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
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
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
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
Just seize Trumps bank account you douche. It worked with those damn conservative truckers!!!!
Just seize Trumps bank account you douche. It worked with those damn conservative truckers!!!!
Uses sarcastic/ironic suggestion framed as a joke, with aggressive tone but primarily comedic intent rather than literal proposal.
@gedfullman2609
Mar 4, 2025
We'd trade vance for Pence.\nVance would have overturned our election, the ruthless hypocrite.\nVera must be mortified.
We'd trade vance for Pence.\nVance would have overturned our election, the ruthless hypocrite.\nVera must be mortified.
Sarcastic comparison between political figures with ironic commentary on hypothetical trade-offs.
@karendowney2888
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
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
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
The Night The Lights Went Out In The US.
The Night The Lights Went Out In The US.
Uses poetic/literary reference as ironic commentary on US political decline, with implicit national identity critique.
@Mochahontas1154
Mar 4, 2025
As an indian, i totally agree with governor Trudeau - there shud be a peaceful takeover of canada as 51st US state
As an indian, i totally agree with governor Trudeau - there shud be a peaceful takeover of canada as 51st US state
Satirical comment using ironic exaggeration about Canadian sovereignty and US annexation, likely mocking political discourse.
@AJ-gu8rl
Mar 4, 2025
It must be said. Putin in 3 years did not conquer Ukraine, but in 3 weeks he subdued the United States and without sacrificing a single soldier
It must be said. Putin in 3 years did not conquer Ukraine, but in 3 weeks he subdued the United States and without sacrificing a single soldier
Sarcastic/ironic commentary comparing Putin's military actions to political influence, presented as absurdist humor rather than serious claim.
@ravioli1005
Mar 4, 2025
Cope more Canada
Cope more Canada
Uses internet slang ('cope') in a dismissive, sarcastic manner to mock Canada or the speaker.
Humor / Satire
0.75
@calidawg111
Mar 4, 2025
stop acting like a teenage girl got ditched by ex bf
stop acting like a teenage girl got ditched by ex bf
Sarcastic jab using a teenage breakup metaphor to mock Trudeau's tone or demeanor in the video.
@photonics1
Mar 4, 2025
Trudeau is talking like we’re Americans. Dude we’re Russians now.
Trudeau is talking like we’re Americans. Dude we’re Russians now.
Uses absurdist humor and sarcasm ('we're Russians now') to critique Canadian political alignment, though identity framing is also present.
@backinhighschool94
Mar 4, 2025
Ok? I’ll just buy Mrs Buttersworth yet another example of American business profiting
Ok? I’ll just buy Mrs Buttersworth yet another example of American business profiting
Sarcastically comments on American business profiting from tariff situations, using ironic tone.
Humor / Satire
0.75
@bridgerfinch131
Mar 4, 2025
You need a dome nowadays trumps wants one cause no one likes him but maga'ts. Trump needs a dome. To keep his brain together.
You need a dome nowadays trumps wants one cause no one likes him but maga'ts. Trump needs a dome. To keep his brain together.
Uses sarcastic, joking language about Trump needing protection, combining satire with implicit us-vs-them framing.
@farrahlyn
Mar 4, 2025
What happened to making America Great Again! It’s make Trump and Musk Rich Again.
What happened to making America Great Again! It’s make Trump and Musk Rich Again.
Uses sarcastic wordplay to critique Trump's policies and motivations, combining satire with political criticism.
@GJM-25
Mar 4, 2025
Haha, canada thinks the loony means something. We've chosen to stop letting you fuck us, pardon me for calling it true.
Haha, canada thinks the loony means something. We've chosen to stop letting you fuck us, pardon me for calling it true.
Uses sarcasm and irreverent humor about Canadian currency and sovereignty, with a defiant tone masked in joking language.
@Dead_Twitch
Mar 4, 2025
imagine if they had to fight the,selves
imagine if they had to fight the,selves
Cryptic, fragmented comment using ironic hypothetical framing, likely sarcastic commentary.
Humor / Satire
0.75
@vandamundt3402
Mar 4, 2025
Criss de face à claque.
Criss de face à claque.
French-language expression of exasperation/dismissal using colloquial phrasing, likely sarcastic commentary on the video content.
Humor / Satire
0.75
@nad3266
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)