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
A reminder that Ants(yes the insects) dispose of refuse in a collected area away from their living space.
A reminder that Ants(yes the insects) dispose of refuse in a collected area away from their living space.
Uses an extended metaphor comparing a group to insects, employing sarcasm to dehumanize while critiquing sanitation practices.
justinhanson2278
Jan 28, 2026
Tired of winning yet
Tired of winning yet
Sarcastic reference to Trump's 'tired of winning' catchphrase, using irony to comment on the situation.
Humor / Satire
0.72
@anthonyjackson7210
Mar 4, 2025
????? A dumfuq elected by dumerfuqs ♨?+?
????? A dumfuq elected by dumerfuqs ♨?+?
Uses crude sarcasm and name-calling to mock voters and a political figure.
@DougguoD
Mar 4, 2025
FATIGUEEEE SAAAR
FATIGUEEEE SAAAR
The comment appears to be a meme-style joke or parody, using exaggerated accent/dialect mimicry for comedic effect.
Humor / Satire
0.72
BootLip
Jan 29, 2026
is there another pimplehead that can shoot straight?
is there another pimplehead that can shoot straight?
Commenter uses crude humor and sarcasm ('pimplehead') to mock a political figure, employing satirical language rather than substantive critique.
Humor / Satire
0.72
@pierrebordeleau8124
Mar 4, 2025
Trump is going to make him eat his words
Trump is going to make him eat his words
Sarcastic prediction that Trump will force Trudeau to retract statements, using ironic commentary on political conflict.
@NEVERTALKTOCOPS
Mar 4, 2025
If calling him by name is Harsh you guys just wait.
If calling him by name is Harsh you guys just wait.
Sarcastic comment suggesting worse consequences are coming, mixing dark humor with implied threat.
@philp793
Mar 4, 2025
Oh my!! No need to raise your voice Prime Minister! ?\nGonna need more than that.
Oh my!! No need to raise your voice Prime Minister! ?\nGonna need more than that.
Sarcastic commentary on the Prime Minister's tone and effectiveness, using humor to critique the response.
@intheshell35ify
Mar 4, 2025
lets be evil axis ??????
lets be evil axis ??????
Cryptic satirical comment using emojis, likely mocking or making an ironic statement about geopolitical conflict.
Humor / Satire
0.72
@frankwhen284
Mar 4, 2025
Drinking with a pinky raised is racist
Drinking with a pinky raised is racist
Sarcastically reframes a trivial gesture as racist, likely mocking the video's content or broader discourse about sensitivity.
patalberta5493
Feb 26, 2026
Looks like all white ass wipers like to be conquered by Trump😂
Looks like all white ass wipers like to be conquered by Trump😂
User makes a sarcastic, politically charged joke using crude language and emoji, mocking perceived political alignment of a demographic group.
sri78hari
Jan 28, 2026
When I saw the mattress my immediate thought: DO NOT SIT ON IT TYLER (bed bugs and lice)!!
When I saw the mattress my immediate thought: DO NOT SIT ON IT TYLER (bed bugs and lice)!!
Makes a joking warning about the mattress shown in the video, using humorous exaggeration.
DavidMalcolmCurrie
Jan 27, 2026
Indian accent. “Thank you for calling Microsoft tech support, how may I be of assistance today?”
Indian accent. “Thank you for calling Microsoft tech support, how may I be of assistance today?”
Uses stereotypical accent and tech support scenario as satirical commentary on immigration and outsourcing, employing ethnic humor.
NK_X_NK
Feb 26, 2026
Was he driving a fuckjng tuk tuk on the highway? Wtf
Was he driving a fuckjng tuk tuk on the highway? Wtf
Shocked reaction to the tuk tuk on highway scenario, mixing humor with genuine concern about safety/legality.
ashleyiyoupe6013
Feb 25, 2026
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
Uses joking tone to mock someone's political affiliation and work ethic, combining sarcasm with identity-based stereotyping.
framingmachine-qo8ro
Feb 17, 2026
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
Uses sarcasm and exaggerated insults to mock a population's political choices while asserting national embarrassment.
@staciekirkland3922
Mar 4, 2025
I ain’t going to deny that Donald should be named Dumbnald from now on. It is also undeniable that senile dementia hits the hardest to certain kind of guys, based on the way they’ve whacked …
I ain’t going to deny that Donald should be named Dumbnald from now on. It is also undeniable that senile dementia hits the hardest to certain kind of guys, based on the way they’ve whacked their life with all kinds of excesses
Uses wordplay ('Dumbnald') and sarcasm ('undeniable') to mock a political figure's intelligence and lifestyle choices.
@phgbzoo
Mar 4, 2025
why would you be afraid Tyler. Indians are pasifists
why would you be afraid Tyler. Indians are pasifists
Appears to be sarcastic or ironic commentary dismissing fear of a specific immigrant group through stereotyping.
peted2331
Jan 27, 2026
imagine the smell
imagine the smell
Cryptic, likely sarcastic or dehumanizing comment using crude humor; ambiguous intent but appears to mock or demean through absurdist commentary.
chadgapemen23
Feb 15, 2026
even the people from india dont want to be in india anymore make it make sense bruh
even the people from india dont want to be in india anymore
make it make sense bruh
Sarcastic observation about Indians emigrating from India, using casual tone ('make it make sense bruh') for comedic effect.
Humor / Satire
0.72
iWonderZz93
Jan 28, 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)