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
AMERICA - Leader of the Free World !!!! Oh, sorry. That is _SO_ 2024.
AMERICA - Leader of the Free World !!!! Oh, sorry. That is _SO_ 2024.
Ironic commentary on America's global leadership status, using sarcasm to critique the shift in American standing.
@user-bg4fd8qb2o
Mar 4, 2025
Can we trade, with or without tariffs, Dictator Don and his weird V.P. Vance for your lovely Trudeau??? (PLEASE!)
Can we trade, with or without tariffs, Dictator Don and his weird V.P. Vance for your lovely Trudeau??? (PLEASE!)
Sarcastic joke proposing a trade between leaders, using ironic tone to critique US politics while comparing nations.
@ArlynFuqua
Mar 4, 2025
I always wanted to come to canada to drive a taxi. Now i am a liberal supporter!
I always wanted to come to canada to drive a taxi. Now i am a liberal supporter!
Satirical comment using self-deprecating humor about immigrant employment and political affiliation as ironic commentary.
Humor / Satire
0.85
DetectiveVincentMolotov
Dec 26, 2025
South Park’s right, I have no idea what he’s saying, all I hear is farts ?
South Park’s right, I have no idea what he’s saying, all I hear is farts ?
The commenter uses a South Park reference and fart joke to satirize someone's speech or communication style.
Humor / Satire
0.85
@Dissistheway
Mar 4, 2025
Curry in a hurry
Curry in a hurry
Brief pun combining 'curry' with 'hurry,' using wordplay as comedic commentary on Indian food/culture.
Humor / Satire
0.85
hilly9114
Feb 17, 2026
You gotta be a special kind of a$$hole to piss off Canada
You gotta be a special kind of a$$hole to piss off Canada
Humorous commentary praising Canada's diplomatic standing while mocking Trump through ironic exaggeration.
@datbeasleyboy
Mar 4, 2025
Hope you survive 🙏🏻😂
Hope you survive 🙏🏻😂
Joking expression using prayer emoji and laughing emoji to make light of a situation.
Humor / Satire
0.85
w1ff
Jan 27, 2026
America is lost to fascism. Who would have thought that two years ago. Guess the turkeys went and voted for Thanksgiving.....
America is lost to fascism. Who would have thought that two years ago. Guess the turkeys went and voted for Thanksgiving.....
Uses ironic metaphor (turkeys voting for Thanksgiving) to satirize voters' self-destructive choices regarding fascism.
@bimblealong
Mar 4, 2025
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. …
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. You'd think Conservatives would be happy that Libs are acting on their complaints....NO... Conservatives cry 'they stole our ideas'... It's so pathetic. And WEAK.
Uses sarcasm and ironic commentary to mock Conservative political inconsistency, framed as satirical critique rather than serious argument.
randyt3558
Jan 20, 2026
how come I never see Bigfoots in canada
how come I never see Bigfoots in canada
Absurdist joke comparing Bigfoot sightings to immigration, using non-sequitur humor unrelated to actual immigration discourse.
Humor / Satire
0.85
hippo780
Dec 25, 2025
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
Uses sarcasm and ironic commentary ('LMAO', 'Good job') to critique deportation policy and accuse supporters of racism.
b18tuner5875
Dec 24, 2025
It would be better to join the United States of America. 😂😂😂
It would be better to join the United States of America. 😂😂😂
Ironic suggestion that Canada should join the US, marked by laughing emojis indicating sarcastic intent.
Humor / Satire
0.85
Bill-vo1wn
Dec 10, 2025
Response to American tariffs:\nCanada: Reciprocal tariffs.\nMexico: Reciprocal tariffs.\nChina: Reciprocal tariffs.\nEurope: Mulling a response.\nIndia: More F-35s and Harley Davidsons saar & we will take back the illegals too saar.
Response to American tariffs:\nCanada: Reciprocal tariffs.\nMexico: Reciprocal tariffs.\nChina: Reciprocal tariffs.\nEurope: Mulling a response.\nIndia: More F-35s and Harley Davidsons saar & we will take back the illegals too saar.
Uses satirical comparison of different countries' responses to tariffs, with mocking stereotypical Indian English ('saar') for comedic effect.
@vvtg2
Mar 4, 2025
Instead of California seceding, maybe it should become part of Canada.
Instead of California seceding, maybe it should become part of Canada.
Satirical suggestion that California should join Canada, using absurdist humor to comment on US-Canada relations.
@jaymatthews64
Mar 4, 2025
Unfathomably based.
Unfathomably based.
Uses internet slang ('based') in a brief, joking manner to express approval of the video content.
Humor / Satire
0.85
georgewashington5655
Feb 17, 2026
Trump the impotent cockroach
Trump the impotent cockroach
Uses insulting sarcasm and crude humor to mock a political figure rather than making substantive argument.
Humor / Satire
0.85
@tomtanaka8388
Mar 4, 2025
Typical lib scare tactics 😂😂😂😂😂
Typical lib scare tactics 😂😂😂😂😂
Uses sarcasm and emojis to mock what the commenter views as liberal political messaging.
ldd9672
Dec 10, 2025
Trump is just mad he can't be as good of a politician or as good-looking as Trudeau is
Trump is just mad he can't be as good of a politician or as good-looking as Trudeau is
Uses sarcastic comparison and personal insult as ironic commentary on Trump versus Trudeau.
Humor / Satire
0.85
@Foxystl
Mar 4, 2025
Play Doe will fold like a lawn chair in a hurricane.
Play Doe will fold like a lawn chair in a hurricane.
Uses hyperbolic, sarcastic language ('fold like a lawn chair in a hurricane') to mock a political figure's weakness.
Humor / Satire
0.85
@WeThePeople138
Mar 4, 2025
That 's all ? Not something like 'Donnald, you are not the ball,, but the shit the americans will scrape of it' kind of expression
That 's all ? Not something like 'Donnald, you are not the ball,, but the shit the americans will scrape of it' kind of expression
Uses crude sarcastic metaphor and absurdist humor to mock Trump, employing ironic commentary rather than direct argument.
Humor / Satire
0.85
@raydiofolk
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)