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
Trump, you grumpy old Oompa Loompa
Trump, you grumpy old Oompa Loompa
Mocking insult comparing Trump to an Oompa Loompa character, using humor to criticize.
Humor / Satire
0.90
@jacksongarcia8828
Mar 5, 2025
Blistering lol
Blistering lol
A brief, approving exclamation using colloquial language to express amusement or agreement with the video content.
Humor / Satire
0.90
@svoldock8991
Mar 4, 2025
So stunning and brave, his hand gestures are impeccable.
So stunning and brave, his hand gestures are impeccable.
Sarcastic commentary mocking political rhetoric and gestures with ironic praise ('stunning and brave').
Humor / Satire
0.90
@fruitfulvapor3040
Mar 4, 2025
Trump is the best president Russia's ever had
Trump is the best president Russia's ever had
Ironic joke comparing Trump to Russia's interests, using absurdist humor to critique Trump's policies.
Humor / Satire
0.90
@balrogscholar
Mar 5, 2025
Soon Canada's name will change to Kannada 🤣🤣
Soon Canada's name will change to Kannada 🤣🤣
Uses joking tone with emoji to satirize demographic concerns by suggesting Canada will be renamed after an Indian language, employing ironic exaggeration.
davidblake6546
Jan 28, 2026
Missing? Did the Rapture happen afterall?
Missing? Did the Rapture happen afterall?
Uses religious humor and sarcasm to comment on missing people, likely referencing the video's content ironically.
Humor / Satire
0.90
AnnaAnnieAnneofGreenGables
Sep 29, 2025
Trump be calling today to say sorry
Trump be calling today to say sorry
Sarcastic joke implying Trump would apologize to Canada, using ironic humor.
Humor / Satire
0.90
@spyderrtp
Mar 5, 2025
Poon job? 😂
Poon job? 😂
Brief humorous response, likely mocking or joking about a previous comment or video content.
Humor / Satire
0.90
lsdiesel8025
Jan 28, 2026
Welcome to Canindia!!!!
Welcome to Canindia!!!!
Sarcastic portmanteau 'Canindia' mocking Canada's demographic composition through wordplay and irony.
Humor / Satire
0.90
blablah159
Jan 28, 2026
2:23 "Its not called brown town for nothing" 😭🙏
2:23 "Its not called brown town for nothing" 😭🙏
Brief humorous reaction to a video timestamp, using emoji and laughter to mock or comment on the content referenced.
bobrooster4064
Sep 28, 2025
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
Absurdist joke referencing a historical event (emu war) as satirical commentary on tariff consequences.
Humor / Satire
0.90
@goannaj3243
Mar 4, 2025
Bro that guy on the bike was nuclear 😂😂
Bro that guy on the bike was nuclear 😂😂
Casual slang comment praising someone in the video using exaggerated language and emojis.
MrCareNot
Jan 28, 2026
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Oda my god!
Now do "inside India's Canadian metropolis"... we will wait😂
Joking suggestion with emoji indicating sarcastic commentary about the video's subject matter.
Humor / Satire
0.90
lucifer-tq4wn
Sep 20, 2025
The zoom in on the sandals 🤣🤣
The zoom in on the sandals 🤣🤣
A joking comment about the video's visual editing (zoom on sandals), unrelated to immigration discourse.
Humor / Satire
0.90
jezthebezt
Jan 27, 2026
Carney and Trudeau are sweating!!!!😂😂😂
Carney and Trudeau are sweating!!!!😂😂😂
Uses laughing emojis and casual tone to mock political figures in a satirical manner.
Humor / Satire
0.90
rozz-q3t
Jan 3, 2026
Good and reasonable points but it seems to be that you sound too aggressive and pushing while speaking to His Royal Majesty, the Greatest and the Magnificent, Tremendous White Thunder of the Universe Donaldinho Trumpet …
Good and reasonable points but it seems to be that you sound too aggressive and pushing while speaking to His Royal Majesty, the Greatest and the Magnificent, Tremendous White Thunder of the Universe Donaldinho Trumpet the 1st, the Great and Untouchable Leader of Trumponian Empire.
Satirical mockery of a political figure using exaggerated, absurdist titles and language.
@dotpy7928
Mar 4, 2025
12:35 u made me bust lol
12:35 u made me bust lol
Casual comment referencing a specific timestamp in the video with laughter, indicating amusement at video content.
hmac-o2z
Jan 27, 2026
This guy with the bike tho 😅
This guy with the bike tho 😅
Brief, lighthearted observation about a person in the video with an emoji indicating amusement.
nathanaelpaul519
Jan 27, 2026
The poo eating got me. I'm dying over here 💀💀
The poo eating got me. I'm dying over here 💀💀
Humorous reaction to content in the video, using laughter emojis to indicate comedic appreciation.
Humor / Satire
0.90
kevinknight1990
Jan 27, 2026
Can we do a president swap.... A real President?
Can we do a president swap.... A real President?
Sarcastic proposal for a presidential swap, using irony to critique current US leadership.
Humor / Satire
0.90
@williegrier899
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)