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
Satanists vs Anti-Christ trade wars
Satanists vs Anti-Christ trade wars
Uses absurdist religious framing and sarcasm to mock the trade conflict as a battle between extreme ideological forces.
Humor / Satire
0.88
@superd8872
Mar 4, 2025
3:48 lets be honest. What white person wants to work at a Tim Hortons
3:48 lets be honest. What white person wants to work at a Tim Hortons
Uses sarcastic rhetorical question to humorously suggest that employment patterns reflect job desirability rather than discrimination.
Humor / Satire
0.88
ethanford6358
Jan 27, 2026
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
Uses derogatory nicknames for Brampton as satirical commentary on Indian demographic presence, employing wordplay for comedic effect.
vibra7087
Jan 29, 2026
Dude with the safety vest absolutely COOKED
Dude with the safety vest absolutely COOKED
Slang expression ('COOKED') used humorously to comment on someone in the video.
Humor / Satire
0.88
xsmokebeersx1
Jan 27, 2026
'Donald oh Donald... you are stupid.... You wouldnt pass the Macroeconomics 101 class in any serious university worldwide'
'Donald oh Donald... you are stupid.... You wouldnt pass the Macroeconomics 101 class in any serious university worldwide'
Uses sarcastic insult and academic framing as ironic commentary on Trump's economic competence.
Humor / Satire
0.88
@georgebourlos1430
Mar 4, 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
5:26 What a brave man 😂
5:26 What a brave man 😂
Sarcastic comment with emoji mocking someone in the video as 'brave,' using irony to critique their position.
Humor / Satire
0.88
vincenttop10
Mar 1, 2026
More Like Brapton
More Like Brapton
A brief pun/wordplay on 'Brampton' suggesting satirical commentary on the city name.
Humor / Satire
0.88
UberSARS
Jan 27, 2026
تبرز في الحافلة 😂😂😂😂😂😂
تبرز في الحافلة 😂😂😂😂😂😂
Non-English comment with laughing emojis appears to be a crude joke or satirical commentary.
Humor / Satire
0.88
shadymfbi
Mar 1, 2026
City call center scam 😂
City call center scam 😂
Brief humorous comment about call center scams using laughing emoji, pure comedic commentary.
Humor / Satire
0.88
tuxprod1777
Jan 27, 2026
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
Uses sarcasm and emoji to joke about wealthy violators facing consequences.
Humor / Satire
0.88
Beto.Canada
Dec 29, 2025
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
Uses sarcastic mockery of Trump's intelligence and communication abilities as a joke about the speaker's presentation.
@Nathan-f8y4h
Mar 4, 2025
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Uses ironic song reference to mock the refugee/immigration situation in Canada.
Humor / Satire
0.88
matthewdenty8470
Nov 21, 2025
He got everything right, apart from saying Trump was smart.
He got everything right, apart from saying Trump was smart.
Sarcastically agrees with a statement while making a joke about Trump's intelligence, using ironic agreement as comedic critique.
@canonballsimp
Mar 4, 2025
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
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
Dude with the bike was BASED. 😂👌
Dude with the bike was BASED. 😂👌
The comment uses slang ('BASED') and emojis to humorously praise someone's behavior shown in the video, functioning as comedic commentary.
stanleysmith7551
Jan 27, 2026
"its not called brown town for nothing" LMFAOOOOOOO
"its not called brown town for nothing" LMFAOOOOOOO
Laughing reaction to a quoted phrase from the video, using humor to respond to content about demographic change.
Humor / Satire
0.88
kylemeridith9611
Oct 1, 2025
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
Canada traded their guns for punjabis 😂😢
Canada traded their guns for punjabis 😂😢
Satirical joke about Canada trading guns for Punjabi immigrants, using humor to express demographic anxiety.
terrenlee4616
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)