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
That gentleman ranting against brown folks calling their place shithole, went to eat chicken tikka masala after this interview..
That gentleman ranting against brown folks calling their place shithole, went to eat chicken tikka masala after this interview..
Uses ironic satire to critique hypocrisy: someone who disparages brown people and their culture still consumes their food.
neo26
Sep 20, 2025
They don’t eat poop like they do back home It’s almost like they’re learning to blend in
They don’t eat poop like they do back home
It’s almost like they’re learning to blend in
Uses sarcastic humor to mock immigrants, with a backhanded comment about cultural assimilation presented as ironic commentary.
shanethrelfall416
Jan 27, 2026
Listen here maple monkeys! We got your trade war swinging!!!????????????????????
Listen here maple monkeys! We got your trade war swinging!!!????????????????????
Humorous, sarcastic commentary using stereotypical Canadian references and playful tone about trade tensions.
Humor / Satire
0.82
@isaaccaynor3562
Mar 4, 2025
In Ontario; we now refer to Tim Hortons as Singh Hortons
In Ontario; we now refer to Tim Hortons as Singh Hortons
The comment makes a sarcastic joke about demographic change in Ontario by renaming a business, blending humor with identity-based commentary.
derekleeson222
Jan 27, 2026
Yea just punched trump in the ground
Yea just punched trump in the ground
Celebratory, likely sarcastic comment using metaphorical language ('punched trump in the ground') rather than literal policy discussion.
Humor / Satire
0.82
@curly_
Mar 4, 2025
M a n n does that mean I can't afford Canada dry Ginger ale???
M a n n does that mean I can't afford Canada dry Ginger ale???
Joking reference to Canada Dry brand in context of trade war, using wordplay for comedic effect.
Humor / Satire
0.82
@JoshMaxPower
Mar 4, 2025
"What do the native Canadians think" then he goes and talks to white ppl like bro they immigrants to this land 😂😂
"What do the native Canadians think" then he goes and talks to white ppl like bro they immigrants to this land 😂😂
Uses ironic humor to critique the framing of 'native Canadians' as white people, pointing out the contradiction with laughter.
Lakota_1478
Mar 1, 2026
Canada will be our 51 st state !!!!!
Canada will be our 51 st state !!!!!
Uses hyperbolic satire about Canadian annexation, likely mocking US expansionism or Canadian sovereignty concerns.
@hector8267
Mar 4, 2025
Fantastic speech. Only one lie: I don't actually believe he thinks Trump is intelligent......
Fantastic speech. Only one lie: I don't actually believe he thinks Trump is intelligent......
Praises the speech while using ironic humor to mock Trump's intelligence, combining support with comedic critique.
@Tseringlhatso
Mar 4, 2025
Well said, Comrade. Besides, who needs America. Right? They can just go it alone and suffer from having all those resources on which to survive just fine for centuries. Unlike Canada.
Well said, Comrade. Besides, who needs America. Right? They can just go it alone and suffer from having all those resources on which to survive just fine for centuries. Unlike Canada.
Uses sarcasm and ironic tone ('Comrade') to mock US self-sufficiency claims while comparing Canada's advantages, employing satirical commentary.
@praisegod4538
Mar 4, 2025
Trump declared bankruptcy 7 times. USA will be his last 8 time.
Trump declared bankruptcy 7 times. USA will be his last 8 time.
Uses sarcastic/ironic comparison of Trump's bankruptcy history to predict USA's economic fate.
@Dominatorforex
Mar 4, 2025
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration. Cry me a river.
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration.
Cry me a river.
Sarcastic commentary dismissing economic concerns about immigration with ironic tone ('Cry me a river').
larrymunn5279
Feb 11, 2026
Canada loves Indian food so the rest is history
Canada loves Indian food so the rest is history
Uses lighthearted, tongue-in-cheek reasoning to explain Canada's acceptance of Indian immigrants.
Humor / Satire
0.82
Bigbirdwin1991
Feb 28, 2026
Im sihk and tired of this
Im sihk and tired of this
Pun-based wordplay ('sikh and tired') using identity terminology for comedic effect.
Humor / Satire
0.82
thatdudexd
Jan 28, 2026
"we are making food, this one is food, this one is also food" brilliant
"we are making food, this one is food, this one is also food" brilliant
Quotes what appears to be a humorous or sarcastic video segment, using irony to comment on the content.
Humor / Satire
0.82
ehoc5248
Nov 13, 2025
They wear the rag on their head because hair is a gift from god…. Then why hide your hair you boneheads! Dirka Dirka
They wear the rag on their head because hair is a gift from god…. Then why hide your hair you boneheads! Dirka Dirka
Uses mocking humor and ethnic stereotyping ('Dirka Dirka') to ridicule religious head coverings and the people who wear them.
artarttheotter
Dec 20, 2025
Watch for Smith to star in a new movie: "The Gripes of Rath".
Watch for Smith to star in a new movie:
"The Gripes of Rath".
Satirical movie title pun ('Gripes of Rath' playing on 'Grapes of Wrath') mocking Premier Smith.
Humor / Satire
0.82
@rickbaker8188
Feb 20, 2026
“Alright while the prime minister speaks in french”. I was expecting an English translation but received a casual uninterested spiel à la Ron Burgundy.
“Alright while the prime minister speaks in french”. I was expecting an English translation but received a casual uninterested spiel à la Ron Burgundy.
The comment uses sarcastic comparison to Ron Burgundy to humorously critique the prime minister's French-language delivery and tone.
@babysauceproductions7433
Mar 4, 2025
Will there be tariffs on deez?
Will there be tariffs on deez?
Comment uses slang wordplay ('deez') in a joking manner to ask about tariffs, employing humor and satire rather than serious inquiry.
@OnlineVCR
Mar 4, 2025
Looks like someone got there feeling hurt sorry for not living up to your expectations 😂
Looks like someone got there feeling hurt sorry for not living up to your expectations 😂
Uses sarcasm and emoji to mock someone's hurt feelings about unmet expectations.
Humor / Satire
0.82
pabloandboomerdoggie3375
Dec 8, 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)