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
The irony of the idiot in helmet preaching about how stupid 'africans' are supposedly 😂
The irony of the idiot in helmet preaching about how stupid 'africans' are supposedly 😂
Uses ironic commentary and emoji to mock someone's contradictory statements about intelligence.
Humor / Satire
0.90
yonahcitron226
Feb 3, 2026
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
Makes a joking reference to another creator's video content with laughing emoji, using crude humor.
dantenoray
Feb 3, 2026
Singh hortons for coffee
Singh hortons for coffee
Plays on the common name 'Singh' and Tim Hortons (Canadian coffee chain) as a satirical joke about Indian-Canadian demographics.
Humor / Satire
0.90
thedogtutorchannel
Feb 3, 2026
As an american, my reply to this speech was realizing for 23 seconds that canada exists....and then another 37 seconds laughing.
As an american, my reply to this speech was realizing for 23 seconds that canada exists....and then another 37 seconds laughing.
Sarcastic, dismissive humor mocking Canada's relevance and the speaker's attention span, using comedic timing for effect.
Humor / Satire
0.90
@scroticus8
Mar 4, 2025
Canada greatest country 😂😂😂😂
Canada greatest country 😂😂😂😂
Uses sarcasm and laughter emojis to mock the claim that Canada is the greatest country.
Humor / Satire
0.90
easyAziz
Jan 27, 2026
Lol he's speaking in Trump language “Big Things “ ????
Lol he's speaking in Trump language “Big Things “ ????
Mocking commentary using humor and emoji to satirize Trump's speaking style and catchphrases.
Humor / Satire
0.90
@Enoplus1
Mar 4, 2025
Trump the dumb
Trump the dumb
Brief dismissive insult presented as crude humor/satire rather than substantive critique.
Humor / Satire
0.90
@sagarlondon1
Mar 4, 2025
Didn’t realise Canadian Bacon was a true story ? ?
Didn’t realise Canadian Bacon was a true story ? ?
Joking reference to the 1995 film 'Canadian Bacon' as if political events were fictional.
Humor / Satire
0.90
@jonathanvanderwesthuizen8089
Mar 4, 2025
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
Looks it’s the governor of the 51st state!!! ??
Looks it’s the governor of the 51st state!!! ??
Uses sarcastic joke framing Canada as the '51st state' to mock Canadian subordination to American interests.
@AmericaFirst1981
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
Leave India and move to India??
Leave India and move to India??
Sarcastic/ironic comment pointing out the logical contradiction in a statement about leaving India for India.
Humor / Satire
0.90
arwinfm
Oct 8, 2025
Donald Trump? A very smart guy? That’s fucking hilarious.
Donald Trump? A very smart guy? That’s fucking hilarious.
Uses sarcasm and dismissive humor to mock the characterization of Trump as intelligent.
Humor / Satire
0.90
@HUGEbanks
Mar 4, 2025
9:00 "they walk naked" says the guy standing without any clothes on... 😂
9:00 "they walk naked" says the guy standing without any clothes on... 😂
Uses ironic humor to mock a video speaker's hypocrisy, pointing out a contradiction in their argument.
StreetScholar
Oct 9, 2025
Can we do a president swap.... A real President?
Can we do a president swap.... A real President?
Sarcastic proposal for a presidential swap, using irony to critique current US leadership.
Humor / Satire
0.90
@williegrier899
Mar 4, 2025
Wow scammers scam. Water is wet.
Wow scammers scam.
Water is wet.
Dismissive sarcasm using clichéd phrases to mock the obviousness of scam-related commentary.
Humor / Satire
0.90
The_Inquisitive_Inquisitor
Oct 23, 2025
Forgive me. Seeing the title, I couldn't help laughing out loud.
Forgive me. Seeing the title, I couldn't help laughing out loud.
Commenter explicitly states they laughed at the video title, indicating humorous or ironic response.
Humor / Satire
0.90
ccjuertao
Oct 20, 2025
Immigrants vs immigrants 😂
Immigrants vs immigrants 😂
Brief ironic commentary using emoji to mock the conflict between different immigrant groups, employing satire rather than substantive argument.
Humor / Satire
0.90
vijubhai3561
Oct 26, 2025
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Sarcastic joke comparing Indian smugglers to more dangerous criminal types, using emojis to signal comedic intent.
Humor / Satire
0.90
Mr.spicy1200
Mar 2, 2026
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
Uses ironic sarcasm by quoting a hypocritical complaint about immigrants' behavior while describing the complainer's own inappropriate conduct.
Humor / Satire
0.90
AkashdeepSingh-un1pp
Nov 3, 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)