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
Trump crazy lol ???
Trump crazy lol ???
Brief dismissive joke about Trump using casual language and emoji, expressing mockery rather than substantive critique.
Humor / Satire
0.88
@jokerdaclapper9212
Mar 4, 2025
The Guy on the bike is every Canadian
The Guy on the bike is every Canadian
Makes a humorous generalization about a character in the video representing typical Canadian behavior.
Humor / Satire
0.88
danielfuchs384
Jan 29, 2026
The middle finger 😂
The middle finger 😂
Uses a middle finger emoji and laughing emoji to mock or ridicule someone's gesture or statement in the video.
Abishek_Ghataney
Feb 22, 2026
BRO COME TO SURREY! its just as bad!
BRO COME TO SURREY!
its just as bad!
Jokingly suggests another Canadian city has similar problems, using casual humor to comment on urban conditions.
Humor / Satire
0.88
Zdarthpuma92
Jan 28, 2026
That's right Donald, it's President Musk
That's right Donald, it's President Musk
Uses sarcastic irony to mock Trump's authority by suggesting Elon Musk is the real president.
Humor / Satire
0.88
@kathy9981
Mar 4, 2025
U forgot two zeros 😂
U forgot two zeros 😂
A joking comment about missing zeros in a statistic, using humor to critique a previous claim.
Leo-fz4qy
Oct 15, 2025
''Greatest country on earth'' is crazy hahahahahaha never ever
''Greatest country on earth'' is crazy hahahahahaha never ever
Uses sarcasm and laughter to mock the claim that Canada is the greatest country on earth.
FreuerwerkVids
Jan 28, 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
Can we borrow him for a few years?
Can we borrow him for a few years?
Humorous request to borrow Trudeau, using ironic tone to express approval of his leadership.
Humor / Satire
0.88
@duppy623
Mar 4, 2025
😂😂😂 wh ite people in decline is so hilarious 😂
😂😂😂 wh ite people in decline is so hilarious 😂
Uses laughing emojis and sarcastic tone to mock demographic decline of white people as humorous commentary.
Humor / Satire
0.88
PurpleDoritos666
Oct 11, 2025
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Uses ironic meme-format commentary to satirize complaints about immigration by invoking indigenous historical displacement.
soubermed2175
Oct 21, 2025
an old orange is going down soon
an old orange is going down soon
Sarcastic, dismissive comment using 'orange' as coded reference to Trump with prediction of his downfall.
Humor / Satire
0.88
@prostotakwo
Mar 4, 2025
Donald you're a very smart man ?? he kept a straight face saying that, well done!
Donald you're a very smart man ?? he kept a straight face saying that, well done!
Uses sarcasm to mock Trump's statement, praising him ironically for maintaining composure while making an absurd claim.
Humor / Satire
0.88
@lornahampson4954
Mar 4, 2025
Someone said Donald Trump is a very smart guy? Oh lord, that’s rich.
Someone said Donald Trump is a very smart guy? Oh lord, that’s rich.
Uses sarcastic dismissal ('that's rich') to mock claims about Trump's intelligence through ironic commentary.
Humor / Satire
0.88
@killawofe
Mar 4, 2025
He looks like an Iranian official 😂😂😂
He looks like an Iranian official 😂😂😂
Joking comment making a physical/ethnic comparison about someone's appearance, using humor as the primary mode.
Humor / Satire
0.88
lilyghassemzadeh
Nov 21, 2025
The whole time we worried about the southern border when the northern border was the issue 😂
The whole time we worried about the southern border when the northern border was the issue 😂
Ironic joke suggesting Canada's northern border (with the US) is overlooked compared to southern concerns, using humor to make a point.
MrJol420
Jan 28, 2026
It what world is orange peel smart??
It what world is orange peel smart??
Mocking rhetorical question about US leadership intelligence using derisive nickname.
Humor / Satire
0.88
@lorettaruckle8336
Mar 4, 2025
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
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Uses ironic sarcasm ('Magastan') to mock political rhetoric and suggest avoiding a polarized environment.
Humor / Satire
0.88
juliansmith4295
Dec 26, 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
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)