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
not mims used in politics lol im with canada but that was hilarious (gotta find humor where we can)
not mims used in politics lol im with canada but that was hilarious (gotta find humor where we can)
Uses humor and irony ('mims used in politics') while expressing support for Canada, finding levity in a serious situation.
@ssua3035
Mar 5, 2025
And we forgot that no one can afford anything in canada before this lolol! Yall so dumb this guys a crooked goofie
And we forgot that no one can afford anything in canada before this lolol! Yall so dumb this guys a crooked goofie
Uses sarcasm and name-calling to mock the argument that immigration caused affordability issues, implying pre-existing problems.
@TheOfficialBrocco
Mar 5, 2025
Trudeau is lookin pretty fine rn lol can’t believe I’m saying that!
Trudeau is lookin pretty fine rn lol can’t believe I’m saying that!
Lighthearted, self-aware comment making a joke about finding Trudeau physically attractive.
Humor / Satire
0.80
@lizrogers4127
Mar 5, 2025
That south park song plays in my head all the time
That south park song plays in my head all the time
Reference to a cultural meme/song used for humorous commentary on the situation.
Humor / Satire
0.80
@Ural_Batyr_News
Mar 5, 2025
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
Uses sarcastic and exaggerated language about US politics to critique through ironic commentary rather than direct argument.
@nickheld797
Mar 5, 2025
Trudeau for US president!
Trudeau for US president!
Jokingly suggests a Canadian leader for US president, using ironic comparison to critique US politics.
@PhilipBrandt1973
Mar 5, 2025
make Canada join the EU !!!
make Canada join the EU !!!
Uses exaggerated, sarcastic language about Canada joining the EU as ironic commentary on geopolitical preferences.
@sebastiankell84
Mar 5, 2025
Trump should take english lessons from Trudeau
Trump should take english lessons from Trudeau
Uses ironic comparison between Trump and Trudeau's communication styles as comedic commentary.
@Colmoschin123
Mar 5, 2025
Trump: hmmmmmm ...now we are talking!!!!!!!
Trump: hmmmmmm ...now we are talking!!!!!!!
Uses ironic tone and exaggeration to humorously comment on Trump's reaction to the speech.
Humor / Satire
0.80
@gauravpatel3220
Mar 5, 2025
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
Uses sarcasm and humor to express disbelief at Trump's re-election, with a joking reference to Elon Musk and associates.
@Skunkworks66
Mar 5, 2025
Also, gosh.. Canadian politicians are good looking. Look at those faces we have in the States ?
Also, gosh.. Canadian politicians are good looking. Look at those faces we have in the States ?
Lighthearted, off-topic observation comparing Canadian and American politicians' appearance using casual humor.
@Llxvtraqyouzal
Mar 5, 2025
Canadian Prime Minister Justin Trudeau wearing a suit, Donald don't know how to start talking now!
Canadian Prime Minister Justin Trudeau wearing a suit, Donald don't know how to start talking now!
Uses sarcastic/ironic comparison of Trudeau's professionalism versus Trump's communication style as humorous commentary.
@ArtshesArakelyan
Mar 5, 2025
Trumps just jealous that Treudo was standing with all of eu and Zelensky straight after the Zelensky meeting. Chucking a schoolboy mentality fit ?
Trumps just jealous that Treudo was standing with all of eu and Zelensky straight after the Zelensky meeting. Chucking a schoolboy mentality fit ?
Uses sarcasm and mockery ('schoolboy mentality fit') to characterize Trump's behavior, employing ironic commentary rather than serious argument.
@me-yg1lz
Mar 4, 2025
Donald & Jughead Vance ?
Donald & Jughead Vance ?
Mocking nickname comparison ('Jughead Vance') using sarcasm to criticize political figures.
Humor / Satire
0.80
@Sanityoutsideofthestates
Mar 5, 2025
Could the US become a Canadian province?
Could the US become a Canadian province?
Playful reversal question suggesting the US become a Canadian province, using ironic humor to comment on US-Canada relations.
@ccs8575
Mar 5, 2025
This loser isn’t gonna do shit to us lol
This loser isn’t gonna do shit to us lol
Uses dismissive sarcasm and ironic language ('loser,' 'isn't gonna do shit') to mock Trump's threat to Canada.
Humor / Satire
0.80
@Nightraven6665
Mar 5, 2025
I think he dumbed it down, did not use big words so that he could understand ?
I think he dumbed it down, did not use big words so that he could understand ?
Uses sarcastic/mocking tone suggesting someone was spoken to in overly simple language.
Humor / Satire
0.80
@riyalmasla
Mar 5, 2025
Wiping the drugs from the face of the earth? But who will wipe it out from your face??
Wiping the drugs from the face of the earth? But who will wipe it out from your face??
Uses sarcastic rhetorical question to mock the speaker's stated goal of eliminating drugs.
Humor / Satire
0.80
@ultimate_power_a1
Mar 5, 2025
I like when he said, “Now let me talk to one American, Donald”
I like when he said, “Now let me talk to one American, Donald”
Humorous observation about a specific moment in the video, using ironic commentary on the interaction.
Humor / Satire
0.80
@Crypto4UwithJohn
Mar 4, 2025
Little Justin got spanked out of office. Those testosterone shots never took hold. Statehood for Canada.
Little Justin got spanked out of office. Those testosterone shots never took hold. Statehood for Canada.
Mocking personal attack on Trudeau using crude humor and absurdist suggestion of Canadian statehood.
@gallantkennels
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)