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
SAAR DO NOT REDEEM!
SAAR DO NOT REDEEM!
Cryptic meme-like phrase using internet slang, likely satirical commentary on the video or discussion.
BalrogDeMorgoth69
Jan 27, 2026
holy f brother, at least bring the money. Who tf know what might happen if you're trapped there and they figured out that you were playing with them
holy f brother, at least bring the money. Who tf know what might happen if you're trapped there and they figured out that you were playing with them
Uses crude humor and sarcasm to mock immigration/financial concerns, though with underlying anxiety about deception.
marsinthespacee
Jan 27, 2026
Deberias cobrar a todos los Americanos que visiten tu pais , que les cueste un poco mas mirar todas las maravillas que tiene Canada ?? hermosa!!!
Deberias cobrar a todos los Americanos que visiten tu pais , que les cueste un poco mas mirar todas las maravillas que tiene Canada ?? hermosa!!!
Jokingly suggests charging American visitors more to visit Canada, with playful national pride framing.
@lucilacruz5618
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
Native Canadians 😂
Native Canadians 😂
Uses laughing emoji to mock the concept of 'Native Canadians' in an ironic commentary.
Humor / Satire
0.70
jakesnake1481
Feb 7, 2026
MAGA = Return of The Soviet Union
MAGA = Return of The Soviet Union
Sarcastic equation of MAGA with Soviet Union, using ironic comparison as political commentary on authoritarianism.
@pandaman1677
Mar 4, 2025
They are so many that they are spilling out of their cup.
They are so many that they are spilling out of their cup.
Uses metaphorical language ('spilling out of their cup') in a sarcastic manner to comment on population numbers.
fjm1991
Jan 29, 2026
You speak too Dumb and stupid to president trump, you will pay for the price
You speak too Dumb and stupid to president trump, you will pay for the price
A sarcastic, poorly-written insult mocking Trump's intelligence and warning of consequences, using ironic tone.
Humor / Satire
0.70
@leynapreston3125
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
Who needs friends!
Who needs friends!
Sarcastic one-liner responding to trade conflict rhetoric, using irony to critique the deteriorating US-Canada relationship.
Humor / Satire
0.70
@felipemoya9992
Mar 4, 2025
hilarious seeing this from this traitor of a PM trudeau
hilarious seeing this from this traitor of a PM trudeau
Uses sarcasm and mockery ('hilarious,' 'traitor') to criticize Trudeau, blending satirical tone with identity-based condemnation.
@yacht778
Mar 4, 2025
truedoosh - just forget it
truedoosh - just forget it
Mocking wordplay ('truedoosh') dismissing Trudeau with sarcastic tone.
Humor / Satire
0.70
@luddite333
Mar 4, 2025
I bet that jodie foster look a like has a nice ? beaver ❤
I bet that jodie foster look a like has a nice ? beaver ❤
Sexually suggestive joke about a person's appearance, using crude humor and emojis.
Humor / Satire
0.70
@olivergastelumjr3755
Mar 4, 2025
The bike guy has his brain in his stomach
The bike guy has his brain in his stomach
Absurdist insult using crude humor to mock someone in the video, functioning as sarcastic commentary.
Humor / Satire
0.70
Jama3131
Mar 3, 2026
Go apologize to some Indians.
Go apologize to some Indians.
Uses sarcastic jab referencing Trudeau's past apology to Indian parliament, employing irony as criticism.
@MisterPaulFish
Mar 4, 2025
Bye bye USA
Bye bye USA
Brief dismissive statement with ironic tone suggesting departure or rejection, likely sarcastic commentary on US-Canada relations.
@tjijsie
Mar 4, 2025
It's going down. ?
It's going down. ?
Cryptic, sarcastic comment with emoji suggesting ironic commentary on the situation.
Humor / Satire
0.70
@vonnih3450
Mar 4, 2025
Get wrecked wokies
Get wrecked wokies
Sarcastic/mocking phrase dismissing progressive critics, using colloquial language for comedic effect.
@VincentX709
Mar 4, 2025
Trudeaublos
Trudeaublos
Appears to be a derogatory slang term or meme reference mocking Trudeau supporters, using humor/satire.
Humor / Satire
0.70
@sowhat3459
Mar 5, 2025
Not everyone who wear suit got sense \nby zelensky ?❤
Not everyone who wear suit got sense \nby zelensky ?❤
Uses a cryptic quote attributed to Zelensky with a heart emoji in a way that appears sarcastic or ironic, though the exact target is unclear.
Humor / Satire
0.70
@newtonnewton8805
Mar 5, 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)