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
Like Trudeau, perhaps Trump will impress the world (after all he is a genius you know) by speaking in French and Spanish BWAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHH.
Like Trudeau, perhaps Trump will impress the world (after all he is a genius you know) by speaking in French and Spanish BWAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHH.
Uses sarcasm and extended laughter to mock Trump's linguistic abilities and competence through ironic comparison to Trudeau.
Humor / Satire
0.90
@TronJockey
Mar 4, 2025
Poor Trudeau, he doesn't realize that Trump has the IQ of the sludge I scrape from my taint every morning.
Poor Trudeau, he doesn't realize that Trump has the IQ of the sludge I scrape from my taint every morning.
Uses crude humor and insult as satirical commentary on Trump's intelligence, employing exaggerated vulgarity for comedic effect.
Humor / Satire
0.90
@pauldacus4590
Mar 4, 2025
Dustbin Throwdo
Dustbin Throwdo
Derisive wordplay on Trudeau's name ('Dustbin Throwdo') using sarcasm and mockery.
Humor / Satire
0.90
@Visionary_Victory11
Mar 4, 2025
Joker Tradueu ???
Joker Tradueu ???
Brief sarcastic jab at Trudeau using wordplay ('Joker') as humorous criticism.
Humor / Satire
0.90
@ayonsaha3971
Mar 5, 2025
"we don't feel any racism here" "im as racist as the next guy" lmfaoo
"we don't feel any racism here"
"im as racist as the next guy"
lmfaoo
Uses ironic laughter to highlight the contradiction between someone claiming no racism while admitting to being racist.
Humor / Satire
0.90
ViviVAL141
Jan 27, 2026
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
Uses humorous exaggeration about citizenship testing and welcomes the person with joking tone and American cultural reference.
TheColdbloodedfox
Jan 28, 2026
Trumpy Dumpy
Trumpy Dumpy
A dismissive nickname for Trump presented as mocking commentary rather than substantive critique.
Humor / Satire
0.90
@MICHAELANDERSON-pr9wv
Mar 4, 2025
HEY CANADA, can you please invade us? LOL
HEY CANADA, can you please invade us? LOL
Joking request for Canada to invade another country, marked with 'LOL' to signal satirical intent.
Humor / Satire
0.90
@neohelios77
Mar 4, 2025
Trump is not a smart guy. His full name is Donald Dumb.
Trump is not a smart guy. His full name is Donald Dumb.
Dismissive name-calling presented as a joke ('Donald Dumb') rather than substantive critique.
Humor / Satire
0.90
@raymondzhang3731
Mar 4, 2025
wait til trump sees this at the white house in the morning lol
wait til trump sees this at the white house in the morning lol
Uses ironic humor and sarcasm to comment on political implications, with 'lol' indicating comedic intent.
Humor / Satire
0.90
Frankly-x7h
Jan 27, 2026
Killing myself laugh when he called him Donald!
Killing myself laugh when he called him Donald!
Expresses amusement at a joke or comedic moment in the video.
Humor / Satire
0.90
@sealstv6989
Mar 4, 2025
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
Mocking imitation of accent/language, using absurdist humor to stereotype immigrant service workers.
Humor / Satire
0.90
Riickshaw
Jan 27, 2026
So Trump needs to trade Mcdonalds burger with Putin now.
So Trump needs to trade Mcdonalds burger with Putin now.
Sarcastic joke comparing Trump to McDonald's and Putin in a mocking tone.
Humor / Satire
0.90
@ray-antraya4880
Mar 4, 2025
HOW DARE Trudeau admonish the World Champion of doing Dumb Things ?!?
HOW DARE Trudeau admonish the World Champion of doing Dumb Things ?!?
Uses ironic capitalization and sarcastic tone ('HOW DARE', 'World Champion of doing Dumb Things') to mock political figures.
Humor / Satire
0.90
@JoeSmith-cy9wj
Mar 4, 2025
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
Uses sarcasm and humor to mock the credibility of someone making claims about immigrant tax contributions.
Humor / Satire
0.90
pnvnambiar24
Sep 22, 2025
Trudeau should give Trump English lessons.
Trudeau should give Trump English lessons.
Uses sarcastic humor to mock Trudeau through a joke about English lessons.
Humor / Satire
0.90
@edwardjam9832
Mar 4, 2025
Hahahahaha ????
Hahahahaha ????
Laughing emoji response with no substantive content, expressing amusement or mockery.
Humor / Satire
0.90
@kokodcrak4565
Mar 4, 2025
I'm your loyal dog, how can you cook me?\nHa ha ha!
I'm your loyal dog, how can you cook me?\nHa ha ha!
Commenter uses a metaphorical joke about loyalty and betrayal, likely satirizing Canada-U.S. relations.
Humor / Satire
0.90
@GASIA-cw8iw
Mar 4, 2025
Why would they need to sneak into the greatest country on earth when they're already living in it
Why would they need to sneak into the greatest country on earth when they're already living in it
Uses ironic rhetorical question to sarcastically critique the premise that immigrants are 'sneaking in' to Canada.
Humor / Satire
0.90
MarkfromNewYork
Jan 27, 2026
Tomorrow Trump will change the name Canada to America Northern Territory.
Tomorrow Trump will change the name Canada to America Northern Territory.
Uses absurdist satire to mock Trump's territorial ambitions toward Canada through exaggerated prediction.
Humor / Satire
0.90
@uchangeng8954
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)