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
Canada please annex the US West Coast stares. We love you!
Canada please annex the US West Coast stares. We love you!
Jocular suggestion to annex US territory, expressing solidarity with Canada through ironic humor.
@gregdoyle6367
Mar 4, 2025
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! …
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! I’m switching to McDonalds. Singh Hortons will never see another dollar from me
Uses sarcasm and wordplay ('Singh Hortons') to mock a business owner's ethnicity while complaining about service, blending satire with identity-based criticism.
docsgearheadgaming2503
Jan 29, 2026
Congratulations, MAGATs. Your lunatic leader just successfully sold you out and made you the 22nd republic of Russia.
Congratulations, MAGATs. Your lunatic leader just successfully sold you out and made you the 22nd republic of Russia.
Uses sarcastic congratulations and hyperbolic comparison (making country '22nd republic of Russia') as ironic criticism.
@mllekris9734
Mar 4, 2025
POO FLINGERS SAAR
POO FLINGERS SAAR
Crude racist slur presented in a mocking/satirical tone, attempting offensive humor.
Humor / Satire
0.75
clayton9341
Jan 27, 2026
Bro on the bike is blunt😂all Africans😂😂
Bro on the bike is blunt😂all Africans😂😂
The commenter uses humor and laughter emojis while making an ethnic observation, though the tone is ambiguous between joking and stereotyping.
xolasidziya8702
Jan 28, 2026
Is donald trump pulling a big boss?
Is donald trump pulling a big boss?
A cryptic pop culture reference ('big boss') used sarcastically to comment on Trump's actions, employing ironic humor.
Humor / Satire
0.75
@Sandra_aschenbach_doyle
Mar 4, 2025
I dont know why the joke of a man got elected. Dump shouldn't even been an option. People picked a dumb president and that dumb president makes dumb decisions,what do you expect. This is what …
I dont know why the joke of a man got elected. Dump shouldn't even been an option. People picked a dumb president and that dumb president makes dumb decisions,what do you expect. This is what you get trump supporters.
Uses repetitive mockery and sarcasm ('dumb president makes dumb decisions') to satirize Trump supporters and their electoral choice.
@totalspoof8344
Mar 4, 2025
I love how the guy who is waiting to be replaced is playing white knight lol
I love how the guy who is waiting to be replaced is playing white knight lol
Uses ironic commentary ('white knight') to mock Trudeau's actions as performative given his impending departure.
@wrathofscorpias
Mar 4, 2025
HALF AN OUNCE!!!\n\nCanada stepped up!!!
HALF AN OUNCE!!!\n\nCanada stepped up!!!
Cryptic exclamation with 'HALF AN OUNCE' appears to be sarcastic commentary on Canada's response, using exaggeration for comedic effect.
Humor / Satire
0.75
@fifiwoof1969
Mar 4, 2025
Time to invade ?
Time to invade ?
A brief, provocative statement that appears to be sarcastic or joking commentary rather than a serious call to military action.
Humor / Satire
0.75
@albertsimmons2743
Mar 4, 2025
stay mad castro boy
stay mad castro boy
Sarcastic jab using a nickname ('castro boy') with dismissive tone, likely mocking rather than serious.
@KamionKing
Mar 4, 2025
Trump people are not from this earth!!
Trump people are not from this earth!!
Hyperbolic, sarcastic statement about Trump supporters using absurdist humor to express alienation and criticism.
@shakazulu-h1i
Mar 4, 2025
Wsj? More dumb than trump
Wsj? More dumb than trump
Dismissive comparison using sarcasm and name-calling directed at the WSJ and Trump, employing humor through exaggeration.
@wilfredocasanova4679
Mar 4, 2025
Oh God Bless America's next 3.7 years.
Oh God Bless America's next 3.7 years.
Sarcastic invocation of divine blessing for America's next 3.7 years, implying criticism through ironic tone.
Humor / Satire
0.75
@brownasianity
Mar 4, 2025
TRUMP= proof that he’s a VERY STUPID person with MONEY \nProof that money makes you STUPID
TRUMP= proof that he’s a VERY STUPID person with MONEY \nProof that money makes you STUPID
Uses sarcastic wordplay and ironic commentary to mock Trump's intelligence and wealth.
Humor / Satire
0.75
@darciaharvey2316
Mar 4, 2025
Trudeau definitely would fit right in at CNN when he gets the boot?
Trudeau definitely would fit right in at CNN when he gets the boot?
Sarcastic prediction that Trudeau would fit well at CNN, using ironic commentary about his political future.
Humor / Satire
0.75
@creepyrs3
Mar 4, 2025
They must be freezing cold
They must be freezing cold
Makes a lighthearted observation about immigrants experiencing cold weather, using gentle humor rather than hostility.
Humor / Satire
0.75
andrewpyrah
Jan 29, 2026
So now this girly man grew a pair????? It’s a bit too late buddy. This was not your DESTINY ????
So now this girly man grew a pair????? It’s a bit too late buddy. This was not your DESTINY ????
Sarcastic mockery using gendered insults and ironic language ('grew a pair', 'DESTINY') to criticize a political figure's perceived weakness.
@kooskoos8181
Mar 4, 2025
If anything, it looks like Trump is doing a fine job uniting the rest of the world. There's some good in it at least, I guess.
If anything, it looks like Trump is doing a fine job uniting the rest of the world. There's some good in it at least, I guess.
Backhanded, sarcastic comment suggesting Trump's actions have a silver lining in uniting others against him.
Humor / Satire
0.75
@cyrexarcfire
Mar 4, 2025
YEET THE JEET
YEET THE JEET
The slur-based wordplay appears intended as crude humor/satire, though it conveys hostile sentiment toward a specific ethnic group.
BootLip
Jan 29, 2026
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)