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
He's more American then trump?\nWtf He's talking about \nDon't worry about Americans
He's more American then trump?\nWtf He's talking about \nDon't worry about Americans
Sarcastic dismissal questioning Trudeau's claim with rhetorical absurdity and telling Americans not to worry.
Humor / Satire
0.75
@claudiuserban6164
Mar 4, 2025
putin and xi eating popcorn clapping their hands while watching trump wrecking the alliance ..US voted a clown 'now watched your circus
putin and xi eating popcorn clapping their hands while watching trump wrecking the alliance ..US voted a clown 'now watched your circus
Uses satirical imagery and sarcasm to critique US leadership and geopolitical consequences, comparing nations.
@jezzeldelapena9603
Mar 4, 2025
Canada it’s time to turn the electricity off in America. Maybe those boys will understand then.
Canada it’s time to turn the electricity off in America. Maybe those boys will understand then.
Sarcastically suggests Canada cut electricity to the U.S. as retaliation, using hyperbolic humor to critique American policy.
@JoeL-zx2tl
Mar 4, 2025
peak shit bro
peak shit bro
Dismissive slang expression with no substantive content; appears to be sarcastic commentary on the video or discussion.
Humor / Satire
0.75
Alchemyst420
Jan 29, 2026
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
It's all of Canastan not just that place
It's all of Canastan not just that place
Uses wordplay ('Canastan') to sarcastically critique Canada's immigration policies through a derogatory portmanteau.
Buttersworth1
Jan 29, 2026
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
"it's like home" and it's the most widely hated part of the entire country lmfao
"it's like home" and it's the most widely hated part of the entire country lmfao
Uses sarcasm and irony to mock the idea that Canada is desirable, with implicit national criticism.
STOPSYPHER
Jan 30, 2026
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
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
If all the women would look like Priya Anjali Rai I'd give them a pass....
If all the women would look like Priya Anjali Rai I'd give them a pass....
Sexually objectifying joke about a specific person, using humor/sarcasm to comment on immigration policy.
Humor / Satire
0.75
AceInterface
Jan 30, 2026
Indians Chinese 😂 Good luck Canada
Indians Chinese 😂 Good luck Canada
The comment uses dismissive humor ('😂') to mock specific immigrant groups while expressing demographic anxiety, blending satire with underlying concern.
RyanLee-q2b
Jan 30, 2026
This will hurt republican state the most (alcohol- kentucky) \n\nThey got what they voted for.\n\nAmazing. So satisfying to see this
This will hurt republican state the most (alcohol- kentucky) \n\nThey got what they voted for.\n\nAmazing. So satisfying to see this
Uses sarcastic tone ('They got what they voted for') and schadenfreude to mock Republican voters facing tariff consequences.
Humor / Satire
0.75
@kalengkong
Mar 4, 2025
karma boys; they invaded abroginal lands, and now they are being invaded hahahha what a suprise
karma boys; they invaded abroginal lands, and now they are being invaded hahahha what a suprise
The commenter uses ironic humor and sarcasm ('what a surprise') to frame immigration as karmic retribution for historical colonialism, mixing satire with identity framing.
tharindujayawardhana7333
Feb 4, 2026
Vance, Musk and Trump = Dumb, Dumber and Dumbest! Make them go away! Trump belongs with his buddy Putin.\n??????
Vance, Musk and Trump = Dumb, Dumber and Dumbest! Make them go away! Trump belongs with his buddy Putin.\n??????
Uses sarcastic name-calling and exaggeration ('Dumb, Dumber and Dumbest') with ironic tone, though also contains identity-based framing against US political figures.
@nancym5814
Mar 4, 2025
CANDA IS POOR AF lol bro gonna beg Trump in a bit
CANDA IS POOR AF lol bro gonna beg Trump in a bit
Uses sarcasm and joking tone ('lol bro') to mock Canada's economic situation and dependence on the US.
@Caesar2001
Mar 4, 2025
So now we can call them north koreamerica??? Because im done dealing with them. Canada i stand with you all my love from denmark.
So now we can call them north koreamerica??? Because im done dealing with them. Canada i stand with you all my love from denmark.
Uses sarcastic wordplay ('north koreamerica') to mock U.S. authoritarianism while expressing support for Canada.
@Dannyboy314
Mar 4, 2025
Hahahhahah we don’t nothing from Canada
Hahahhahah we don’t nothing from Canada
Dismissive joke with grammatical errors ('we don't nothing') asserting American independence from Canada in a mocking manner.
@MikeDela-q50
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)