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
Bold move, Castro. ?
Bold move, Castro. ?
Uses sarcastic comparison of Canadian PM to Castro as ironic commentary, with emoji reinforcing the mocking tone.
Humor / Satire
0.88
@user-99.99
Mar 4, 2025
Canada is such a friendly place even their racists are polite
Canada is such a friendly place even their racists are polite
Ironic commentary on Canadian politeness juxtaposed with racist sentiment in the thread.
WrinkledPugoda
Jan 29, 2026
calling America is the greatest country of the world is kinda funny.. lol
calling America is the greatest country of the world is kinda funny.. lol
Sarcastic commentary mocking American exceptionalism claims, using ironic tone and laughter indicators.
AshurLive
Jan 28, 2026
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
Commenter uses a humorous anecdote about their friend's relocation to satirize the concentration of Indian immigrants in Ontario.
moavocadoroll
Feb 28, 2026
What's the border of India and Pakistan? Bovaird & Hwy 10 That was a joke.... from the 2000s!
What's the border of India and Pakistan?
Bovaird & Hwy 10
That was a joke.... from the 2000s!
The commenter makes a joke about the India-Pakistan border and explicitly identifies it as humor from the 2000s, using sarcasm and wordplay.
Humor / Satire
0.88
T-Nah
Jan 27, 2026
Welp, looks like it's America Last now.
Welp, looks like it's America Last now.
Uses ironic wordplay reversing 'America First' to 'America Last,' commenting sarcastically on Trump's policy priorities.
Humor / Satire
0.88
@GeekGamer666
Mar 4, 2025
Economics ain’t linear😂🤷🏽♂️
Economics ain’t linear😂🤷🏽♂️
Brief dismissive comment with emoji suggesting ironic or sarcastic commentary on economic arguments.
Humor / Satire
0.88
rickyjames2508
Oct 1, 2025
" A whole new wooorlddddd!"
" A whole new wooorlddddd!"
Disney song reference used sarcastically to comment on the video's content, employing ironic humor.
Humor / Satire
0.88
highthai7
Jan 28, 2026
Canada, the greatest country on Earth?! LOLOLOLOLOL
Canada, the greatest country on Earth?! LOLOLOLOLOL
Uses sarcastic laughter and ironic tone to mock Canada's national reputation, implying skepticism about the country's status.
artby1285
Feb 18, 2026
Can you adopt New England? We don’t want to be part of the United States under Trump.
Can you adopt New England? We don’t want to be part of the United States under Trump.
Jocular request for Canada to annex New England, using ironic humor to express dissatisfaction with US politics.
@SunsetFirefly
Mar 4, 2025
What a legend the guy on the bike is 😂😂😂😂
What a legend the guy on the bike is 😂😂😂😂
Lighthearted praise of someone in the video using casual humor and multiple laughing emojis.
Humor / Satire
0.88
T29BSB
Jan 27, 2026
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD
I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
Uses sarcasm and absurdist humor comparing smuggling operations to fast food delivery, with playful tone indicated by emoticons.
Humor / Satire
0.88
LaPtaVerdad
Jan 27, 2026
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Uses dismissive slang and emojis in a sarcastic tone, mocking opposing viewpoints without substantive argument.
Humor / Satire
0.88
abhishekmahanta1112
Jan 28, 2026
lol the guy on the bike is a rockstar I would buy him a beer.
lol the guy on the bike is a rockstar I would buy him a beer.
Lighthearted, joking comment praising someone as a 'rockstar' with humorous tone.
San-diego-rippin
Jan 27, 2026
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
Uses ironic humor to challenge the premise that migrants are 'replacing' Canadians by suggesting they're replacing livestock.
arch810
Jan 29, 2026
I love the bike guy lol
I love the bike guy lol
Lighthearted comment expressing amusement at a specific person featured in the video.
Humor / Satire
0.88
ESÆLLE
Jan 27, 2026
Haha Trump Wannabe dictator
Haha Trump Wannabe dictator
Uses sarcastic humor ('Wannabe dictator') to mock Trump's leadership style and authoritarian tendencies.
@ivo786
Mar 5, 2025
Turd-au can't give up clown circus
Turd-au can't give up clown circus
Uses name-calling wordplay ('Turd-au') and dismissive language as satirical mockery rather than substantive critique.
Humor / Satire
0.88
@gagibakija4825
Mar 4, 2025
Browntown, Indatario. A great place to immigrate to. Please. Everyone come here. There is free beer at the LCBO. Welcome everyone. 🌷
Browntown, Indatario. A great place to immigrate to. Please. Everyone come here. There is free beer at the LCBO. Welcome everyone. 🌷
Uses sarcastic irony to mock both immigration and Canadian stereotypes, with exaggerated welcoming tone.
Humor / Satire
0.88
hifimagician
Sep 19, 2025
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
Humorously comments on a specific moment in the video, finding entertainment in someone's passionate delivery.
attache675
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)