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
Donald. Donny. Dumber.
Donald. Donny. Dumber.
Uses wordplay and name-calling in a mocking, satirical tone rather than substantive critique.
Humor / Satire
0.88
@nmbrowner1906
Mar 4, 2025
Trudeau, can you please come be US president?
Trudeau, can you please come be US president?
Humorous suggestion to swap leaders, using ironic comparison to express preference for Canadian leadership.
@aaronwest4923
Mar 4, 2025
Does this cookie play hockey ?
Does this cookie play hockey ?
Sarcastic joke about the video subject or speaker, using absurdist humor.
@FloydAlbright
Mar 4, 2025
Appeasing the Bear and you chose to poke the Beaver? ??
Appeasing the Bear and you chose to poke the Beaver? ??
Uses animal metaphors (Bear/Beaver) and emoji to satirically comment on geopolitical strategy choices.
@geolan4467
Mar 4, 2025
bro said he bout to sick AI on the Fent Crisis I cant ?
bro said he bout to sick AI on the Fent Crisis I cant ?
Uses casual, ironic language mocking the idea of using AI to solve the fentanyl crisis, with comedic tone indicated by 'I cant ?'.
Humor / Satire
0.88
@yaboymc
Mar 4, 2025
Not once did he thank President Trump for the honor of living in America's 51'st state either... Imagine the nerve.. Right JD?
Not once did he thank President Trump for the honor of living in America's 51'st state either... Imagine the nerve.. Right JD?
Uses sarcastic irony by referring to Canada as America's '51st state' and mocking Trudeau's supposed lack of gratitude.
@jeff95050
Mar 4, 2025
South Park said it best. “Fuck Canada!”
South Park said it best. “Fuck Canada!”
References South Park's satirical anti-Canada sentiment as comedic commentary on national rivalry.
@chestercalloway3812
Mar 4, 2025
I might buy Trump's toilet paper?
I might buy Trump's toilet paper?
Sarcastic joke about purchasing Trump merchandise, using absurdist humor to mock Trump.
Humor / Satire
0.88
@KalleSandström-r6d
Mar 4, 2025
Can you imagine if Trump was articulate like Trudeau? Lol ?
Can you imagine if Trump was articulate like Trudeau? Lol ?
Uses ironic humor to contrast Trump's lack of articulation with Trudeau's communication skills.
@Uberboogie
Mar 4, 2025
Satanists vs Anti-Christ trade wars
Satanists vs Anti-Christ trade wars
Uses absurdist religious framing and sarcasm to mock the trade conflict as a battle between extreme ideological forces.
Humor / Satire
0.88
@superd8872
Mar 4, 2025
I did not know that Amber Heard is part of the Trudeau-Government?
I did not know that Amber Heard is part of the Trudeau-Government?
Uses sarcastic joke comparing Trudeau to Amber Heard, likely referencing controversy or public perception.
Humor / Satire
0.88
@fistofren3483
Mar 4, 2025
Talking directly to Trump only works if one uses small words and \napproach it as if speaking to a 4 year old.
Talking directly to Trump only works if one uses small words and \napproach it as if speaking to a 4 year old.
Sarcastic joke about communicating with Trump using simple language, mocking his intelligence.
Humor / Satire
0.88
@karl-niclas_burner
Mar 4, 2025
It’s because you gave Melania those googly eyes ?
It’s because you gave Melania those googly eyes ?
Uses humorous innuendo about Melania's eye contact to make a joking comment about the PM's interaction.
Humor / Satire
0.88
@anthonypage7969
Mar 4, 2025
I’m afraid Trump might not understand what PM Trudeau’s message was. The English he used was a bit too complex. He didn’t say “good”, “not good” and “bad” enough.
I’m afraid Trump might not understand what PM Trudeau’s message was. The English he used was a bit too complex. He didn’t say “good”, “not good” and “bad” enough.
Uses ironic satire to mock Trump's intelligence by suggesting Trudeau's English was too complex for him to understand.
Humor / Satire
0.88
@Sigurddragonmaster
Mar 4, 2025
You calling him “Donald” is a declaration of war. You were supposed to say something like “your excellency greatest president in history of the world Donald Trump”
You calling him “Donald” is a declaration of war. You were supposed to say something like “your excellency greatest president in history of the world Donald Trump”
Uses ironic exaggeration and sarcasm to mock the commenter's tone toward Trump, presenting absurd formal titles as a joke.
Humor / Satire
0.88
@Lzo7639
Mar 4, 2025
America got the Temu version as a leader ??
America got the Temu version as a leader ??
Uses a meme-style comparison (Temu knockoff) to mock Trump as an inferior version of leadership.
Humor / Satire
0.88
@thanosdarth8651
Mar 4, 2025
That's right Donald, it's President Musk
That's right Donald, it's President Musk
Uses sarcastic irony to mock Trump's authority by suggesting Elon Musk is the real president.
Humor / Satire
0.88
@kathy9981
Mar 4, 2025
Trump crazy lol ???
Trump crazy lol ???
Brief dismissive joke about Trump using casual language and emoji, expressing mockery rather than substantive critique.
Humor / Satire
0.88
@jokerdaclapper9212
Mar 4, 2025
Fuuuuuuk maple syrup ?
Fuuuuuuk maple syrup ?
Crude joke dismissing Canadian identity through a stereotypical symbol (maple syrup), using sarcasm and irreverence.
Humor / Satire
0.88
@strategiconsultingmp
Mar 4, 2025
American here… can we be Canada’s 51st state? \n\n*Arkansas ranks like 47th in education. Not sure how many states Canada has or how to go about annexing. /s
American here… can we be Canada’s 51st state? \n\n*Arkansas ranks like 47th in education. Not sure how many states Canada has or how to go about annexing. /s
Uses self-aware sarcasm and jokes about US education rankings and annexation, marked with '/s' tag.
Humor / Satire
0.88
@adam.dodson
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)