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
You asked for it Turd
You asked for it Turd
Derisive nickname ('Turd') for Trudeau delivered as sarcastic commentary on Canadian leadership.
@marysemarengere3494
Mar 4, 2025
Trump is so F. Up
Trump is so F. Up
A brief, crude insult presented as casual commentary, functioning as sarcastic dismissal rather than substantive critique.
Humor / Satire
0.75
@manunyapcdrk770
Mar 4, 2025
Greenday just annpunced they will join canada army, the qweer division?
Greenday just annpunced they will join canada army, the qweer division?
Uses sarcasm and absurdist humor (misspellings, fabricated military unit) to mock or satirize a political situation.
Humor / Satire
0.75
@marktykwinski5344
Mar 4, 2025
fuck ya lets throw hands boys!
fuck ya lets throw hands boys!
Colloquial, joking expression of support using casual/aggressive language for comedic effect.
@travis9114
Mar 4, 2025
I sure do love winning. Trump is really getting the job done, ain't he ? ??
I sure do love winning. Trump is really getting the job done, ain't he ? ??
Sarcastic commentary praising Trump's accomplishments with ironic tone, using rhetorical questions to mock rather than genuinely endorse.
Humor / Satire
0.75
@PabloCastillo-k7s
Mar 4, 2025
Hakeem Jeffries is what Maxine waters needs to do to clear her throat!
Hakeem Jeffries is what Maxine waters needs to do to clear her throat!
Crude joke comparing two political figures, using wordplay for comedic effect unrelated to immigration policy.
Humor / Satire
0.75
@rareform6747
Mar 4, 2025
Canada, please adopt a bunch of our states. I want to join Canada.
Canada, please adopt a bunch of our states. I want to join Canada.
Humorous/sarcastic comment expressing desire to join Canada, comparing it favorably to the U.S.
@CharlesMiller-w4g
Mar 4, 2025
? It’s amusing how it works—Canada really needs the USA, tough guy.?
? It’s amusing how it works—Canada really needs the USA, tough guy.?
Sarcastic commentary using irony to critique Canada-US relations, with comparative framing between the two nations.
@karensok2121
Mar 4, 2025
Welcome to the shit show, Enjoy!
Welcome to the shit show, Enjoy!
Uses dark humor and sarcasm to comment on a chaotic or negative situation, with ironic welcoming tone.
@FEEDER.396
Mar 4, 2025
stay mad castro boy
stay mad castro boy
Sarcastic jab using a nickname ('castro boy') with dismissive tone, likely mocking rather than serious.
@KamionKing
Mar 4, 2025
Time to invade ?
Time to invade ?
A brief, provocative statement that appears to be sarcastic or joking commentary rather than a serious call to military action.
Humor / Satire
0.75
@albertsimmons2743
Mar 4, 2025
HALF AN OUNCE!!!\n\nCanada stepped up!!!
HALF AN OUNCE!!!\n\nCanada stepped up!!!
Cryptic exclamation with 'HALF AN OUNCE' appears to be sarcastic commentary on Canada's response, using exaggeration for comedic effect.
Humor / Satire
0.75
@fifiwoof1969
Mar 4, 2025
Attack? So canada has technically been “attacking” America for decades with tariffs. Good to know
Attack? So canada has technically been “attacking” America for decades with tariffs. Good to know
Uses sarcasm to reframe Canada's tariffs as 'attacks' to highlight perceived hypocrisy in trade criticism.
@Wandererbane
Mar 4, 2025
He is awesome! Trudeau for American president!
He is awesome! Trudeau for American president!
Sarcastically suggests Trudeau should be US president, mixing praise with absurdist humor to critique American politics.
@shawnster3396
Mar 4, 2025
Why can’t we have a good-looking, intelligent president?
Why can’t we have a good-looking, intelligent president?
Rhetorical question sarcastically criticizing Trump's appearance and intelligence.
Humor / Satire
0.75
@teachthechildren2
Mar 4, 2025
Nice move PM Trudeau! I think Trump is under the influence of Fentanyl. Just like our former president DU30.
Nice move PM Trudeau! I think Trump is under the influence of Fentanyl. Just like our former president DU30.
Uses sarcasm and absurdist comparison (fentanyl influence) to mock Trump, with a comparative reference to another leader.
@olben68
Mar 4, 2025
Reagan is turning in his grave.
Reagan is turning in his grave.
Sarcastic reference to Reagan's political legacy, using hyperbole to critique current political direction.
@alexstewart-n7v
Mar 4, 2025
World is a stage, we are all actors ?????
World is a stage, we are all actors ?????
Philosophical musing with question marks suggesting ironic or satirical commentary on reality and performance.
Humor / Satire
0.75
@arunfpv
Mar 4, 2025
boohoo MAGA!!!!
boohoo MAGA!!!!
Dismissive mockery of MAGA/Trump supporters using sarcastic tone and exclamation marks.
@jasonlindsay196
Mar 4, 2025
we will get that all from russia:D
we will get that all from russia:D
Sarcastic joke suggesting Russia as an alternative source, using humor to comment on geopolitical tensions.
Humor / Satire
0.75
@AS-tx7re
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)