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
The way he talks to Donald is hilariously like a parent telling a child they're doing something idiotic. He's right, but it doesn't make it any less funny and sad that Donald Trump is someone …
The way he talks to Donald is hilariously like a parent telling a child they're doing something idiotic. He's right, but it doesn't make it any less funny and sad that Donald Trump is someone you have to talk like he's a 5 year old to.
The comment uses sarcasm and ironic humor to critique Trump's intelligence by comparing him to a child, while also commenting on the video's tone.
@kyleohara8700
Mar 4, 2025
Imagine the frustration of having to deal with a 78 year old returd!! Thank God he's not 50, but will be gone soon...
Imagine the frustration of having to deal with a 78 year old returd!! Thank God he's not 50, but will be gone soon...
Uses sarcasm and wordplay ('returd') to mock Trump's age and express relief about his eventual departure.
Humor / Satire
0.85
@luisrivera3056
Mar 4, 2025
Someone took Justin's balls out of the drawer and let him borrow them for a few minutes.
Someone took Justin's balls out of the drawer and let him borrow them for a few minutes.
Uses crude sexual metaphor as sarcastic commentary on Canadian leadership's assertiveness.
Humor / Satire
0.85
@roybatty5028
Mar 4, 2025
Blistering ??????????????
Blistering ??????????????
Single word 'Blistering' with multiple emoji punctuation marks appears to be sarcastic/ironic commentary on the video content.
Humor / Satire
0.85
@TruthNewton
Mar 4, 2025
It must really confuse MAGA to hear a leader speak clearly and eloquently.
It must really confuse MAGA to hear a leader speak clearly and eloquently.
Sarcastic jab at MAGA supporters using ironic contrast between Trump and another leader's eloquence.
@PsiNorm
Mar 4, 2025
Dude! You just lost your “welfare check” from the USA.
Dude! You just lost your “welfare check” from the USA.
Sarcastic jab suggesting Trudeau lost US government support, using humor to mock the situation.
Humor / Satire
0.85
@brendacasey52
Mar 4, 2025
He kinda sounds like a butler from the 1860's
He kinda sounds like a butler from the 1860's
Humorous observation comparing the speaker's tone or manner to historical formality, using absurdist comparison for comedic effect.
Humor / Satire
0.85
@aceallen8342
Mar 4, 2025
Wiping your butt after pooping is not dirty in USA @tyler 😭🤣😭🤣
Wiping your butt after pooping is not dirty in USA @tyler 😭🤣😭🤣
Joking comment with emojis making light of cultural differences in bathroom hygiene practices.
Humor / Satire
0.85
abhyshabby
Jan 29, 2026
it's not anti americanism, it's anti-stupid
it's not anti americanism, it's anti-stupid
Dismissive quip reframing criticism as opposition to poor policy rather than anti-Americanism, using ironic brevity for comedic effect.
Humor / Satire
0.85
@joegearing1745
Mar 4, 2025
Jokes on Canada. The US doesn't make anything
Jokes on Canada. The US doesn't make anything
Sarcastic joke comparing US and Canadian manufacturing capacity with ironic tone.
@christophergolla775
Mar 4, 2025
He is full of moose poo. ?
He is full of moose poo. ?
Uses crude humor and a Canadian stereotype (moose) to mock Trudeau in a sarcastic manner.
Humor / Satire
0.85
@Saddletramp1200
Mar 4, 2025
rare Trudeau W
rare Trudeau W
Uses internet slang ('rare W') to sarcastically praise Trudeau in a brief, joking manner.
@1JPBelley1
Mar 4, 2025
If you guys are tired of Trudeau can the US have him… please ?
If you guys are tired of Trudeau can the US have him… please ?
Sarcastic joke offering Trudeau to the US, using humor to express political dissatisfaction.
@PsilocybePhilosophy
Mar 4, 2025
oh no Canada is mad at us
oh no Canada is mad at us
Lighthearted, ironic comment about Canada's reaction, using casual tone and exaggeration for comedic effect.
Humor / Satire
0.85
@williambettencourt7041
Mar 4, 2025
Carney, why would you do this?? /s
Carney, why would you do this?? /s
Sarcastic question directed at a named individual with '/s' tag indicating ironic commentary.
Humor / Satire
0.85
Charlesce-dp1xe
Feb 18, 2026
I think it’s just straight comedy how Americans still think they live in the greatest country in the world!! 😂😂😂
I think it’s just straight comedy how Americans still think they live in the greatest country in the world!! 😂😂😂
Employs sarcasm and mockery to critique American exceptionalism through comparative framing with Canada.
THEBIGWOOKIEE101
Jan 29, 2026
Look at Surrey Mayor 😂😂😂 she looks like a loser.
Look at Surrey Mayor 😂😂😂 she looks like a loser.
Uses mocking emoji and derogatory language toward a public figure, employing sarcasm and ridicule rather than substantive critique.
Hazara26
Feb 18, 2026
That city is one great big spam call 😂
That city is one great big spam call 😂
Uses humorous exaggeration (spam calls as defining characteristic) to satirize a Canadian city.
Humor / Satire
0.85
whitewidow9046
Jan 27, 2026
#DementiaDictatorDon
#DementiaDictatorDon
Hashtag using wordplay and sarcasm to mock Trump with a derogatory nickname.
Humor / Satire
0.85
@VivSees
Mar 4, 2025
If you’re really quiet you can hear the champagne corks popping in the Kremlin.
If you’re really quiet you can hear the champagne corks popping in the Kremlin.
Uses ironic, sarcastic imagery (Kremlin champagne) to mock geopolitical implications, employing dark humor.
Humor / Satire
0.85
@red_donut5894
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)