolotov
Dec 26, 2025
The only thing Trudeau got wrong was calling Trump smart, I mean come on, that should have been a doozy!
The only thing Trudeau got wrong was calling Trump smart, I mean come on, that should have been a doozy!
Sarcastic, joking criticism of Trudeau's diplomatic characterization of Trump as intelligent.
Humor / Satire
0.85
@zacsayer1818
Mar 4, 2025
Curry in a hurry
Curry in a hurry
Brief pun combining 'curry' with 'hurry,' using wordplay as comedic commentary on Indian food/culture.
Humor / Satire
0.85
hilly9114
Feb 17, 2026
The irony here is that MAGA voted to keep their guns, only to use it to shoot themselves in the foot.
The irony here is that MAGA voted to keep their guns, only to use it to shoot themselves in the foot.
Uses ironic wordplay ('shoot themselves in the foot') to satirize MAGA voters' self-defeating political choices.
Humor / Satire
0.85
@Haymankahn
Mar 4, 2025
Trump: One who bullying is weak. Did he mean himself?
Trump: One who bullying is weak. Did he mean himself?
Ironic, sarcastic jab at Trump using his own rhetoric against him in a mocking tone.
Humor / Satire
0.85
@ombotak2
Mar 4, 2025
THIS IS TRUMP FLATION
THIS IS TRUMP FLATION
Uses wordplay ('TRUMP FLATION' combining Trump and inflation) as satirical commentary on economic policy.
Humor / Satire
0.85
@okay5045
Mar 4, 2025
Uuuh the canadians got mad?\nIf i were Trump I would be running to the south pole with the penguins. He will have not american continent to run away to.
Uuuh the canadians got mad?\nIf i were Trump I would be running to the south pole with the penguins. He will have not american continent to run away to.
Satirical joke about Trump fleeing to the South Pole to escape Canadian retaliation, using absurdist humor.
Humor / Satire
0.85
@cloudsofsunset7323
Mar 4, 2025
Who still listen to JT in 2025????
Who still listen to JT in 2025????
Rhetorical question expressing dismissive skepticism about Trudeau's political relevance through sarcastic tone.
Humor / Satire
0.85
@Shipspotting_Vietnam
Mar 4, 2025
Hope you survive 🙏🏻😂
Hope you survive 🙏🏻😂
Joking expression using prayer emoji and laughing emoji to make light of a situation.
Humor / Satire
0.85
w1ff
Jan 27, 2026
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. …
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. You'd think Conservatives would be happy that Libs are acting on their complaints....NO... Conservatives cry 'they stole our ideas'... It's so pathetic. And WEAK.
Uses sarcasm and ironic commentary to mock Conservative political inconsistency, framed as satirical critique rather than serious argument.
randyt3558
Jan 20, 2026
how come I never see Bigfoots in canada
how come I never see Bigfoots in canada
Absurdist joke comparing Bigfoot sightings to immigration, using non-sequitur humor unrelated to actual immigration discourse.
Humor / Satire
0.85
hippo780
Dec 25, 2025
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
Uses sarcasm and ironic commentary ('LMAO', 'Good job') to critique deportation policy and accuse supporters of racism.
b18tuner5875
Dec 24, 2025
It would be better to join the United States of America. 😂😂😂
It would be better to join the United States of America. 😂😂😂
Ironic suggestion that Canada should join the US, marked by laughing emojis indicating sarcastic intent.
Humor / Satire
0.85
Bill-vo1wn
Dec 10, 2025
You know it’s bad when Canada set aside its hate of Trudeau for trump.
You know it’s bad when Canada set aside its hate of Trudeau for trump.
Uses ironic commentary about Canadians setting aside disagreements with Trudeau to oppose Trump, highlighting severity through humor.
@Cruxis_Angel
Mar 4, 2025
Trudeau wants me to be a Canadian! What an intelligent and articulate leader!!!
Trudeau wants me to be a Canadian! What an intelligent and articulate leader!!!
Sarcastic praise of the leader's intelligence and eloquence, ironically suggesting the opposite through exaggeration.
Humor / Satire
0.85
@michaelwagner8859
Mar 4, 2025
Unfathomably based.
Unfathomably based.
Uses internet slang ('based') in a brief, joking manner to express approval of the video content.
Humor / Satire
0.85
georgewashington5655
Feb 17, 2026
Brilliant speech! It would be impossible for me to listen to Trump speak for that long. Probably a minute would be my limit before my brain turned to mush.
Brilliant speech! It would be impossible for me to listen to Trump speak for that long. Probably a minute would be my limit before my brain turned to mush.
The comment uses sarcastic exaggeration ('brain turned to mush') to mock Trump's speaking style in a humorous way.
Humor / Satire
0.85
@Gattobuono
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)