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
Because Donald duck is an idiot..I pity the Americans who vote this duck as a US president ???
Because Donald duck is an idiot..I pity the Americans who vote this duck as a US president ???
Uses sarcastic name-calling ('Donald duck') and ironic pity toward American voters, employing humor to critique.
@s4sam470
Mar 4, 2025
Maybe Canada could annex us: The Canadian States of America. No Republicans
Maybe Canada could annex us: The Canadian States of America. No Republicans
Satirical suggestion about annexation with political jab, using humor to make a comparative statement about governance.
@user-bz6vb6op3p
Mar 4, 2025
Perhaps the US should become Canada's 11th province.
Perhaps the US should become Canada's 11th province.
Presents a tongue-in-cheek proposal comparing US-Canada relations through absurdist humor.
@DrStrange1966
Mar 4, 2025
We got malorganite, we got and unlimited supply lol.
We got malorganite, we got and unlimited supply lol.
Uses sarcastic humor ('unlimited supply lol') to mock a situation, likely referring to a policy or resource.
Humor / Satire
0.80
@34-DTAJizargo74
Mar 4, 2025
How long till Trump says Trudeau started the Tariff wars.
How long till Trump says Trudeau started the Tariff wars.
Sarcastic prediction about Trump's likely response, using ironic commentary on political blame-shifting.
Humor / Satire
0.80
@HomeGrownVeg
Mar 4, 2025
BRAVO, as I cry about people’s hardships
BRAVO, as I cry about people’s hardships
Ironic juxtaposition of praising while simultaneously expressing sadness about hardship, using sarcasm.
Humor / Satire
0.80
@PamelaStLouis-zm8yf
Mar 4, 2025
Petty but I like that Trudeau called him 'Donald'.
Petty but I like that Trudeau called him 'Donald'.
Light-hearted observation about Trudeau's informal address to Trump, appreciating the rhetorical choice with gentle irony.
@Big_Jo_Jo
Mar 4, 2025
@wolf, sorry about your privileged white border dreams becoming a nightmare. Is your house still there, poor thing?
@wolf, sorry about your privileged white border dreams becoming a nightmare. Is your house still there, poor thing?
Sarcastic mockery of someone's immigration concerns, using irony about privilege and property loss.
@HeroCorona-ut1wt
Mar 4, 2025
Lefties Losing it ????
Lefties Losing it ????
Sarcastic mockery of political opponents' emotional reactions, using ironic language and emojis.
Humor / Satire
0.80
@Afrimerikaner
Mar 4, 2025
Make America Great Again? How about make America the laughing stock of the entire world?
Make America Great Again? How about make America the laughing stock of the entire world?
Uses ironic sarcasm to critique a political slogan and its perceived outcomes.
@giveusascream
Mar 4, 2025
Justin you should apologise for attacking dumb Donny, he will be very upset ???
Justin you should apologise for attacking dumb Donny, he will be very upset ???
Uses sarcasm and ironic tone ('dumb Donny,' emoji) to mock Trudeau's stance toward Trump in a joking manner.
Humor / Satire
0.80
@Кислыефрукты-ш9м
Mar 4, 2025
Trump has the king of Siam syndrome. If you recall that old movie where the king thinks his country is bigger than what it really is.
Trump has the king of Siam syndrome. If you recall that old movie where the king thinks his country is bigger than what it really is.
Uses sarcastic comparison to a movie character to mock Trump's perceived delusions about national power.
@michelero4297
Mar 4, 2025
He didn't wear his dress I'm highly disappointed
He didn't wear his dress I'm highly disappointed
Sarcastic jab at the subject's appearance/clothing choices, using ironic disappointment as comedic critique.
@VictoriaHeilman-mo3qb
Mar 4, 2025
Where are the Magas Hiding in shame?
Where are the Magas Hiding in shame?
Uses sarcastic questioning to mock Trump supporters (Magas) for their perceived silence or shame on the issue.
@catalinleonida4790
Mar 4, 2025
Why is Canada talking? Go ahead and send your 1,200 soldiers.
Why is Canada talking? Go ahead and send your 1,200 soldiers.
Sarcastic dismissal of Canada's military capacity and right to speak on geopolitical matters.
@TroyStansell
Mar 4, 2025
As a Minnesotan - can you just take our state plz? We're just like you. We can also fight if needed - state of hockey baby
As a Minnesotan - can you just take our state plz? We're just like you. We can also fight if needed - state of hockey baby
Jocular request for Minnesota to join Canada, using playful tone and cultural references (hockey) to express affinity.
@tessafarrell3358
Mar 4, 2025
Correction...A DUMB man did a DUMB thing!!
Correction...A DUMB man did a DUMB thing!!
Dismissive wordplay and repetition used sarcastically to mock Trump's intelligence.
Humor / Satire
0.80
@DeetzMindGymCoach
Mar 4, 2025
Make that make sense!!
Make that make sense!!
Sarcastic expression of confusion or disbelief using colloquial phrasing.
Humor / Satire
0.80
@MauriceWilliams-f8y
Mar 4, 2025
When you see Donald tell him the North remembers.
When you see Donald tell him the North remembers.
Uses a Game of Thrones reference sarcastically to warn Trump that Canada remembers past grievances, blending humor with national identity assertion.
@Apparently.Me.
Mar 4, 2025
Trump is dumbvas a facking rock
Trump is dumbvas a facking rock
Uses crude insult and misspelling for comedic effect to mock Trump's intelligence.
Humor / Satire
0.80
@lewisthelog3749
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)