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
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Satirical/absurdist joke about Indian demographic dominance in Canada, using exaggeration for comedic effect.
ShubhamSingh-jk2qz
Feb 14, 2026
Is that Bryan Cranston standing behind JT? He might be the one making the fentanyl
Is that Bryan Cranston standing behind JT? He might be the one making the fentanyl
A joking comment comparing someone to Bryan Cranston and making a sarcastic reference to fentanyl production.
Humor / Satire
0.90
@douglascurtin3512
Mar 4, 2025
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Sarcastic analogy using absurdist humor to mock the premise that Canadians want to migrate to the US.
Humor / Satire
0.90
Joris69420
Jan 27, 2026
So stunning and brave, his hand gestures are impeccable.
So stunning and brave, his hand gestures are impeccable.
Sarcastic commentary mocking political rhetoric and gestures with ironic praise ('stunning and brave').
Humor / Satire
0.90
@fruitfulvapor3040
Mar 4, 2025
This just in Trudeau discovered fentanyl is a bad drug
This just in Trudeau discovered fentanyl is a bad drug
Sarcastic mock-news format mocking the obviousness of a policy position, using irony to critique.
Humor / Satire
0.90
@timchapman5553
Mar 4, 2025
The irony of the idiot in helmet preaching about how stupid 'africans' are supposedly 😂
The irony of the idiot in helmet preaching about how stupid 'africans' are supposedly 😂
Uses ironic commentary and emoji to mock someone's contradictory statements about intelligence.
Humor / Satire
0.90
yonahcitron226
Feb 3, 2026
Sphincters up, my fellow Canadians, sphincters up.
Sphincters up, my fellow Canadians, sphincters up.
Uses crude humor and sarcasm ('sphincters up') as ironic commentary on the political situation.
Humor / Satire
0.90
davidc1878
Feb 27, 2026
9:00 "they walk naked" says the guy standing without any clothes on... 😂
9:00 "they walk naked" says the guy standing without any clothes on... 😂
Uses ironic humor to mock a video speaker's hypocrisy, pointing out a contradiction in their argument.
StreetScholar
Oct 9, 2025
Down symbol African 😂
Down symbol African 😂
Brief sarcastic comment with emoji, appears to be mocking or joking about the discussion topic.
Humor / Satire
0.90
KelekenVersatil
Feb 20, 2026
Didn’t realise Canadian Bacon was a true story ? ?
Didn’t realise Canadian Bacon was a true story ? ?
Joking reference to the 1995 film 'Canadian Bacon' as if political events were fictional.
Humor / Satire
0.90
@jonathanvanderwesthuizen8089
Mar 4, 2025
7:07 “You said it I didn’t say it” 😭😭😭💀
7:07 “You said it I didn’t say it” 😭😭😭💀
Commenter uses emojis and references a specific timestamp to highlight what appears to be a humorous or ironic moment in the video.
Humor / Satire
0.90
vforpresident123
Jan 29, 2026
“The upper class of the Indians” 😅💀
“The upper class of the Indians” 😅💀
Mocking reaction to a phrase in the video, using emoji to signal ironic amusement.
Humor / Satire
0.90
bernard7780
Jan 27, 2026
What a chump. Guess he's speaking moistly
What a chump. Guess he's speaking moistly
Commenter uses sarcastic insult ('chump') and wordplay ('speaking moistly') to mock Trudeau in a humorous, dismissive manner.
Humor / Satire
0.90
@darthclasher8240
Mar 4, 2025
Catching scamming culture while advertising scammy apps 😂
Catching scamming culture while advertising scammy apps 😂
Ironic commentary pointing out hypocrisy between video content and advertising, using emoji for comedic effect.
IdanKim.702
Jan 27, 2026
HEY CANADA, can you please invade us? LOL
HEY CANADA, can you please invade us? LOL
Joking request for Canada to invade another country, marked with 'LOL' to signal satirical intent.
Humor / Satire
0.90
@neohelios77
Mar 4, 2025
Thank you for coming, please stop at the gift shop in the airport on your way home.
Thank you for coming, please stop at the gift shop in the airport on your way home.
Sarcastic, ironic farewell message using humor to mock or dismiss immigrants.
Humor / Satire
0.90
beerfanboy
Jan 15, 2026
Haha this guy and the clowns surrounding him.
Haha this guy and the clowns surrounding him.
Mocking, dismissive tone using 'clowns' as sarcastic commentary on political figures.
Humor / Satire
0.90
@chriswije
Mar 4, 2025
Lmfao Algoma is a real university
Lmfao Algoma is a real university
Sarcastic comment mocking the legitimacy of Algoma University, using ironic tone ('Lmfao').
Humor / Satire
0.90
McMercenary3601
Jan 29, 2026
Для португальца слишком шустрый английский, я бы напряглась на месте индусов 😄
Для португальца слишком шустрый английский, я бы напряглась на месте индусов 😄
Joking observation in Russian about language proficiency differences, using humor and emoji to comment on the video content.
Humor / Satire
0.90
Мария-ч7й7х
Feb 3, 2026
Way to go, Justin! Maybe you should consider running for pm.
Way to go, Justin! Maybe you should consider running for pm.
Sarcastic comment mocking someone (likely Trudeau) by sarcastically suggesting they run for PM, implying criticism through irony.
Humor / Satire
0.90
@peterplant2669
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)