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
Good ol' Scamada!
Good ol' Scamada!
The comment uses sarcasm ('Scamada') to mock Canada's immigration handling, blending wordplay with implicit policy criticism.
John-fr5jm
Feb 18, 2026
My Premier is right, it's a dumb thing to do BUT saying that Trump is intelligent is a loooong stretch lol
My Premier is right, it's a dumb thing to do BUT saying that Trump is intelligent is a loooong stretch lol
The comment uses sarcasm and humor ('looong stretch') to critique both the Premier's position and Trump's intelligence.
@p0lig0nQC
Mar 4, 2025
DJT got owned there
DJT got owned there
Brief sarcastic or mocking comment suggesting Trump was defeated or embarrassed in an exchange.
Humor / Satire
0.85
@smallakam7310
Mar 5, 2025
Me coming to hear Trudeau and learning that Canadians want to separate from each other. Now I need to get the tea.
Me coming to hear Trudeau and learning that Canadians want to separate from each other. Now I need to get the tea.
Uses ironic humor to comment on internal Canadian divisions revealed during Trudeau's speech.
@NGHealthCoach
Mar 5, 2025
Tim Hortons ❌️ Singh Hortons ✅️
Tim Hortons ❌️
Singh Hortons ✅️
Uses wordplay and checkmark/X formatting to make a satirical joke about the Prime Minister and Tim Hortons.
Humor / Satire
0.85
kushagra596
Jan 27, 2026
Sooo… can we make Minnesota part of Canada? We could be Canada’s version of Florida—just without the crazy! I think it’s time to jump ship ????”
Sooo… can we make Minnesota part of Canada? We could be Canada’s version of Florida—just without the crazy! I think it’s time to jump ship ????”
Uses joking tone and sarcasm (Minnesota as Canada's Florida) to express support for Canada and criticism of the US through comedic framing.
@Mathyoou
Mar 4, 2025
Curry chicken. 😂
Curry chicken. 😂
A brief, joking comment about curry chicken with an emoji, using humor to engage with the topic.
Humor / Satire
0.85
Gagglewarrior
Jan 27, 2026
tyler your portuguese surname really helped you 😂
tyler your portuguese surname really helped you 😂
Ironic comment suggesting someone's Portuguese surname contradicts their identity or credibility.
Humor / Satire
0.85
blinktambo255
Jan 27, 2026
Downloading WW3??♀️
Downloading WW3??♀️
Commenter uses sarcasm and emoji to make a joke about potential conflict escalation, employing dark humor.
Humor / Satire
0.85
@Cookie_BK
Mar 4, 2025
Trump voters - this is what you voted for. Enjoy
Trump voters - this is what you voted for. Enjoy
Sarcastic commentary directed at Trump voters, using ironic tone to critique their political choice.
Humor / Satire
0.85
@SirPudge
Mar 4, 2025
Donald you orange idiot.
Donald you orange idiot.
Insulting name-calling presented as casual mockery rather than substantive critique.
Humor / Satire
0.85
@fuzzb0x436
Mar 5, 2025
I'm bout to jump on to Civ 6. All this tension between the world leaders making me wanna take on the world ?
I'm bout to jump on to Civ 6. All this tension between the world leaders making me wanna take on the world ?
Uses humor and gaming reference to satirically respond to geopolitical tension, deflecting with lighthearted commentary.
Humor / Satire
0.85
@TuntunGamer
Mar 4, 2025
Trudeau knows well Dump is fat and stupid.....not smart at all. He just didn't want to put that out.
Trudeau knows well Dump is fat and stupid.....not smart at all. He just didn't want to put that out.
Uses sarcastic insults and crude humor to mock Trump rather than making substantive arguments.
Humor / Satire
0.85
@mtty2826
Mar 4, 2025
Have you thanked a liberal today?
Have you thanked a liberal today?
Sarcastic rhetorical question using irony to mock political opponents, typical of satirical commentary.
Humor / Satire
0.85
@TruongTranTT88
Feb 20, 2026
Hey Donald meow meow meow ??
Hey Donald meow meow meow ??
Uses absurdist humor and nonsensical animal sounds directed at a political figure as mockery.
Humor / Satire
0.85
@topaiheuheu5950
Mar 5, 2025
Ooohh I bet Trump is scared ???
Ooohh I bet Trump is scared ???
Sarcastic, mocking comment with emoji suggesting Trump is fearful or vulnerable.
Humor / Satire
0.85
@petrosking5588
Mar 4, 2025
It’s okay, you don’t have to like Indian food. Don’t follow the cope!
It’s okay, you don’t have to like Indian food. Don’t follow the cope!
Lighthearted, sarcastic comment dismissing concerns about cultural preferences as unnecessary anxiety.
Humor / Satire
0.85
dirtydingoringo3121
Jan 27, 2026
Oh no my Maple Syrup what will I ever do without it? ?
Oh no my Maple Syrup what will I ever do without it? ?
Uses sarcasm and mock concern about maple syrup to humorously dismiss or trivialize concerns about trade/policy impacts.
Humor / Satire
0.85
@SammyBsAdventure
Mar 4, 2025
Gross, no wonder Alberta wants to join the US! 😂😂😂
Gross, no wonder Alberta wants to join the US! 😂😂😂
Uses sarcasm and emoji to mock the video's subject while making a separatist identity claim about Alberta.
EricMikuta
Jan 27, 2026
We need to Make America Gay Again.
We need to Make America Gay Again.
Uses a political slogan parody ('Make America Gay Again') as ironic commentary or joke.
Humor / Satire
0.85
@connoroleary591
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)