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
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Humor / Satire
4,434 comments
Just lets erase the imaginary of the US Canada border. From President Donald Trump and be the 51st state no more Tariffs k! Everyone Happy Big Family k!
Just lets erase the imaginary of the US Canada border. From President Donald Trump and be the 51st state no more Tariffs k! Everyone Happy Big Family k!
Uses ironic/satirical suggestion of Canada becoming the 51st US state to comment on Trump's tariff policies and Canada-US relations.
byron8657
Apr 15, 2025
Their statues are so ugly and one in BC as well. The proportions are all wrong. Please hire a true artist 😂
Their statues are so ugly and one in BC as well. The proportions are all wrong. Please hire a true artist 😂
Lighthearted criticism of statue aesthetics with emoji, using humor to critique public art rather than making serious political argument.
Humor / Satire
0.75
Tarot.of.Cups69
Mar 3, 2026
Cute talk, just pay the tariffs eh
Cute talk, just pay the tariffs eh
Dismissive sarcasm about tariff policy using casual tone ('Cute talk, eh') with implied criticism.
@LeppyGizmoRIP
Mar 5, 2025
It’s that easy? Y’all are drones 😂😂😂
It’s that easy? Y’all are drones 😂😂😂
Uses sarcasm and emojis to mock the simplicity or absurdity of something presented in the video.
@jpjpjpjpa
Feb 20, 2026
I Love Trump. He is destroying US.
I Love Trump. He is destroying US.
Ambiguous statement that appears to use ironic or sarcastic language ('I Love Trump. He is destroying US') suggesting satirical commentary.
Humor / Satire
0.75
@Canal_do_Godoy
Mar 5, 2025
Donald Trump is joker and ?
Donald Trump is joker and ?
Dismissive joke characterizing Trump as a 'joker' with incomplete sarcastic tone.
Humor / Satire
0.75
@SANJEEVKUMAR-qu2kx
Mar 5, 2025
Trump should get ass pinched by everyone now ?\nHe is playing since he came
Trump should get ass pinched by everyone now ?\nHe is playing since he came
Uses crude humor and sarcasm to criticize Trump's behavior and character, with playful tone despite negative sentiment.
@Mevinaysaini
Mar 5, 2025
Trudeau for President. Wouldn’t that be brilliant
Trudeau for President. Wouldn’t that be brilliant
Sarcastic suggestion that Trudeau become US President, likely mocking the comparison between leaders.
Humor / Satire
0.75
@kengphengaldridge1501
Mar 5, 2025
Don't worry we going to Mars ?
Don't worry we going to Mars ?
Dismissive joke deflecting from the topic with absurdist humor about Mars colonization.
Humor / Satire
0.75
@trecordingshere
Mar 5, 2025
So, are these egotistical buffoons going to ask the Prime Minister of Canada to apologize to their fake king?
So, are these egotistical buffoons going to ask the Prime Minister of Canada to apologize to their fake king?
Sarcastic rhetorical question mocking Trump and his supporters with ironic commentary about apologies.
@iandesr
Mar 4, 2025
The Republican Party should be renamed the Communist Party.?\nFrom China.
The Republican Party should be renamed the Communist Party.?\nFrom China.
Uses sarcastic renaming as a rhetorical attack, combining humor with ideological criticism.
@台taiwan独泉家泗光光
Mar 5, 2025
Trump would eat black face Trudeau for breakfast
Trump would eat black face Trudeau for breakfast
Uses hyperbolic, sarcastic framing comparing political figures in a dismissive, joking manner.
@BrutisGuy-w5g
Mar 5, 2025
One specific american Donald ??? I liked that brilliant
One specific american Donald ??? I liked that brilliant
Appreciative comment about a specific rhetorical moment, likely praising a pointed reference with ironic or witty undertones.
Humor / Satire
0.75
@steffylvmk89
Mar 5, 2025
Is this because Trudeau laughed at Ivanka that time?
Is this because Trudeau laughed at Ivanka that time?
Sarcastically suggests a personal grudge (Trudeau laughing at Ivanka) as the cause of tariffs, using ironic humor.
@kommissar.murphy
Mar 5, 2025
I am laughing because hate is killing that white guy with a bike probably living the worst time of his life bcoz he is gonna be seeing African for a very long time
I am laughing because hate is killing that white guy with a bike probably living the worst time of his life bcoz he is gonna be seeing African for a very long time
Uses sarcastic, mocking tone about immigration and racial demographics, with dark humor about someone's distress.
eddymudavi9149
Feb 21, 2026
Please, pleeeeeease also ask me where I think you can stick your "critically important questions"!
Please, pleeeeeease also ask me where I think you can stick your "critically important questions"!
Uses sarcastic, exaggerated tone with elongated words to mock or dismiss the video's framing of questions.
Humor / Satire
0.75
@ptittannique5621
Feb 20, 2026
I just noticed something about Mexican, MexiCanada.
I just noticed something about Mexican, MexiCanada.
A playful wordplay observation combining 'Mexican' with 'Canada' (MexiCanada), presented as a lighthearted joke.
Humor / Satire
0.75
@keirboyko
Mar 4, 2025
Hey Donnald, hey! Hey Donnald..... \nDUck !!??.
Hey Donnald, hey! Hey Donnald..... \nDUck !!??.
Nonsensical, playful comment with duck reference appears to be joking or trolling rather than substantive commentary.
@raydiofolk
Mar 4, 2025
TRUMP: it’s big big big!
TRUMP: it’s big big big!
Mocking reference to Trump's speech patterns, likely satirical commentary on political rhetoric.
@ComedyKraze1
Mar 5, 2025
OMG, poor UK! Leave the West alone!
OMG, poor UK! Leave the West alone!
Uses exaggerated sympathy and ironic tone to mock or dismiss concerns about Western nations' problems.
@technofeeliak
Mar 5, 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)