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
? OMG Trump is beyond stupid. This is unbelievable ?
? OMG Trump is beyond stupid. This is unbelievable ?
Uses exaggerated language and emoji to mock a political figure in a sarcastic, emotionally charged manner.
Humor / Satire
0.70
@aida5931
Mar 4, 2025
Suck it up buttercup
Suck it up buttercup
Commenter uses a dismissive, sarcastic phrase ('Suck it up buttercup') that appears to mock or trivialize the discussion with ironic tone.
Humor / Satire
0.70
PrashantSharma-mv6be
Feb 3, 2026
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Mocking ethnic stereotypes with laughing emojis suggests satirical intent, though the target and tone are ambiguous.
historywizardusa
Jan 27, 2026
lol fertilizers…
lol fertilizers…
Brief sarcastic or dismissive comment using 'lol' to mock a topic.
Humor / Satire
0.70
@ultramax1012
Mar 4, 2025
Singh Hortons
Singh Hortons
A play on 'Tim Hortons' with 'Singh,' using wordplay to satirize the prevalence of Indian names in Canada.
Humor / Satire
0.70
Secretcircuits
Jan 27, 2026
I bet 85 year old Donald can beat your pompous butt
I bet 85 year old Donald can beat your pompous butt
Sarcastic jab comparing political figures in a dismissive, joking manner.
Humor / Satire
0.70
@JamesAngeloni-b3f
Mar 4, 2025
Here before this gets ovened and Nipah virus'd
Here before this gets ovened and Nipah virus'd
Uses sarcastic/joking language ('ovened', 'Nipah virus'd') to mock anticipated negative comments, blending satire with alarmist references.
jgman81
Jan 27, 2026
BANANA REPUBLIC
BANANA REPUBLIC
Uses sarcastic labeling ('BANANA REPUBLIC') to mock Canada's immigration policies, employing ironic commentary.
Jose-f9i2e
Sep 27, 2025
Canada is gay af ?
Canada is gay af ?
Sarcastic or joking characterization of Canada using slang, likely critiquing perceived progressive policies.
Humor / Satire
0.70
@LasCrucesBodycam
Mar 4, 2025
Hmmm a President Harris not so bad now. TOO Late
Hmmm a President Harris not so bad now. TOO Late
Employs ironic commentary suggesting regret about a political alternative, with ambiguous sarcastic tone.
Humor / Satire
0.70
@darkcity2004
Mar 4, 2025
Durka Durka
Durka Durka
Nonsensical phrase appears to be mocking or satirical commentary, likely referencing stereotypes.
Humor / Satire
0.70
zhouyou28
Sep 27, 2025
Go ?? ? I do strongly disagree with you Don is not smart he has a below room temperature IQ.
Go ?? ? I do strongly disagree with you Don is not smart he has a below room temperature IQ.
Uses sarcasm and insult humor to critique a political figure's intelligence and disagreement with their position.
@dawnlakes1964
Mar 4, 2025
Funny the response of Canada in Trying to make things equal on the trade deficit
Funny the response of Canada in Trying to make things equal on the trade deficit
Ironic observation about Canada's response to trade deficit issues, using sarcasm to critique the approach.
Humor / Satire
0.70
@jasonvesser5765
Mar 5, 2025
Oh you () of course you ran away at the end 😂
Oh you () of course you ran away at the end 😂
Commenter uses sarcasm and emoji to mock someone's behavior in the video, suggesting they avoided confrontation.
SirClippens
Jan 27, 2026
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
Graduation American Russian , you just make ur daddy happy (putin)...
Graduation American Russian , you just make ur daddy happy (putin)...
Uses sarcastic/mocking tone with a jab at the US president's alleged loyalty to Putin, employing ironic commentary.
@kennyvuu1487
Mar 4, 2025
Wtf did Africans do to that guy 😂😂😂😂
Wtf did Africans do to that guy 😂😂😂😂
Uses humor and emojis to mock or question a statement about Africans, likely referencing video content.
Humor / Satire
0.70
ajjamison7966
Jan 29, 2026
INDIA, CANADA lol
INDIA, CANADA lol
Brief, cryptic comment with 'lol' suggesting sarcastic or joking commentary about India-Canada connection.
Humor / Satire
0.70
hiddenrainn
Jan 27, 2026
Putting owns our president
Putting owns our president
Cryptic, sarcastic comment using 'owns' as slang for defeating/mocking the president, likely ironic commentary.
Humor / Satire
0.70
@Lei-p5v
Mar 4, 2025
Trump a smart man??? They are Eating the dawgs.
Trump a smart man??? They are Eating the dawgs.
Uses sarcasm and references a viral conspiracy claim ('eating the dogs') to mock Trump supporters ironically.
@russellthomas4587
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)