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
Trudeau is a wiener
Trudeau is a wiener
Brief insult using childish language ('wiener') presented as casual mockery rather than substantive critique.
Humor / Satire
0.90
@brianadams1318
Mar 4, 2025
Poor Trudeau, he doesn't realize that Trump has the IQ of the sludge I scrape from my taint every morning.
Poor Trudeau, he doesn't realize that Trump has the IQ of the sludge I scrape from my taint every morning.
Uses crude humor and insult as satirical commentary on Trump's intelligence, employing exaggerated vulgarity for comedic effect.
Humor / Satire
0.90
@pauldacus4590
Mar 4, 2025
Governor Trudeau?
Governor Trudeau?
Sarcastically misidentifies Trudeau's title as 'Governor' rather than Prime Minister, using ironic wordplay as commentary.
Humor / Satire
0.90
@MrChintan01
Mar 4, 2025
The SHART of the deal… thanks Donald!
The SHART of the deal… thanks Donald!
Uses wordplay (SHART/SMART) to mock Trump through sarcasm and crude humor.
Humor / Satire
0.90
@Spikey-Mikey
Mar 4, 2025
FAFO.....Missy......?
FAFO.....Missy......?
Cryptic acronym 'FAFO' (Find Out For Yourself) used sarcastically; minimal substantive content, primarily comedic tone.
Humor / Satire
0.90
@johnjoseph7834
Mar 4, 2025
Trudeau should give Trump English lessons.
Trudeau should give Trump English lessons.
Uses sarcastic humor to mock Trudeau through a joke about English lessons.
Humor / Satire
0.90
@edwardjam9832
Mar 4, 2025
Adopt Maine please.
Adopt Maine please.
Joking suggestion that Maine should join Canada, using ironic/sarcastic tone.
Humor / Satire
0.90
@TheKelbymyers
Mar 4, 2025
I love me some Canada Dry
I love me some Canada Dry
Joke referencing Canada Dry beverage brand rather than engaging with video content about Canadian policy.
@PeteChavez-b3o
Mar 4, 2025
LOL so intimidating.
LOL so intimidating.
Uses sarcasm ('LOL so intimidating') to mock or dismiss something as not threatening.
Humor / Satire
0.90
@ceeesmack
Mar 4, 2025
trudeau goin' gangsta! \n\n\n\n\n? ? ?
trudeau goin' gangsta! \n\n\n\n\n? ? ?
Playful slang comment with emojis mocking Trudeau's toughness, purely comedic in tone.
Humor / Satire
0.90
@alvinhenders
Mar 4, 2025
Sounds like he is fixed everything within one month.
Sounds like he is fixed everything within one month.
Sarcastic comment implying Trump's claims of rapid problem-solving are exaggerated or false.
Humor / Satire
0.90
@marcin8267
Mar 4, 2025
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Uses absurdist humor (cage match scenario) to satirize political tensions between leaders.
Humor / Satire
0.90
@mrdude5101
Mar 4, 2025
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
Uses ironic, joking tone about trade consequences with exaggerated emotional response and emoji, clearly satirical commentary.
Humor / Satire
0.90
@cwill8836
Mar 4, 2025
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
Uses ironic humor by agreeing with Trudeau except for one specific point, creating a comedic jab at Trump.
Humor / Satire
0.90
@DJ-gc4fk
Mar 4, 2025
Kudos to Trudeau, you really pants'd the orange douchey baguette ?
Kudos to Trudeau, you really pants'd the orange douchey baguette ?
Sarcastic, insulting humor praising Trudeau for embarrassing Trump through wordplay and crude language.
Humor / Satire
0.90
@titusrider7948
Mar 4, 2025
He flushed the toilet on Trump!
He flushed the toilet on Trump!
Crude joke using toilet metaphor to mock Trump's departure, employing sarcasm and crude humor.
Humor / Satire
0.90
@sanazkh7382
Mar 4, 2025
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Joking/sarcastic comment about Trump's reported interest in purchasing Greenland, extended absurdly to Canada with humorous offers.
Humor / Satire
0.90
@CatBeck-lg7gp
Mar 4, 2025
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
Absurdist joke referencing a historical event (emu war) as satirical commentary on tariff consequences.
Humor / Satire
0.90
@goannaj3243
Mar 4, 2025
Look at the widdle pwime minister. Who's a big boy? Is it you?
Look at the widdle pwime minister. Who's a big boy? Is it you?
Uses mocking baby-talk tone and condescending rhetoric as sarcastic ridicule of the Prime Minister.
Humor / Satire
0.90
@SunTzu-f6d
Mar 4, 2025
Lmao ok Canada
Lmao ok Canada
Dismissive laugh ('Lmao') expressing sarcastic commentary on Canada's situation.
Humor / Satire
0.90
@JorgeRodriguez-i4x
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)