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
Todays word is TOGETHER. TOGETHER \nTOGETHER. Its like an episode from Sesame Street . TOGETHER
Todays word is TOGETHER. TOGETHER \nTOGETHER. Its like an episode from Sesame Street . TOGETHER
Mocks the video's emphasis on unity through Sesame Street reference, using ironic repetition as satire.
@Plutoman09
Mar 4, 2025
Except...Donald is not a smart man!
Except...Donald is not a smart man!
Brief sarcastic/dismissive comment about Trump's intelligence, using understated ironic tone.
Humor / Satire
0.88
@moonfall8972
Mar 4, 2025
Michelle : "That is the oddest thing any immigration minister has said at this committee " Immigration Minister: "Well it's my culture. It is what it is."
Michelle : "That is the oddest thing any immigration minister has said at this committee "
Immigration Minister: "Well it's my culture. It is what it is."
Uses ironic dialogue format to mock the immigration minister's response as absurd and culturally inappropriate.
Humor / Satire
0.88
bc5001
Feb 27, 2026
make america great britain again.
make america great britain again.
Sarcastic play on 'Make America Great Again' slogan, using ironic wordplay for political commentary.
Humor / Satire
0.88
@J0hnMilton
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
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷♂️ who do you think they learnt from.
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷♂️ who do you think they learnt from.
Uses sarcasm and emoji to mock criticism of Indian immigrants by pointing out hypocrisy, suggesting European settlers learned problematic behaviors first.
nas4235
Feb 27, 2026
Olivera ist doch selbst ein Ausländer wtf😂😂😂 diese logik
Olivera ist doch selbst ein Ausländer wtf😂😂😂 diese logik
Sarcastic comment in German pointing out the irony of a foreign-born person criticizing immigration, using humor and laughing emojis.
Humor / Satire
0.88
julianowichmann2810
Feb 14, 2026
“Im as racist as the next guy…” 😂 4:54
“Im as racist as the next guy…” 😂 4:54
Quotes a speaker from the video with laughing emoji, using humor to highlight a controversial or ironic statement about racism.
jebbeddy
Jan 27, 2026
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
Melania is watching this video and rubbing one off. He's so dreamy!
Melania is watching this video and rubbing one off. He's so dreamy!
Sexually suggestive joke using sarcasm and absurdist humor to mock Trump, not making serious political argument.
Humor / Satire
0.88
@keithjenkins6708
Mar 4, 2025
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
Commenter uses a humorous anecdote about their friend's relocation to satirize the concentration of Indian immigrants in Ontario.
moavocadoroll
Feb 28, 2026
The zoom in on the flip flops 😂
The zoom in on the flip flops 😂
Humorous observation about a specific moment in the video (zoom on flip flops) with laughing emoji.
jenniferglenn14
Mar 1, 2026
Are we great yet
Are we great yet
Brief sarcastic question referencing Trump's 'Make America Great Again' slogan, using irony to critique the phrase.
Humor / Satire
0.88
@FranklinForbes-w5g
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
that statue looked like mr bean lol
that statue looked like mr bean lol
Joking observation comparing a statue to a celebrity, using humor to comment on the video content.
Humor / Satire
0.88
clare8932
Jan 27, 2026
calling America is the greatest country of the world is kinda funny.. lol
calling America is the greatest country of the world is kinda funny.. lol
Sarcastic commentary mocking American exceptionalism claims, using ironic tone and laughter indicators.
AshurLive
Jan 28, 2026
?this is like a terrible divorce...we(AMERICANS WHO DIDN'T VOTE FOR TRUMP)are the kids caught up in the middle. Elon is the step mom. JD is the affair.
?this is like a terrible divorce...we(AMERICANS WHO DIDN'T VOTE FOR TRUMP)are the kids caught up in the middle. Elon is the step mom. JD is the affair.
Uses metaphor of family divorce to satirize US political situation, with humorous characterizations of political figures as family members.
@elainedoornbos3566
Mar 5, 2025
Oof hate to see it. This probably makes maga super erect
Oof hate to see it. This probably makes maga super erect
Uses crude sarcasm and sexual innuendo to mock MAGA supporters' reaction to the trade war situation.
Humor / Satire
0.88
@bluestprotocol3972
Mar 4, 2025
Guy on a bike says"Africans have low intelligence''LMAO🤣🤣
Guy on a bike says"Africans have low intelligence''LMAO🤣🤣
Mocks a video subject's racist statement with laughter, using satire to ridicule the absurdity of the claim.
MobileGamer-x5w
Jan 27, 2026
Can you adopt New England? We don’t want to be part of the United States under Trump.
Can you adopt New England? We don’t want to be part of the United States under Trump.
Jocular request for Canada to annex New England, using ironic humor to express dissatisfaction with US politics.
@SunsetFirefly
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)