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
Donald Trump’s presidency is like a reality show where the plot twists are written by a toddler with a crayon—chaotic, messy, and somehow still on air.
Donald Trump’s presidency is like a reality show where the plot twists are written by a toddler with a crayon—chaotic, messy, and somehow still on air.
Uses extended metaphor and sarcasm to mock Trump's presidency as chaotic and absurd entertainment.
Humor / Satire
0.90
@jadonlawrence4909
Mar 4, 2025
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. …
This looming tariff squabble between these once-chummy nations needs to hit the discussion table, stat! So, let’s roll out a grand convoy led by Canada’s finest, Terrance and Phillip, to face off with a U.S. special delegation spearheaded by the legendary Eric Cartman. We propose this showdown happens near Niagara Falls, where the mist can douse the heated trade tensions. Canada better 'respect his authoritah,' or the U.S. might just demand a full refund—starting with trade of Mike Myers for Michael Myers!!
Extended satirical commentary using South Park character references to humorously address US-Canada trade tensions.
@ichoudhury007
Mar 4, 2025
I love me some Canada Dry
I love me some Canada Dry
Joke referencing Canada Dry beverage brand rather than engaging with video content about Canadian policy.
@PeteChavez-b3o
Mar 4, 2025
Chicken little said the sky is falling
Chicken little said the sky is falling
Uses the Chicken Little fable sarcastically to mock alarmist rhetoric.
Humor / Satire
0.90
@thomasbambach9365
Mar 4, 2025
Donald Dumb is his new name ??
Donald Dumb is his new name ??
Mocking wordplay on Trump's name ('Donald Dumb') presented as humorous commentary.
Humor / Satire
0.90
@max.Z22
Mar 4, 2025
Trudeau should give Trump English lessons.
Trudeau should give Trump English lessons.
Uses sarcastic humor to mock Trudeau through a joke about English lessons.
Humor / Satire
0.90
@edwardjam9832
Mar 4, 2025
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
Uses ironic, joking tone about trade consequences with exaggerated emotional response and emoji, clearly satirical commentary.
Humor / Satire
0.90
@cwill8836
Mar 4, 2025
I made a huge United States of America this morning, it stank it was awful, I had to flush twice to clear everything.
I made a huge United States of America this morning, it stank it was awful, I had to flush twice to clear everything.
Crude scatological joke using bathroom humor as satire, unrelated to substantive policy discussion.
Humor / Satire
0.90
@glmchn
Mar 4, 2025
It's so hard to understand him with his points presented in concise short sentences, him staying on one topic at a time, and him presenting i all in an organized and sequential manner.?
It's so hard to understand him with his points presented in concise short sentences, him staying on one topic at a time, and him presenting i all in an organized and sequential manner.?
Sarcastic criticism of the speaker's presentation style, ironically praising clarity while implying the opposite.
@leocatz
Mar 4, 2025
Trump's gravesite will need a spit guard
Trump's gravesite will need a spit guard
Uses dark humor and sarcasm to mock Trump through a morbid joke.
Humor / Satire
0.90
@bugeyedfrog
Mar 4, 2025
Trump is doing a great job, so Putin should elect him as employee of the month !!
Trump is doing a great job, so Putin should elect him as employee of the month !!
Sarcastic joke implying Trump is Putin's puppet by suggesting Putin should reward him as 'employee of the month.'
Humor / Satire
0.90
@hectorli9707
Mar 4, 2025
So Trump needs to trade Mcdonalds burger with Putin now.
So Trump needs to trade Mcdonalds burger with Putin now.
Sarcastic joke comparing Trump to McDonald's and Putin in a mocking tone.
Humor / Satire
0.90
@ray-antraya4880
Mar 4, 2025
As a Canadian, you can’t spell Russia without U.S.A
As a Canadian, you can’t spell Russia without U.S.A
Wordplay joke about spelling 'Russia' containing 'USA,' using ironic commentary.
Humor / Satire
0.90
@MaximeTM
Mar 4, 2025
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us …
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us in a big mess.
Humorous, tongue-in-cheek warning about Canadian toughness using casual language and ironic tone.
Humor / Satire
0.90
@Mr.TeETH78
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
Poor Trudeau, he doesn't realize that Trump has the IQ of the sludge I scrape from my taint every morning.
Poor Trudeau, he doesn't realize that Trump has the IQ of the sludge I scrape from my taint every morning.
Uses crude humor and insult as satirical commentary on Trump's intelligence, employing exaggerated vulgarity for comedic effect.
Humor / Satire
0.90
@pauldacus4590
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
I wish he would of called him Donald Duck ????????
I wish he would of called him Donald Duck ????????
Humorous comment wishing the PM had used a mocking nickname for Trump instead.
Humor / Satire
0.90
@chiefg3023
Mar 4, 2025
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
Uses ironic humor by agreeing with Trudeau except for one specific point, creating a comedic jab at Trump.
Humor / Satire
0.90
@DJ-gc4fk
Mar 4, 2025
Trump it's dump like a rock
Trump it's dump like a rock
Uses wordplay and dismissive humor ('dump like a rock') to mock a political figure.
Humor / Satire
0.90
@massimocrimi5796
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)