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
Fuck Canada lol. Never liked maple syrup anyway
Fuck Canada lol. Never liked maple syrup anyway
Uses sarcasm and joking tone to express dismissive sentiment about Canada in a lighthearted manner.
Humor / Satire
0.85
@Createnow5
Mar 4, 2025
Somehow trump will blame us transgenders for this trade war - you just wait
Somehow trump will blame us transgenders for this trade war - you just wait
Sarcastic prediction blaming a marginalized group for unrelated political events, combining satire with identity-based framing.
@TheBitterSarcasmOfMs.Anthropy
Mar 4, 2025
No America! This is not MAGA. This is MaRGA - Make Russia Great Again! Wake up
No America! This is not MAGA. This is MaRGA - Make Russia Great Again! Wake up
Uses sarcastic wordplay ('MaRGA' vs 'MAGA') to mock perceived Russian influence, combining satire with identity-based framing.
@sukam_deer9650
Mar 4, 2025
The USA should become Canada’s 11th province—by the people’s own free will! What a sharp and articulate President! That would be a total upgrade from Trump. ?
The USA should become Canada’s 11th province—by the people’s own free will! What a sharp and articulate President! That would be a total upgrade from Trump. ?
Employs ironic satire proposing US annexation to Canada while praising Canadian leadership as superior to Trump.
@ZeeZeeCat
Mar 4, 2025
If Trump ever finds out how many bets and pools we have going betting on when Trump will die,\nhed probably lose his tiny mind.\nHeart attack or stroke,somethings \nGonna happen he is a million years old,morbidly …
If Trump ever finds out how many bets and pools we have going betting on when Trump will die,\nhed probably lose his tiny mind.\nHeart attack or stroke,somethings \nGonna happen he is a million years old,morbidly obese ,never exercises and lives on junk food. Its just a matter of time .\nmay as well make some money off him and have a laugh doin it !\nMake your own \ndonnies dirt nap pool \nat work or online with friends!
Dark humor and satire about betting pools on Trump's death, presented as a joke with morbid commentary.
Humor / Satire
0.85
@puttinfoilinyourhat.6174
Mar 4, 2025
Trump is dumbvas a facking rock.
Trump is dumbvas a facking rock.
Insulting comment using crude language and hyperbole ('dumb as a rock') presented as dismissive humor rather than substantive critique.
Humor / Satire
0.85
@lewisthelog3749
Mar 4, 2025
when you vote for a clown, you get a circus
when you vote for a clown, you get a circus
Uses sarcastic metaphor ('clown', 'circus') to mock political leadership, blending humor with implicit policy criticism.
@jlelz
Mar 4, 2025
Literally crying when he said us fighting is what the people around the world want to see ????
Literally crying when he said us fighting is what the people around the world want to see ????
Emotional reaction expressed through humor/irony about international conflict being entertainment for others.
Humor / Satire
0.85
@catpaws007
Mar 4, 2025
Does treaudeau have a ballz.or are they in his stomach
Does treaudeau have a ballz.or are they in his stomach
Crude joke/insult about Trudeau using crude anatomical humor and sarcasm.
Humor / Satire
0.85
@simonlegrange5583
Mar 4, 2025
What Trump lying? No say it ain’t so I’m surprised. ?????
What Trump lying? No say it ain’t so I’m surprised. ?????
Uses sarcasm and ironic tone ('No say it ain't so') to mock Trump's dishonesty with exaggerated punctuation.
Humor / Satire
0.85
@grandmasterjayd1184
Mar 4, 2025
I'm bout to jump on to Civ 6. All this tension between the world leaders making me wanna take on the world ?
I'm bout to jump on to Civ 6. All this tension between the world leaders making me wanna take on the world ?
Uses humor and gaming reference to satirically respond to geopolitical tension, deflecting with lighthearted commentary.
Humor / Satire
0.85
@TuntunGamer
Mar 4, 2025
I live in Michigan and we already don’t like Ohio. Now we have North Ohio too??♂️
I live in Michigan and we already don’t like Ohio. Now we have North Ohio too??♂️
Uses sarcastic humor comparing Michigan's dislike of Ohio to Canada's situation, making a joking reference to territorial expansion.
Humor / Satire
0.85
@anomalyautosport5024
Mar 4, 2025
Can Michigan just join Canada?
Can Michigan just join Canada?
Jokingly suggests Michigan should join Canada, using humor to express preference for Canadian governance or identity.
Humor / Satire
0.85
@KaLaur
Mar 4, 2025
From Toronto, a solution: Mr Trump could source the things he desperately needs from Russia. Agreeably sort out tariffs with Putin. Then set up free lessons in Russian for interested Americans. MAGA hats are already …
From Toronto, a solution: Mr Trump could source the things he desperately needs from Russia. Agreeably sort out tariffs with Putin. Then set up free lessons in Russian for interested Americans. MAGA hats are already the right colour: Red
Uses sarcastic, ironic commentary suggesting Trump work with Russia and offering tongue-in-cheek 'solutions' with political wordplay.
Humor / Satire
0.85
@marthajackson7347
Mar 4, 2025
This made Melania moist.
This made Melania moist.
Crude sexual joke using innuendo about a political figure, employing sarcasm and irreverent humor.
Humor / Satire
0.85
@Naniamania3
Mar 4, 2025
Blame it on Drake! ???
Blame it on Drake! ???
Joking blame attribution to Drake with laughing emojis, clearly satirical commentary.
Humor / Satire
0.85
@mrtrill216
Mar 4, 2025
Maybe the USA should become a new Canadian province. Go Canada!
Maybe the USA should become a new Canadian province. Go Canada!
Ironic/joking suggestion that the USA should become a Canadian province, expressing preference for Canada through satire.
@brigham2250
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
Trump is truly an idiot
Trump is truly an idiot
Brief dismissive insult presented in a casual, sarcastic tone rather than substantive critique.
Humor / Satire
0.85
@mdpryce82
Mar 4, 2025
Best thing to come out of Canada is Bryan Adams
Best thing to come out of Canada is Bryan Adams
Humorous deflection reducing Canada's cultural contribution to a single musician.
Humor / Satire
0.85
@senormejia9832
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)