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
Could it be said that Canada's goose is cooked? :)
Could it be said that Canada's goose is cooked? :)
Wordplay on 'Canada's goose is cooked' idiom, using sarcasm to comment on Canada's difficult situation.
Humor / Satire
0.90
@joehowe9532
Mar 4, 2025
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
Sounds like he is fixed everything within one month.
Sounds like he is fixed everything within one month.
Sarcastic comment implying Trump's claims of rapid problem-solving are exaggerated or false.
Humor / Satire
0.90
@marcin8267
Mar 4, 2025
Orange manbaby crying in the corner....!!!!!!!!!!!
Orange manbaby crying in the corner....!!!!!!!!!!!
Mocking, sarcastic characterization of Trump using derisive language and excessive punctuation.
Humor / Satire
0.90
@izakcelliers7307
Mar 4, 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
Donald DUCK ❤
Donald DUCK ❤
Playful name-calling using a pun ('Donald DUCK') with a heart emoji, clearly satirical commentary.
Humor / Satire
0.90
@kskdut
Mar 4, 2025
Wolf... wolf... wolf... lmao what a stupid name lol
Wolf... wolf... wolf... lmao what a stupid name lol
Commenter makes a joke mocking someone's name, using sarcasm and laughter to express derision.
@chrisg1915
Mar 4, 2025
Trade beef = rap beef
Trade beef = rap beef
Uses slang metaphor comparing trade disputes to rap battles, employing humor and irony.
Humor / Satire
0.90
@teawithtanaka8403
Mar 4, 2025
Truedoodoo.
Truedoodoo.
Uses a derogatory nickname (Truedoodoo) as mocking wordplay rather than substantive critique.
Humor / Satire
0.90
@rickworkman4608
Mar 4, 2025
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
Sarcastic commentary on video content focusing on trivial detail (flip-flops) as if it were serious.
Humor / Satire
0.90
amitojsingh2010
Jan 27, 2026
*surprised Pikachu face
*surprised Pikachu face
Uses the 'surprised Pikachu' meme format as ironic commentary on the video content.
Humor / Satire
0.90
nomadchad8243
Feb 18, 2026
Trudeau says TruNo
Trudeau says TruNo
Wordplay joke on Trudeau's name ('TruNo'), mocking his position or decisions.
Humor / Satire
0.90
@frankjamesbonarrigo7162
Mar 4, 2025
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
Uses ironic humor to mock the tariff situation by suggesting Canadians have already stopped buying US products.
Humor / Satire
0.90
@secretsofconspiracy
Mar 4, 2025
Dam it, no more Canadian bacon and syrup for a while.
Dam it, no more Canadian bacon and syrup for a while.
Lighthearted joke about trade tensions affecting Canadian exports, using humor to comment on the situation.
Humor / Satire
0.90
@John-jv1ij
Mar 4, 2025
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Absurdist joke making a humorous reference to a product brand in relation to the video content.
Humor / Satire
0.90
scrawford9
Jan 27, 2026
Trudeau is a wiener
Trudeau is a wiener
Brief insult using childish language ('wiener') presented as casual mockery rather than substantive critique.
Humor / Satire
0.90
@brianadams1318
Mar 4, 2025
ICE ICE BABY
ICE ICE BABY
Pop culture reference ('Ice Ice Baby') used as ironic commentary on ICE/immigration enforcement discussion.
Humor / Satire
0.90
Transparency24
Feb 18, 2026
How many Americans have been unalived from diabetes because of Canadian maple syrup? Fentanyl is nothing compared to that sugar syrup.
How many Americans have been unalived from diabetes because of Canadian maple syrup? Fentanyl is nothing compared to that sugar syrup.
Uses absurdist humor and sarcasm comparing maple syrup to fentanyl to mock the seriousness of drug concerns.
Humor / Satire
0.90
@mattheww797
Mar 4, 2025
His only false statement was saying Trump is a smart guy
His only false statement was saying Trump is a smart guy
Sarcastic jab at Trump's intelligence presented as ironic commentary on the video's claims.
Humor / Satire
0.90
@judep9437
Mar 4, 2025
Haha this guy and the clowns surrounding him.
Haha this guy and the clowns surrounding him.
Mocking, dismissive tone using 'clowns' as sarcastic commentary on political figures.
Humor / Satire
0.90
@chriswije
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)