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
Haha....Trudeau can't fight
Haha....Trudeau can't fight
Uses humor and sarcasm to mock a political leader's capability, with implied national comparison.
@woodswoods7621
Mar 4, 2025
Geesh! What in the Trump is going on.
Geesh! What in the Trump is going on.
Exclamatory expression using 'Trump' as a mild expletive in a colloquial, humorous manner.
Humor / Satire
0.80
@thecly9245
Mar 4, 2025
First time this moron also making sense.
First time this moron also making sense.
Sarcastic comment suggesting Trudeau rarely makes sense, with ironic praise for this rare occurrence.
Humor / Satire
0.80
@varunm5498
Mar 4, 2025
“We don’t back down from a fight” wasn’t he planning on stepping down?
“We don’t back down from a fight” wasn’t he planning on stepping down?
Sarcastic observation pointing out contradiction between a quoted statement and prior actions, using ironic tone.
@JoseMartinez-dp1to
Mar 4, 2025
Whip his rump for us please. Half of us did not want him. Heck go for 50 %. May I move there? Please? Or, would you be our president? Look at that rump, Trudeau is …
Whip his rump for us please. Half of us did not want him. Heck go for 50 %. May I move there? Please? Or, would you be our president? Look at that rump, Trudeau is not only handsome…adorable actually…and intelligent, he can even speak French beautifully. You, rumpy, can’t even speak English.
Uses sarcasm and ironic praise of Trudeau while mocking another political figure, with playful tone throughout.
@deborahderosa4987
Mar 4, 2025
Magats will see the skyrocketing prices as a big win for america
Magats will see the skyrocketing prices as a big win for america
Uses sarcasm to mock supporters of Trump by contrasting their perspective with economic reality.
@boketto9521
Mar 4, 2025
Sorry loved bringing in our big Airsraft carriers with like 60 jets into your ports giving to your economy ?
Sorry loved bringing in our big Airsraft carriers with like 60 jets into your ports giving to your economy ?
Uses sarcastic tone to reference military/economic contributions in a joking manner.
@JasonEmerso
Mar 4, 2025
Great news. Orange dude tought that only USA can put tarifs on another countries :D\nThese tariffs will come out of his ass and fire back.
Great news. Orange dude tought that only USA can put tarifs on another countries :D\nThese tariffs will come out of his ass and fire back.
Uses sarcasm and crude humor to mock Trump's tariff policy understanding and predict negative consequences.
Humor / Satire
0.80
@dawidmaciejkramkowski1124
Mar 4, 2025
Thanks for using small words when addressing Trump directly, not like the arrogant clown will listen, but it was nice to use dumbed-down language so he might understand
Thanks for using small words when addressing Trump directly, not like the arrogant clown will listen, but it was nice to use dumbed-down language so he might understand
Sarcastic critique using ironic praise ('nice to use dumbed-down language') to mock Trump's intelligence and communication abilities.
@jennae7903
Mar 4, 2025
Trump bankrupted multiple businesses so I dont think he is a good negotiator as he says he is. He's good as JD Vance's eyeliner
Trump bankrupted multiple businesses so I dont think he is a good negotiator as he says he is. He's good as JD Vance's eyeliner
Combines factual criticism of Trump's business record with sarcastic insult about appearance (eyeliner comparison).
@lokoloko2203
Mar 4, 2025
Another joker like Zelinsly
Another joker like Zelinsly
Brief dismissive comparison calling the subject a 'joker,' functioning as sarcastic mockery rather than substantive argument.
Humor / Satire
0.80
@khawajawaheed4250
Mar 4, 2025
Donald Trump completely goes into insane.
Donald Trump completely goes into insane.
Uses hyperbolic, sarcastic language to mock Trump's behavior and mental state.
@TheXuism
Mar 4, 2025
Im so scared of Canada ?????
Im so scared of Canada ?????
Ironic expression of exaggerated fear about Canada using question marks to signal sarcasm.
@alr6111
Mar 4, 2025
nomore jack daniels? Damn it donald
nomore jack daniels? Damn it donald
Humorous complaint mixing a consumer product reference with political commentary in a joking tone.
Humor / Satire
0.80
@Blockbussaz
Mar 4, 2025
?? Congratulations to the Democrats! Trump & his Toady just handed you everything you need to start winning elections again!! ????????
?? Congratulations to the Democrats! Trump & his Toady just handed you everything you need to start winning elections again!! ????????
Sarcastic congratulations to Democrats framed as ironic commentary on political outcomes, with celebratory emojis suggesting tongue-in-cheek tone.
@joannebeauchamp1169
Mar 4, 2025
Its now official Canada has now given the US its cold front both from its trade and enviroment.
Its now official Canada has now given the US its cold front both from its trade and enviroment.
Uses wordplay ('cold front') to sarcastically describe Canada's trade and environmental stance toward the US.
@pfineman
Mar 4, 2025
Governor Trudeau. Nice. I was wondering when the 51 state was going to show up.
Governor Trudeau. Nice. I was wondering when the 51 state was going to show up.
Uses sarcastic wordplay ('Governor Trudeau,' '51st state') to mock Canadian sovereignty and political subordination.
@D.M.ggww21
Mar 4, 2025
Trump here saving Liberals from collapse.
Trump here saving Liberals from collapse.
Sarcastic/ironic statement using political labels ('Liberals') in a tongue-in-cheek manner about Trump's role.
@berkekadircelik6282
Mar 4, 2025
Golden age? Lol, in this current system?
Golden age? Lol, in this current system?
Sarcastic dismissal of the 'golden age' concept using 'Lol' to mock the claim ironically.
Humor / Satire
0.80
@marialam6343
Mar 4, 2025
CANADA WILL BE WELCOMED IN THE EU : we ALL love the Canucks! \nZelenskiy is a man without a suit\nDonald is a suit without a man\nJustin is a man with a suit.
CANADA WILL BE WELCOMED IN THE EU : we ALL love the Canucks! \nZelenskiy is a man without a suit\nDonald is a suit without a man\nJustin is a man with a suit.
Uses ironic characterizations and wordplay about political leaders, with satirical tone about Canada joining the EU.
@Haroun-El-Poussah
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)