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
I’m here for liberal tears ?
I’m here for liberal tears ?
Uses sarcastic/mocking tone ('liberal tears') to ridicule political opponents.
@darkness3001
Mar 4, 2025
America's presumptive 51st state lol... Shots fired.
America's presumptive 51st state lol... Shots fired.
Uses joking/sarcastic language about Canada being America's 51st state as ironic commentary.
@c.w.k.n.5117
Mar 4, 2025
Dear Mr. Trudeau. Although your presentation is articulate and to the point, I feel that you’re using too many words for the average MAGA American to comprehend. Here’s a sample; tariff bad, you pay too …
Dear Mr. Trudeau. Although your presentation is articulate and to the point, I feel that you’re using too many words for the average MAGA American to comprehend. Here’s a sample; tariff bad, you pay too much for stuff bought at Walmart.
Uses sarcasm and ironic simplification to mock Trump supporters' comprehension while critiquing Trudeau's approach.
@arobatto
Mar 4, 2025
100 bucks on Donald Trump reacting childish to that “Dumb” comment and start acting like “who’s di*k is bigger”(like a child would do)
100 bucks on Donald Trump reacting childish to that “Dumb” comment and start acting like “who’s di*k is bigger”(like a child would do)
Uses sarcasm and mockery to predict Trump's childish reaction to criticism, employing humorous commentary.
Humor / Satire
0.80
@gustavoalonsoramosrubio2440
Mar 4, 2025
the problem with Trump is he's like a big child along with his monkey Vance
the problem with Trump is he's like a big child along with his monkey Vance
Uses derisive humor and animal metaphors ('big child,' 'monkey') to mock Trump and Vance.
@mick12148
Mar 4, 2025
please don't say American tariffs say musk rat and chump
please don't say American tariffs say musk rat and chump
Uses sarcastic wordplay ('musk rat and chump') to mock political figures rather than engage substantively.
Humor / Satire
0.80
@genmanion2389
Mar 4, 2025
Well who’s ready for Canada to make America it’s next province ?
Well who’s ready for Canada to make America it’s next province ?
Uses sarcastic/joking tone suggesting Canada absorb the US as a province, likely mocking American politics.
@bobbyb927
Mar 4, 2025
I thought that pig was roasted?
I thought that pig was roasted?
Uses crude sarcastic/insulting humor comparing someone to a roasted pig, likely mocking a political figure.
Humor / Satire
0.80
@jagone5672
Mar 4, 2025
Hey, here’s a fun excersize, Google \n “ symptoms of narcissistic sociopathy”. Remind you of anybody?
Hey, here’s a fun excersize, Google \n “ symptoms of narcissistic sociopathy”. Remind you of anybody?
Uses sarcastic humor by suggesting readers look up narcissistic sociopathy symptoms, implying someone matches the diagnosis without naming them directly.
@davethompson9776
Mar 4, 2025
The only thing Trump has done to Trudeau is make him look better. Canadians have been getting sick of him, but I wouldn't be surprised if seeing him respond in an eloquent and coherent manner …
The only thing Trump has done to Trudeau is make him look better. Canadians have been getting sick of him, but I wouldn't be surprised if seeing him respond in an eloquent and coherent manner while telling Trump to fuck around and find out wins him a lot of brownie points.
Commenter uses ironic humor to suggest Trump inadvertently improves Trudeau's political standing through contrast.
@yvaincallipso84
Mar 4, 2025
This is what you voted for my fellow Americans. A president who cares more about sucking Putin's dick and licking Elon's feet then he does about helping any of you in any way! Great job!!!
This is what you voted for my fellow Americans. A president who cares more about sucking Putin's dick and licking Elon's feet then he does about helping any of you in any way! Great job!!!
Uses crude sarcasm and exaggeration to mock Trump's priorities and criticize American voters' choice.
@ScottStathis
Mar 4, 2025
How to destroy your country in two months? Ask D.Trump.
How to destroy your country in two months? Ask D.Trump.
Sarcastic rhetorical question framing Trump's actions as destructive to Canada, using ironic humor to express serious concern.
@UnusSedLeo-w5l
Mar 4, 2025
These world leaders are mad that they can't take advantage of America anymore. It's funny.
These world leaders are mad that they can't take advantage of America anymore. It's funny.
Uses ironic humor to mock world leaders' frustration with US policy, framing their concerns as self-interested.
@daspace1206
Mar 4, 2025
Things are really bad if Trudeau is making sense
Things are really bad if Trudeau is making sense
Uses ironic humor by suggesting that if Trudeau is making sense, the situation must be dire.
Humor / Satire
0.80
@GenikaXVI
Mar 4, 2025
Foil the knuckels and clear the benches. Its time to get at it! ????
Foil the knuckels and clear the benches. Its time to get at it! ????
Hockey-themed metaphorical language ('foil the knuckles,' 'clear the benches') used humorously to suggest confrontation.
Humor / Satire
0.80
@Jubes83
Mar 4, 2025
Maybe The US should become Canada's second state
Maybe The US should become Canada's second state
Satirical reversal suggesting US become Canada's state, using ironic humor to critique American politics.
@TheWorldDivided
Mar 4, 2025
??Turdo calling Trump a dictator ??
??Turdo calling Trump a dictator ??
Uses sarcasm and ironic questioning (double question marks) to mock a political leader's characterization of another leader.
@Mark-zz9rt
Mar 4, 2025
Sorry , we are not afraid of our president. But we have a King now . That we are afraid of
Sorry , we are not afraid of our president. But we have a King now . That we are afraid of
Uses ironic wordplay comparing fear of a president versus a monarch, employing sarcasm to critique Canadian political leadership.
@NITER1DER
Mar 4, 2025
Let’s trade. All dems move to Canada and all conservatives move to USA. Trade war settled !!
Let’s trade. All dems move to Canada and all conservatives move to USA. Trade war settled !!
Sarcastic proposal to resolve political divisions through population swaps, using ironic framing.
@GuadaneroAT
Mar 4, 2025
Donald , Donald, Donald!, you dumb silly man
Donald , Donald, Donald!, you dumb silly man
Dismissive name-calling with repetition ('Donald, Donald, Donald') used for comedic/sarcastic effect rather than substantive critique.
Humor / Satire
0.80
@berylweaver9339
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)