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
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Humor / Satire
4,434 comments
?? ?we are winning so much I am so tired of winning so much ?? good luck red states that Canada ?? provides electricity ⚡️ lights off
?? ?we are winning so much I am so tired of winning so much ?? good luck red states that Canada ?? provides electricity ⚡️ lights off
Sarcastic commentary using ironic language ('tired of winning') and fragmented humor comparing US and Canadian situations.
@Kambuchaman
Mar 4, 2025
Did the idiot and chief expect no repercussions?, boy Donald trump is dumb lol
Did the idiot and chief expect no repercussions?, boy Donald trump is dumb lol
Uses sarcasm and mockery ('boy Donald trump is dumb lol') to critique Trump's actions in a humorous tone.
@nouseforafap
Mar 4, 2025
"Mejor indios que africanos y musulmanes " 😂
"Mejor indios que africanos y musulmanes " 😂
Uses sarcastic ranking of immigrant groups ('Better Indians than Africans and Muslims') with laughing emoji, employing ironic comparative framing.
ericgonzalez2085
Feb 16, 2026
Canada is cooked
Canada is cooked
Colloquial slang expression suggesting Canada is 'finished' or ruined, likely meant as sarcastic commentary rather than literal analysis.
jamesbennett3161
Feb 16, 2026
More dots than a novel.
More dots than a novel.
Uses cryptic wordplay/sarcasm ('dots than a novel') likely referencing demographic or visual patterns in a joking manner.
Humor / Satire
0.75
2loco
Jan 27, 2026
Putin is laughing at trump right now. Laughing at the United States. Thinking what an idiot trump is. He is playing right into my hands.
Putin is laughing at trump right now. Laughing at the United States. Thinking what an idiot trump is. He is playing right into my hands.
Uses sarcastic, exaggerated tone mocking Trump's intelligence while expressing geopolitical anxiety about Putin's intentions.
@reneesimerale
Mar 4, 2025
If Trudeau keeps giving speeches like this he may very well be the next Liberal leader!
If Trudeau keeps giving speeches like this he may very well be the next Liberal leader!
Uses ironic commentary suggesting the speaker's performance could boost his political standing, employing sarcasm.
Humor / Satire
0.75
@Robert-vh2cl
Mar 4, 2025
Immigrants don’t want immigrants to populate Cananda lmaooo
Immigrants don’t want immigrants to populate Cananda lmaooo
Uses ironic humor ('lmaooo') to mock the paradox of immigrants opposing immigration, with underlying identity-based framing.
James20004
Feb 16, 2026
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Uses ironic/sarcastic framing ('colonizing the colonizers') with emojis to express support for immigrant presence.
HariPriyaSitaristEra
Feb 16, 2026
1812 renew for economic war? Another comedian river dance from canada
1812 renew for economic war? Another comedian river dance from canada
Uses sarcasm and mockery ('comedian river dance') to criticize Canada's economic/trade response as ineffective theater.
@Tewodros52
Mar 4, 2025
No one listens to Trudeau not even his own people lol?
No one listens to Trudeau not even his own people lol?
A sarcastic jab at Trudeau's credibility presented with a dismissive 'lol' tone.
@feltonnorman4.8
Mar 4, 2025
Usa can be the 11th province
Usa can be the 11th province
A joking suggestion that the US become a Canadian province, using absurdist humor.
@okkomp
Mar 4, 2025
MAGA. Moscow Agent Governing America.
MAGA. Moscow Agent Governing America.
A sarcastic acronym (MAGA reinterpreted as 'Moscow Agent Governing America') that uses wordplay to mock political leadership.
@williewillie7717
Mar 4, 2025
Tey also show u a ctr finger😂😂😂
Tey also show u a ctr finger😂😂😂
Joking comment with laughing emojis about a gesture shown in the video.
Humor / Satire
0.75
RoslanMohdYusoff
Jan 27, 2026
Biker guy's not just a racist but a dumb racist
Biker guy's not just a racist but a dumb racist
Uses sarcastic insult combining 'racist' and 'dumb' in a brief, dismissive comment directed at another commenter.
Humor / Satire
0.75
LetThereBeYouTube
Feb 26, 2026
Canadian- Turn of the power to the US Northeast.
Canadian- Turn of the power to the US Northeast.
Absurdist joke suggesting Canada cut power to the US, likely sarcastic commentary on geopolitical tensions.
Humor / Satire
0.75
@riverinesqn3
Mar 4, 2025
Bicycle Dude for PRESIDENT
Bicycle Dude for PRESIDENT
Absurdist joke nominating 'Bicycle Dude' for president, using ironic hyperbole to mock political discourse.
vladak8289
Mar 2, 2026
I am as racist as the next guy 😂😂😂😂
I am as racist as the next guy 😂😂😂😂
Self-deprecating or ironic humor about personal prejudice, using laughter emojis to signal satirical intent.
KraalBonkowitz
Feb 17, 2026
I like that guy with a bicycle lol Speaks like how all Canadians think
I like that guy with a bicycle lol
Speaks like how all Canadians think
The comment uses humor and sarcasm to mock a stereotype about Canadian identity and behavior.
billjackson-mk7fw
Feb 16, 2026
Caucasians can now ✅ check the box on forms asking *”Are you part of a visible minority”*
Caucasians can now ✅ check the box on forms asking
*”Are you part of a visible minority”*
Uses sarcastic irony to comment on demographic change and minority status categorization.
nemesis851_
Feb 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)