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 guy with the bike is hilarious! 😂
The guy with the bike is hilarious! 😂
Expresses amusement at a person featured in the video, using humor to comment on video content.
STIMPYYT
Jan 27, 2026
Greatest country on earth😂
Greatest country on earth😂
Uses sarcasm (laughing emoji) to ironically praise Canada, likely critiquing the country's current state.
Humor / Satire
0.85
daru25able
Feb 22, 2026
To be an enemy of the United States is sometimes dangerous but to be a friend is always fatal! ?
To be an enemy of the United States is sometimes dangerous but to be a friend is always fatal! ?
Uses a famous quote sarcastically to comment on US-Canada relations, employing ironic humor rather than serious argument.
@AIyos007
Mar 4, 2025
All this because Melania wants to smash Justin smh ?
All this because Melania wants to smash Justin smh ?
Uses absurdist humor and sarcasm to mock the situation by making a ridiculous personal claim about political motivations.
Humor / Satire
0.85
@umanaal
Mar 4, 2025
I feel like I'm supposed to do something but I have the power of a potato peel. ?
I feel like I'm supposed to do something but I have the power of a potato peel. ?
Self-deprecating joke about personal powerlessness using absurdist humor ('power of a potato peel').
Humor / Satire
0.85
@theoremzero
Mar 4, 2025
Poor little twinkie his country has no chance
Poor little twinkie his country has no chance
Sarcastic/mocking comment using derogatory language ('twinkie') in a joking manner about Canada's geopolitical position.
@bobbybrownbiz
Mar 4, 2025
They're all busy taking business calls 😂😂😂😂
They're all busy taking business calls 😂😂😂😂
Lighthearted joke about immigrants being busy with work calls, using humor without explicit hostility or stereotyping.
Humor / Satire
0.85
triclaw2010
Jan 27, 2026
LOL! Dedollarise and yuanise, man!
LOL! Dedollarise and yuanise, man!
Joking response about currency dedollarization and yuan adoption, using laughter and wordplay.
Humor / Satire
0.85
@rajeshgunesh
Mar 4, 2025
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Uses crude humor and sarcasm to mock Canadian culture/products, dismissing Canadian bacon as a gimmick.
Humor / Satire
0.85
@timking8281
Mar 4, 2025
And Trump's response will be .. Trudeau is a low life because trudeau.s hair is mussed a bit on the left side... that is the mentality of President Donald j Trump.
And Trump's response will be .. Trudeau is a low life because trudeau.s hair is mussed a bit on the left side... that is the mentality of President Donald j Trump.
Uses sarcastic mockery of Trump's communication style and priorities, framed as satirical commentary on his character.
@PrivateAttorneyGeneral-rb7lc
Mar 4, 2025
Have no fear Canada! Captain tampon is here!
Have no fear Canada! Captain tampon is here!
Uses sarcastic mockery with a derogatory nickname to ridicule Trudeau's leadership.
Humor / Satire
0.85
@ricknewton-x7w
Mar 4, 2025
I wanna see more of the white dude on the bike 😂
I wanna see more of the white dude on the bike 😂
Joking comment about a person in the video, using humor and emoji to express amusement.
Humor / Satire
0.85
miguelgutierrez288
Jan 27, 2026
When Trump says he's a genius the echo comes back YOU ARE A IDIOT!!!! From the grinch ???
When Trump says he's a genius the echo comes back YOU ARE A IDIOT!!!! From the grinch ???
Sarcastic joke using echo metaphor and Grinch reference to mock Trump's self-assessment as a genius.
@realmusickproductionsinc2226
Mar 4, 2025
Not hard to believe CNN lefties support Trudeau. lol
Not hard to believe CNN lefties support Trudeau. lol
Commenter uses sarcasm and dismissive humor ('lol') to mock CNN and Trudeau supporters as ideologically aligned.
@duanegretzky
Mar 4, 2025
I laughed when you called America the greatest country on earth
I laughed when you called America the greatest country on earth
Uses sarcasm to mock a statement in the video, likely critiquing the creator's framing through ironic commentary.
codysather8910
Jan 27, 2026
Indian immigrant headquarters 😂😂
Indian immigrant headquarters 😂😂
Joking comment with laughing emojis stereotyping a location as 'Indian immigrant headquarters,' using humor to make an identity-based observation.
luisenrique9015
Jan 27, 2026
Question: Can cockroaches be exterminated? Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Question: Can cockroaches be exterminated?
Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Uses an extended metaphor comparing immigrants to cockroaches through a mock Google search format, employing dark satire.
Humor / Satire
0.85
Staatsy
Oct 7, 2025
Only American bacon on my egg McMuffin from here on out
Only American bacon on my egg McMuffin from here on out
Uses ironic consumer choice commentary to satirize trade tensions between Canada and US.
Humor / Satire
0.85
@aaronday7537
Mar 4, 2025
Bro on the bike doesn’t give a fck 😂 he wants all the smoke
Bro on the bike doesn’t give a fck 😂 he wants all the smoke
Commenter uses casual slang and humor to mock a person's behavior in the video.
Humor / Satire
0.85
luvhank509
Jan 27, 2026
Bro does opposite of spreading love 😂
Bro does opposite of spreading love 😂
Uses emoji and casual sarcasm to mock someone's approach, employing ironic commentary rather than substantive critique.
Humor / Satire
0.85
jalajkharbanda6386
Jan 27, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)