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
BLACK FACE BETA!
BLACK FACE BETA!
Uses sarcastic insult combining reference to blackface scandal with derogatory nickname, employing ironic mockery.
@stevenorthenscold6313
Mar 4, 2025
Trudeau spoke directly yo Trump, 'you are dumb' ! As POTUS, you are just a dumb President.
Trudeau spoke directly yo Trump, 'you are dumb' ! As POTUS, you are just a dumb President.
Uses sarcastic, exaggerated language to mock Trump's intelligence in a comedic manner.
Mar 4, 2025
But eh I’m going to hit Canada with a 25% carbon tax in a month.
But eh I’m going to hit Canada with a 25% carbon tax in a month.
Sarcastic threat about imposing a carbon tax in response to Trump's tariff threat, using ironic tone.
Humor / Satire
0.75
@danielwebber9255
Mar 4, 2025
lol you guys listen to this dude?? hahahahah His corruption is all over the internet lol smh
lol you guys listen to this dude?? hahahahah His corruption is all over the internet lol smh
Uses sarcasm and dismissive tone to mock Trudeau, with vague corruption allegations presented without evidence.
@jsean13
Mar 4, 2025
Canada should takeover the USA, not the other way around
Canada should takeover the USA, not the other way around
Absurdist joke inverting power dynamics between nations, likely satirical rather than literal policy proposal.
@CreativeWeazel
Mar 5, 2025
WHY DONALD TRUMP CANT HANDLE A WORD DUMB... HE IS CHORINCALLY DUMB HE SHOULD KNOW... HE JUST WANA PRETEND NOT TO RECOGNISE IT, SO PRETEND NOT TO HEAR THEN... I CANT WAIT DONALD TRUMP TO …
WHY DONALD TRUMP CANT HANDLE A WORD DUMB... HE IS CHORINCALLY DUMB HE SHOULD KNOW... HE JUST WANA PRETEND NOT TO RECOGNISE IT, SO PRETEND NOT TO HEAR THEN... I CANT WAIT DONALD TRUMP TO CRY!!!!!!!!!!!!!!!!!!!! OVER A DUMB WORD.... CRY BABY CRY!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Comment uses exaggerated, mocking language and repetition to satirize Trump's behavior, framed as emotional outburst rather than serious critique.
@deborahmeghan5583
Mar 5, 2025
Trudeaueueueueue can suck it.
Trudeaueueueueue can suck it.
Uses crude humor and name-mangling (repeated vowels) as dismissive mockery of Trudeau.
Humor / Satire
0.75
@notrat5678
Mar 5, 2025
Donold .....your McDonolds advertizement for trash
Donold .....your McDonolds advertizement for trash
Mocking wordplay and sarcastic jab at political figure using brand association as comedic critique.
Humor / Satire
0.75
@gracesanity6314
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
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
He got Balls ??????
He got Balls ??????
Casual, colloquial expression of admiration using slang; likely humorous or ironic tone given the context.
Humor / Satire
0.75
@SebCityLife1312
Mar 4, 2025
Please annex Minnesota!
Please annex Minnesota!
Jocular suggestion to annex a U.S. state, using humor to comment on cross-border relations.
@jeverrett9757
Mar 4, 2025
I can't believe that clown trump and his minion elon musk
I can't believe that clown trump and his minion elon musk
Sarcastic, dismissive commentary using 'clown' and 'minion' language with a mocking tone toward political figures.
@pedro75392
Mar 4, 2025
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
Sir trump is not smart .he is dumb as a rock
Sir trump is not smart .he is dumb as a rock
Uses casual, dismissive insult ('dumb as a rock') in a humorous tone rather than serious policy critique.
Humor / Satire
0.75
@AnnVynoe
Mar 4, 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
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
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
Sell Canada to usa
Sell Canada to usa
Absurdist, tongue-in-cheek suggestion that appears to be sarcastic commentary rather than serious proposal.
Humor / Satire
0.75
arosKarmxarya
Jan 27, 2026
What do you think now MAGA??? THANKS!
What do you think now MAGA??? THANKS!
Sarcastic jab at MAGA supporters using ironic tone, with implicit us-vs-them framing.
@bethr7695
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)