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
MR TRUMP PLEASE DUMMY UP//////
MR TRUMP PLEASE DUMMY UP//////
Sarcastic jab at Trump using exaggerated punctuation and wordplay ('DUMMY UP') as comedic criticism.
Humor / Satire
0.70
@rockracing325
Mar 4, 2025
Donald is a donkey. Fantastic speech. Long live Canada. ?
Donald is a donkey. Fantastic speech. Long live Canada. ?
Uses playful insult ('donkey') while expressing support for Canada and the speech, blending sarcasm with genuine approval.
@sebyaalexander6800
Mar 4, 2025
Trump is truly dumb fighting with his closest allies
Trump is truly dumb fighting with his closest allies
Mocking characterization of Trump as 'dumb' for conflict with allies, using sarcastic tone.
@believe-in-righteousness
Mar 4, 2025
Not everyone who wear suit got sense \nby zelensky ?❤
Not everyone who wear suit got sense \nby zelensky ?❤
Uses a cryptic quote attributed to Zelensky with a heart emoji in a way that appears sarcastic or ironic, though the exact target is unclear.
Humor / Satire
0.70
@newtonnewton8805
Mar 5, 2025
That's a leader ????
That's a leader ????
Sarcastic question mark and emoji suggest ironic commentary questioning Trump's leadership credentials.
Humor / Satire
0.70
@dangoodman121
Mar 4, 2025
8:00 Probably is, he's too dumb to recognize it's dumb
8:00 Probably is, he's too dumb to recognize it's dumb
A brief, sarcastic jab at someone's intelligence using ironic wordplay ('too dumb to recognize it's dumb').
Humor / Satire
0.70
@splatt3d
Mar 4, 2025
carpet flying?
carpet flying?
Cryptic reference to 'carpet flying' appears to be sarcastic/mocking commentary, likely alluding to stereotypes, though context is unclear.
Humor / Satire
0.70
minh_trader_mnq
Jan 3, 2026
He is shitting himself. Trump isn't going to listen to your pleas.
He is shitting himself. Trump isn't going to listen to your pleas.
Uses crude humor and sarcasm to mock the speaker's perceived ineffectiveness against Trump's threats.
@_saifr
Mar 5, 2025
Singh Hortons
Singh Hortons
A play on 'Tim Hortons' with 'Singh,' using wordplay to satirize the prevalence of Indian names in Canada.
Humor / Satire
0.70
Secretcircuits
Jan 27, 2026
Banyise Trumpzozo?
Banyise Trumpzozo?
Appears to be a playful or mocking reference to Trump using a nickname, likely satirical commentary.
Humor / Satire
0.70
@langaphenduka4592
Mar 4, 2025
Trudo can eat trash
Trudo can eat trash
A crude insult presented as dismissive humor/sarcasm directed at Trudeau.
Humor / Satire
0.70
@agxiii9619
Mar 4, 2025
Trump is a dumbass
Trump is a dumbass
A dismissive insult presented in a casual, joking tone rather than substantive critique.
Humor / Satire
0.70
@jasperj3759
Mar 4, 2025
Trump is a goat lover
Trump is a goat lover
Cryptic insult using slang ('goat lover') that appears to be sarcastic or joking rather than a substantive critique.
Humor / Satire
0.70
@arlodimetrio6087
Mar 4, 2025
Native Canadians 😂
Native Canadians 😂
Uses laughing emoji to mock the concept of 'Native Canadians' in an ironic commentary.
Humor / Satire
0.70
jakesnake1481
Feb 7, 2026
balls of steel
balls of steel
Cryptic phrase likely intended as sarcastic or ironic commentary, though meaning is ambiguous.
Humor / Satire
0.70
zodhellclips
Feb 23, 2026
lol ?♀️ ?? ? ….. ?? ?????????????????????????????????????????????????????????????????????????
lol ?♀️ ?? ? ….. ?? ?????????????????????????????????????????????????????????????????????????
Minimal substantive content consisting primarily of laughter emojis and question marks, expressing amusement or mockery.
Humor / Satire
0.70
@josiffexplosiff1
Mar 5, 2025
Mr. Trudeau is a true fucking american hero!
Mr. Trudeau is a true fucking american hero!
Sarcastically calls Trudeau an 'American hero,' likely mocking his alignment or policies through ironic praise.
@QGISmaster
Mar 5, 2025
guy on bike... just looking at mirror..I think Your iq is lower than Africans... what's is your job? cleaner?😂..
guy on bike... just looking at mirror..I think Your iq is lower than Africans... what's is your job? cleaner?😂..
Mocking tone with sarcastic insults and stereotyping, using humor to demean someone in the video.
fognero9557
Feb 21, 2026
Based helmet guy
Based helmet guy
Brief, cryptic reference using internet slang ('based') that appears to be ironic commentary on a figure in the video.
natsudragneel95240
Jan 27, 2026
he is gone in less than a week
he is gone in less than a week
Brief sarcastic or dismissive comment about Trump's tenure, using ironic understatement.
Humor / Satire
0.70
@CMSWORKMUSIC
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)