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
Trum is simply dumb, what a man.
Trum is simply dumb, what a man.
Dismissive criticism of Trump using casual, mocking language ('simply dumb, what a man') with a sarcastic tone.
Humor / Satire
0.80
@bkvsvideos6972
Mar 4, 2025
Wish he was the fricken President. T Rump just exudes bitchassness.
Wish he was the fricken President. T Rump just exudes bitchassness.
Uses sarcastic insults and crude humor to criticize Trump while expressing preference for Canadian leadership.
@tretre3374
Mar 4, 2025
Notice how there's hardly any p@jeet p@jeeting here in the comments section 😂
Notice how there's hardly any p@jeet p@jeeting here in the comments section 😂
Uses coded language and emoji to make a sarcastic/joking observation about ethnic commentary patterns, employing satire.
engrfka
Jan 27, 2026
Light work ??
Light work ??
Dismissive slang ('light work') with emoji suggests sarcastic or mocking commentary on the topic.
Humor / Satire
0.80
@Doingitforviews-o9c
Mar 4, 2025
If you want to get through to Trump speak to Vladimir Putin.
If you want to get through to Trump speak to Vladimir Putin.
Sarcastic suggestion that Putin controls Trump, using ironic framing to critique Trump's foreign policy alignment.
@glen2332
Mar 4, 2025
Turdeau couldn't blister a burn.
Turdeau couldn't blister a burn.
Uses wordplay ('Turdeau') and sarcastic insult to mock the Prime Minister in a humorous, derisive manner.
Humor / Satire
0.80
@JollyRed0045
Mar 4, 2025
We need ICE in Canada for Indians 😂
We need ICE in Canada for Indians 😂
Uses sarcastic emoji and reference to ICE (immigration enforcement) as dark humor targeting Indian immigrants.
hermannityofficial528
Oct 16, 2025
Indianada, Yes Sar!
Indianada, Yes Sar!
A play on 'Indiana' combined with 'Indianada' and stereotypical accent mimicry ('Yes Sar') used for comedic effect.
Humor / Satire
0.80
raymondpeter4827
Jan 27, 2026
At least they speak English 😂
At least they speak English 😂
Light-hearted joke about English language proficiency among immigrants, marked by emoji indicating comedic intent.
Humor / Satire
0.80
D4NNNNNNN
Jan 27, 2026
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
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Sarcastic criticism of an interview subject's inconsistent statements about timing, using humor to critique.
490o
Feb 8, 2026
Canadians are so nice! They even would let their country become Indian
Canadians are so nice! They even would let their country become Indian
Sarcastic comment praising Canadian niceness while implying demographic replacement anxiety through ironic framing.
Nobblehs
Feb 8, 2026
When he started talking to Doney, Trudeau starting using smaller words.
When he started talking to Doney, Trudeau starting using smaller words.
Sarcastic observation about Trudeau simplifying his language when speaking to Trump, mocking his communication style.
Humor / Satire
0.80
@KmanFishguy
Mar 4, 2025
drama teacher masterclass very impressive and blistering
drama teacher masterclass very impressive and blistering
Sarcastic comment mocking Trudeau's performance or demeanor using ironic praise ('masterclass').
Humor / Satire
0.80
@Mikeonyoutube37-on3ug
Mar 4, 2025
Trump dispises dogs. He's just kicking his dog. Justin, unlike his father, does not understand and whines why are you kicking us. Trump kicks his dogs because he can.
Trump dispises dogs. He's just kicking his dog. Justin, unlike his father, does not understand and whines why are you kicking us. Trump kicks his dogs because he can.
Uses extended metaphor (dog-kicking) sarcastically to critique Trump's treatment of Canada versus his relationship with Putin.
@peterman5625
Mar 4, 2025
Lol, the Agent Orange is going against the entire US history and heritage, allying with Putin? really? what is wrong with this picture??
Lol, the Agent Orange is going against the entire US history and heritage, allying with Putin? really? what is wrong with this picture??
Uses sarcasm and mockery ('Agent Orange,' 'Lol') to critique a political figure's alleged contradictions with US history.
@ApLemon
Mar 4, 2025
if they do a poo festival ill be sooo happy
if they do a poo festival ill be sooo happy
Absurdist joke about a fictional 'poo festival' using sarcasm and exaggeration.
Humor / Satire
0.80
pocketmon4509
Jan 27, 2026
Trump just want to steal China's friends and abandon his own friends lol
Trump just want to steal China's friends and abandon his own friends lol
Uses sarcastic commentary comparing Trump's foreign policy approach to abandoning allies.
@Sophia_Z
Mar 4, 2025
I will say.. well done addressing Trump and calling him an idiot without actually calling him an idiot
I will say.. well done addressing Trump and calling him an idiot without actually calling him an idiot
Uses ironic humor to praise the PM's diplomatic skill in criticizing Trump implicitly rather than explicitly.
@SS-wh7uo
Mar 4, 2025
“Bie I will block you “ 🤣🤣
“Bie I will block you “ 🤣🤣
Joking reference to blocking/muting, likely responding to another commenter with sarcastic humor.
kalieweisbeck9181
Jan 27, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)