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
I feel you “make that make sense” if only Trump would just go away ????
I feel you “make that make sense” if only Trump would just go away ????
Uses sarcasm and humor ('make that make sense') to express frustration with Trump while showing implicit support.
@pamelagosch9868
Mar 4, 2025
Trump hissy fit due after golf.
Trump hissy fit due after golf.
Uses sarcastic humor to mock Trump's behavior as impulsive and golf-related.
Humor / Satire
0.80
@biggles106
Mar 4, 2025
Trump is such a freaking idiot!! He’s probably watching this saying, “pick a language we did.” What a moron! A trade war seriously. Never thought I’d see this.
Trump is such a freaking idiot!! He’s probably watching this saying, “pick a language we did.” What a moron! A trade war seriously. Never thought I’d see this.
Uses sarcasm and mockery of Trump's communication style and trade war policies, combining humor with implicit criticism of his leadership.
@Thehitbird
Mar 4, 2025
The orange dude went completely nuts!!!
The orange dude went completely nuts!!!
Casual, dismissive characterization presented as humorous commentary rather than substantive critique.
Humor / Satire
0.80
@denispolic2404
Mar 4, 2025
Trudeau relax bud....you resigned LOL
Trudeau relax bud....you resigned LOL
Commenter uses sarcasm and humor by dismissing Trudeau's authority given his recent resignation.
@jayatkushitrealgood
Mar 4, 2025
You damn right you hockey loving idiot we already beat ya at your own game them whooped you in the fights usa ?? ? ? ? ? ? ??
You damn right you hockey loving idiot we already beat ya at your own game them whooped you in the fights usa ?? ? ? ? ? ? ??
Commenter uses playful, sarcastic banter about Canada beating the US at sports, mixing humor with national identity assertion.
@Watermelonman1
Mar 4, 2025
I disagree about one thing. The part where he said *Rump was smart. It's like calling a hippo in a china shop smart. The hippo is merely just confused and angry and lashes out because …
I disagree about one thing. The part where he said *Rump was smart. It's like calling a hippo in a china shop smart. The hippo is merely just confused and angry and lashes out because it doesn't understand it's surroundings.
Uses sarcastic metaphor (hippo in china shop) to mock Trump's intelligence and decision-making in a humorous, dismissive way.
@jenkem4464
Mar 4, 2025
Oh what a surprise, Trudeau is a tough guy and taking a atand knowing he will be out of office when the blowback comes. What a leader. What a hero.
Oh what a surprise, Trudeau is a tough guy and taking a atand knowing he will be out of office when the blowback comes. What a leader. What a hero.
Uses heavy sarcasm to mock Trudeau's leadership as performative, knowing consequences will come after he leaves office.
@mike7419
Mar 4, 2025
Win the Stanley cup first before you can talk
Win the Stanley cup first before you can talk
Dismissive joke using sports achievement (Stanley Cup) as a prerequisite for credibility, sarcastically undermining the speaker's authority.
Humor / Satire
0.80
@01olracman
Mar 4, 2025
Puro papi trump! ? \nCalmese wei ?
Puro papi trump! ? \nCalmese wei ?
Mixed-language comment with Trump support followed by what appears to be sarcastic or mocking tone ('Calmese wei'), suggesting ironic commentary.
Humor / Satire
0.80
@aldogarcia393
Mar 4, 2025
Hey Trump, that's how to give an educated response. Not that shit that comes out of your mouth .
Hey Trump, that's how to give an educated response. Not that shit that comes out of your mouth .
Sarcastic comparison contrasting Trudeau's articulate response with Trump's communication style.
@RobieFriberg
Mar 4, 2025
I will gladly pay double for Rush.
I will gladly pay double for Rush.
Likely sarcastic or joking statement about paying for Rush (band or radio service).
Humor / Satire
0.80
@loshambo
Mar 4, 2025
Lol had to go on TV huh? Not man enough to come to the WH?
Lol had to go on TV huh? Not man enough to come to the WH?
Sarcastic jab questioning Trudeau's masculinity and choice to appear on TV rather than in person, using ironic tone.
@chrisunderhill8853
Mar 4, 2025
Unless you manufacture ozempic I think we’re cool
Unless you manufacture ozempic I think we’re cool
Sarcastic joke implying Canada only needs to worry about immigration if it manufactures a specific drug, using ironic understatement.
Humor / Satire
0.80
@seomastersdegree
Mar 4, 2025
But why haven’t you mentioned that You’ve won the election by a landslide?
But why haven’t you mentioned that You’ve won the election by a landslide?
Sarcastic question implying the speaker won an election by landslide, using irony to critique or mock the video's framing.
@Mastah2006
Mar 4, 2025
The only thing Trudeau said that is 100% false is that tRump is a smart man. Donald is an idiot.
The only thing Trudeau said that is 100% false is that tRump is a smart man. Donald is an idiot.
Uses ironic framing ('100% false') and sarcasm to mock Trudeau's characterization of Trump as intelligent.
Humor / Satire
0.80
@tnkwilli
Mar 4, 2025
lol cnn sold out to trump, hope this new state media goes out off business
lol cnn sold out to trump, hope this new state media goes out off business
Uses sarcasm ('lol') and ironic commentary to critique CNN and Trump's media influence.
@Saint-f8z
Mar 4, 2025
Thanks, Chump, for making the US the a’holes of the world!
Thanks, Chump, for making the US the a’holes of the world!
Uses sarcastic wordplay ('Chump' for Trump) and ironic commentary to critique US international reputation and policy.
@MsLucyJayne
Mar 4, 2025
Maybe Canada can annex the US and we can get this intelligent president instead of the orange buffoon,
Maybe Canada can annex the US and we can get this intelligent president instead of the orange buffoon,
Satirical suggestion that Canada annex the US, using ironic comparison of leaders to critique Trump.
@michelleanderson6644
Mar 4, 2025
CNN: well we're going to both sides this issue, but the stock market though!
CNN: well we're going to both sides this issue, but the stock market though!
Uses sarcasm to mock CNN's media coverage approach, combining satirical critique of journalism with commentary on news framing.
@diekssus7194
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)