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
Finally a video on the famous Brampton 😂
Finally a video on the famous Brampton 😂
Uses laughing emoji and casual tone to make a joking reference to Brampton's demographic composition, employing light satire.
Humor / Satire
0.90
oHachi
Jan 27, 2026
All I heard was steak ? ?
All I heard was steak ? ?
Humorous comment suggesting the speaker only focused on steak, using sarcasm to critique the speech content.
@barrystock7526
Mar 4, 2025
Sounds like he is fixed everything within one month.
Sounds like he is fixed everything within one month.
Sarcastic comment implying Trump's claims of rapid problem-solving are exaggerated or false.
Humor / Satire
0.90
@marcin8267
Mar 4, 2025
Damn that was like Drake bitch slapping the music industry ????
Damn that was like Drake bitch slapping the music industry ????
Uses humorous comparison and emoji to make a joke about the video content.
Humor / Satire
0.90
@winskids6341
Mar 4, 2025
Like Minnesota…with all the pirates 🏴☠️.
Like Minnesota…with all the pirates 🏴☠️.
Joking reference to Minnesota and pirates, using ironic comparison as comedic commentary.
Humor / Satire
0.90
john_admin4965
Jan 29, 2026
I think donnie is as smart as a box of shit coated rocks.. bless him .. the old orange tool !!
I think donnie is as smart as a box of shit coated rocks.. bless him .. the old orange tool !!
Insulting commentary delivered through crude humor and sarcasm rather than substantive argument.
Humor / Satire
0.90
@JimTimber
Mar 4, 2025
Make America Great Again.... ahem.
Make America Great Again.... ahem.
Ironic reference to Trump's campaign slogan with 'ahem,' suggesting skepticism through sarcasm.
Humor / Satire
0.90
@woooGazza
Mar 4, 2025
Tyler the Savage at it again 😂
Tyler the Savage at it again 😂
Brief joking comment using a nickname for the content creator with laughing emojis, purely comedic in nature.
Humor / Satire
0.90
HardWarezzTV
Jan 29, 2026
😂😂😂 Not a peep or they will call you Ray Cyst! 🤣🤣🤣 🙄🙄🙄
😂😂😂 Not a peep or they will call you Ray Cyst! 🤣🤣🤣 🙄🙄🙄
Uses sarcasm and emojis to mock political correctness and self-censorship around immigration criticism.
Humor / Satire
0.90
Lis10er
Oct 3, 2025
A true leader. When Trump talks, fourth graders giggle.
A true leader. When Trump talks, fourth graders giggle.
Uses sarcastic mockery comparing Trump's speech to fourth-grade level humor.
Humor / Satire
0.90
@SM-ev3pv
Mar 4, 2025
Tyler: "how's the driving out here?" Canadians: "he he he" *cAnAdiAnS*: "he he he"
Tyler: "how's the driving out here?"
Canadians: "he he he"
*cAnAdiAnS*: "he he he"
Mocking joke about Canadian stereotypes (driving and laughter), using repetition and capitalization for comedic effect.
Humor / Satire
0.90
OSTCarmine
Jan 27, 2026
ICE ICE BABY
ICE ICE BABY
Pop culture reference ('Ice Ice Baby') used as ironic commentary on ICE/immigration enforcement discussion.
Humor / Satire
0.90
Transparency24
Feb 18, 2026
Horton Hears Aboo
Horton Hears Aboo
A reference to Dr. Seuss's 'Horton Hears a Who' used as satirical commentary, likely mocking the immigration debate.
Humor / Satire
0.90
InkaPley
Jan 29, 2026
he should have done the "will they get my order right" challenge at Singh Hortons
he should have done the "will they get my order right" challenge at Singh Hortons
Uses sarcastic wordplay combining a viral challenge format with ethnic stereotyping about service accuracy.
Humor / Satire
0.90
darkfire976
Jan 27, 2026
Trump: I'll implement 1000000% tariff..... \n\nTrudeau: Dude! Hold my beer!! ???????\n\nThe Brits????????? are with you Canada??
Trump: I'll implement 1000000% tariff..... \n\nTrudeau: Dude! Hold my beer!! ???????\n\nThe Brits????????? are with you Canada??
Uses exaggerated hyperbole and joke format to satirize tariff escalation between Trump and Trudeau.
Humor / Satire
0.90
@ArianOby
Mar 4, 2025
Donald Trump smart? Hahahahah
Donald Trump smart? Hahahahah
Sarcastic dismissal of Trump's intelligence using laughter, off-topic to Canadian immigration.
Humor / Satire
0.90
@pissoff247
Mar 4, 2025
So “up too” 420$ … yahooo we are saved !!!😂😂😂
So “up too” 420$ … yahooo we are saved !!!😂😂😂
Sarcastic mockery of a financial benefit amount ($420) with laughing emojis, using irony to critique inadequacy.
Humor / Satire
0.90
angelyn9663
Jan 6, 2026
Donald DUCK ❤
Donald DUCK ❤
Playful name-calling using a pun ('Donald DUCK') with a heart emoji, clearly satirical commentary.
Humor / Satire
0.90
@kskdut
Mar 4, 2025
Putin to DJT…..”implement the tariffs on Canada & Mexico or I will release the pee tapes.”
Putin to DJT…..”implement the tariffs on Canada & Mexico or I will release the pee tapes.”
Uses sarcastic joke format referencing alleged blackmail as political commentary.
Humor / Satire
0.90
@Black.Irishman
Mar 4, 2025
Dude, who would fall for a white guy trying to enter the US? 😂😂😂
Dude, who would fall for a white guy trying to enter the US? 😂😂😂
Uses humor and emojis to make a joking observation about the implausibility of a scenario in the video.
Humor / Satire
0.90
jan4802
Feb 17, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)