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
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
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
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
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
Makes a joking reference to another creator's video content with laughing emoji, using crude humor.
dantenoray
Feb 3, 2026
Singh hortons for coffee
Singh hortons for coffee
Plays on the common name 'Singh' and Tim Hortons (Canadian coffee chain) as a satirical joke about Indian-Canadian demographics.
Humor / Satire
0.90
thedogtutorchannel
Feb 3, 2026
Elect a clown, expect a circus.
Elect a clown, expect a circus.
Uses a common idiom sarcastically to mock political leadership through humorous commentary.
Humor / Satire
0.90
@jamesbalentine8490
Mar 4, 2025
Canada greatest country 😂😂😂😂
Canada greatest country 😂😂😂😂
Uses sarcasm and laughter emojis to mock the claim that Canada is the greatest country.
Humor / Satire
0.90
easyAziz
Jan 27, 2026
I love me some Canada Dry
I love me some Canada Dry
Joke referencing Canada Dry beverage brand rather than engaging with video content about Canadian policy.
@PeteChavez-b3o
Mar 4, 2025
"Low inteligence" knocked me down😂
"Low inteligence" knocked me down😂
Laughs at a specific phrase or moment in the video, using humor to respond to the content.
bolbs6136
Jan 27, 2026
Kudos to Trudeau, you really pants'd the orange douchey baguette ?
Kudos to Trudeau, you really pants'd the orange douchey baguette ?
Sarcastic, insulting humor praising Trudeau for embarrassing Trump through wordplay and crude language.
Humor / Satire
0.90
@titusrider7948
Mar 4, 2025
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
Uses ironic, joking tone about trade consequences with exaggerated emotional response and emoji, clearly satirical commentary.
Humor / Satire
0.90
@cwill8836
Mar 4, 2025
DONALD DUMP
DONALD DUMP
Derogatory wordplay ('DONALD DUMP') is a sarcastic insult presented as humorous commentary.
Humor / Satire
0.90
@harpcht8487
Mar 4, 2025
Trump's gravesite will need a spit guard
Trump's gravesite will need a spit guard
Uses dark humor and sarcasm to mock Trump through a morbid joke.
Humor / Satire
0.90
@bugeyedfrog
Mar 4, 2025
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Uses sarcasm and excessive emojis to mock representation, employing ironic commentary on diversity.
datpreto
Feb 27, 2026
But...Canda cricket tem india peple 😂😂😂😂
But...Canda cricket tem india peple 😂😂😂😂
Uses emoji laughter and fragmented text to make a joking comment about Canada's cricket team and Indian people, employing satire.
Humor / Satire
0.90
IsuruLakshan-z1y
Feb 18, 2026
Thos guy has so much meme potential?
Thos guy has so much meme potential?
Lighthearted observation about Trudeau's potential as meme material, using casual ironic tone.
@aurelianobuendia5360
Mar 4, 2025
AAhahahaha what a clown.
AAhahahaha what a clown.
Mocking, dismissive comment using laughter and name-calling as satirical criticism of Trump.
Humor / Satire
0.90
@alg678
Mar 4, 2025
wait til trump sees this at the white house in the morning lol
wait til trump sees this at the white house in the morning lol
Uses ironic humor and sarcasm to comment on political implications, with 'lol' indicating comedic intent.
Humor / Satire
0.90
Frankly-x7h
Jan 27, 2026
What are they gonna do withhold the maple syrup
What are they gonna do withhold the maple syrup
Humorous, sarcastic comment about Canada's leverage in tariff negotiations using maple syrup as a joke.
Humor / Satire
0.90
@Xioau
Mar 4, 2025
Killing myself laugh when he called him Donald!
Killing myself laugh when he called him Donald!
Expresses amusement at a joke or comedic moment in the video.
Humor / Satire
0.90
@sealstv6989
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)