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
From Washington state, please adopt us.
From Washington state, please adopt us.
Jokingly requests Canadian adoption, using humorous exaggeration to express dissatisfaction with U.S. leadership.
@andypeiffer5
Mar 4, 2025
I hadn't heard of Darth Carney's rep for not suffering fools. That explains why he has no mirrors in his houses. I always assumed it was a vampire thing.
I hadn't heard of Darth Carney's rep for not suffering fools. That explains why he has no mirrors in his houses. I always assumed it was a vampire thing.
Uses sarcasm and jokes (vampire reference, 'Darth Carney') to mock a political figure rather than engage substantively.
Humor / Satire
0.89
larrykoch9090
Feb 27, 2026
The only thing “blistering” that Trudeau ever had……required antibiotics.
The only thing “blistering” that Trudeau ever had……required antibiotics.
Uses crude sexual innuendo and sarcasm to mock Trudeau, employing ironic commentary rather than substantive critique.
Humor / Satire
0.89
@TheSgtShade
Mar 4, 2025
How dare he call Donald Dumb! He left out A and Ass\n\nA dumb ass. That’s better.
How dare he call Donald Dumb! He left out A and Ass\n\nA dumb ass. That’s better.
Commenter makes a joke about Trump's name, using wordplay and insult humor rather than substantive argument.
Humor / Satire
0.89
@Jeielsk565
Mar 4, 2025
Aussie here. We’re just keeping our heads down and hoping that Trump can’t find us on a map ?
Aussie here. We’re just keeping our heads down and hoping that Trump can’t find us on a map ?
Self-identified Australian using ironic humor about Trump's geographic knowledge and Australia's distance from US political conflict.
@Dinki-Di
Mar 4, 2025
Too late lmao 🤣
Too late lmao 🤣
Dismissive laughing emoji response suggesting ironic commentary on the timing or effectiveness of policy action.
Humor / Satire
0.88
Felix-hj3tv
Nov 22, 2025
Awww Justina is gonna cry ?.
Awww Justina is gonna cry ?.
Mocking, sarcastic comment about an individual's emotional reaction using emoji for comedic effect.
Humor / Satire
0.88
@joshcash7394
Mar 4, 2025
I often reference Justin Trudeau when making big decisions. I think what would Justin do in this situation…..then I do the opposite. It works like a charm. Shut up Justin no one cares what you …
I often reference Justin Trudeau when making big decisions. I think what would Justin do in this situation…..then I do the opposite. It works like a charm. Shut up Justin no one cares what you think.
Uses sarcastic humor to mock Trudeau's decision-making, framing him as a negative reference point.
@dustinpaul8968
Mar 4, 2025
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Uses exaggerated stereotypical speech patterns and absurd claims (e.g., 'we love ur women') as satirical mockery of Indian immigrants.
KillerCorvo
Jan 28, 2026
Haha, Justin trying too be tough
Haha, Justin trying too be tough
Mocking commentary using humor ('Haha') to satirize Trudeau's attempt to project toughness.
Humor / Satire
0.88
@MarineMT-0312
Mar 4, 2025
I imagine what will be shown before I see the video hahaah
I imagine what will be shown before I see the video hahaah
Playful comment suggesting predictability of video content with humorous tone and laughter.
Humor / Satire
0.88
renataferreira8829
Feb 16, 2026
I hope we keep Trudeau as foreign minister just to spite Trump and give speeches.
I hope we keep Trudeau as foreign minister just to spite Trump and give speeches.
Ironic suggestion to keep Trudeau as foreign minister specifically to antagonize Trump, using sarcasm.
Humor / Satire
0.88
@tony--james
Mar 4, 2025
Donald..just donald..hahaha.\nDonald.. now you listen..
Donald..just donald..hahaha.\nDonald.. now you listen..
Playful, repetitive mockery of Trump's speaking style using exaggerated dialogue and laughter.
Humor / Satire
0.88
@mustapakamalmohamedkassim3336
Mar 4, 2025
Oh great the cost of maple syrup is going to go up?????????
Oh great the cost of maple syrup is going to go up?????????
Uses humorous exaggeration (multiple question marks) to sarcastically comment on tariff impacts on Canadian goods prices.
@BigBoss-xc2do
Mar 4, 2025
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Uses ironic song reference to mock the refugee/immigration situation in Canada.
Humor / Satire
0.88
matthewdenty8470
Nov 21, 2025
He looks like an Iranian official 😂😂😂
He looks like an Iranian official 😂😂😂
Joking comment making a physical/ethnic comparison about someone's appearance, using humor as the primary mode.
Humor / Satire
0.88
lilyghassemzadeh
Nov 21, 2025
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Uses ironic meme-format commentary to satirize complaints about immigration by invoking indigenous historical displacement.
soubermed2175
Oct 21, 2025
😂😂😂 wh ite people in decline is so hilarious 😂
😂😂😂 wh ite people in decline is so hilarious 😂
Uses laughing emojis and sarcastic tone to mock demographic decline of white people as humorous commentary.
Humor / Satire
0.88
PurpleDoritos666
Oct 11, 2025
U forgot two zeros 😂
U forgot two zeros 😂
A joking comment about missing zeros in a statistic, using humor to critique a previous claim.
Leo-fz4qy
Oct 15, 2025
Ha ha ha Governor Trudeau ?????
Ha ha ha Governor Trudeau ?????
Commenter uses sarcastic humor with multiple question marks to mock Trudeau's title/status in a joking manner.
Humor / Satire
0.88
@verdeaqua3990
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)