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 says TruNo
Trudeau says TruNo
Wordplay joke on Trudeau's name ('TruNo'), mocking his position or decisions.
Humor / Satire
0.90
@frankjamesbonarrigo7162
Mar 4, 2025
Buddy on Bike Giga Chad.
Buddy on Bike Giga Chad.
Brief, lighthearted comment praising someone's behavior using internet slang ('Giga Chad'), likely humorous in tone.
Humor / Satire
0.90
Punisher_brings_justice
Jan 27, 2026
Would’ve been funnier if that hi-vis vest was a straight jacket. 😂
Would’ve been funnier if that hi-vis vest was a straight jacket. 😂
Makes a dark joke comparing someone to a straightjacket, using sarcasm and irony.
Humor / Satire
0.90
Kurran1998
Mar 1, 2026
Lol castreau must geau
Lol castreau must geau
Uses wordplay and mockery ('castreau must geau') to satirize Canadian leadership.
Humor / Satire
0.90
@douglasjenner5064
Mar 4, 2025
INVASION IN THE TITTLE IS A LIL EXTREME 😂 ASK THE NATIVES WHO DID THE INVASION!!!!! 🤡
INVASION IN THE TITTLE IS A LIL EXTREME 😂 ASK THE NATIVES WHO DID THE INVASION!!!!! 🤡
Uses sarcasm and irony to critique the 'invasion' framing by pointing out historical colonization of Indigenous lands.
Humor / Satire
0.90
DiliciousDishes
Jan 27, 2026
Dam it, no more Canadian bacon and syrup for a while.
Dam it, no more Canadian bacon and syrup for a while.
Lighthearted joke about trade tensions affecting Canadian exports, using humor to comment on the situation.
Humor / Satire
0.90
@John-jv1ij
Mar 4, 2025
Hahaha I know the guy that gave you the finger from the grey honda civic. 😂😂😂😂
Hahaha
I know the guy that gave you the finger from the grey honda civic.
😂😂😂😂
Humorous anecdote about recognizing someone from the video, using laughter emojis to indicate joking tone.
jonnyblaze69in
Jan 27, 2026
"They walk naked without covering their windows"..... saying this while roaming around shirtless.....LMAO...
"They walk naked without covering their windows"..... saying this while roaming around shirtless.....LMAO...
Mocking ironic commentary pointing out hypocrisy through sarcasm and laughter.
Humor / Satire
0.90
13Pappahumain
Feb 20, 2026
It's hard to drive when you have a bobblehead.
It's hard to drive when you have a bobblehead.
Cryptic joke or sarcastic jab, likely mocking someone in the video with a physical characteristic reference.
Humor / Satire
0.90
carlosdominguez3108
Jan 27, 2026
Canada greatest country 😂😂😂😂
Canada greatest country 😂😂😂😂
Uses sarcasm and laughter emojis to mock the claim that Canada is the greatest country.
Humor / Satire
0.90
easyAziz
Jan 27, 2026
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Uses ironic, exaggerated language ('Baby T throwing a 25 billion dollar tantrum') to mock Trump's potential reaction to Canadian independence.
Humor / Satire
0.90
@MsMoSiLo
Mar 4, 2025
Justin Truhoe
Justin Truhoe
A play on Trudeau's name ('Truhoe') used as mocking wordplay and derisive humor.
Humor / Satire
0.90
@yssha5342
Mar 4, 2025
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Absurdist joke referencing the 'Sir, this is a Wendy's' meme, likely mocking the tone or content of another commenter.
AngelRodriguez-l7n
Feb 14, 2026
buddy can not handle are Canadian winters hahaha got to come warmer next time brutha
buddy can not handle are Canadian winters hahaha got to come warmer next time brutha
Joking comment about Canadian winters being difficult for immigrants, using casual humor and sarcasm.
Humor / Satire
0.90
Hhonestlyspking
Feb 4, 2026
Hahaha 😅 you just realizing ?
Hahaha 😅 you just realizing ?
Sarcastic, dismissive laugh suggesting the commenter finds it obvious or absurd that others are only now realizing the issue.
Humor / Satire
0.90
dfg43cvx-CoherentArrayWaver
Jan 19, 2026
Donald Dumb
Donald Dumb
Brief insulting wordplay ('Donald Dumb') functioning as satirical name-calling.
Humor / Satire
0.90
@elivingpteltd912
Mar 4, 2025
Singh hortons for coffee
Singh hortons for coffee
Plays on the common name 'Singh' and Tim Hortons (Canadian coffee chain) as a satirical joke about Indian-Canadian demographics.
Humor / Satire
0.90
thedogtutorchannel
Feb 3, 2026
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
4:12 that guy must’ve watched Tyler’s video about the Indian poop festival where that one guy eat poop 😂
Makes a joking reference to another creator's video content with laughing emoji, using crude humor.
dantenoray
Feb 3, 2026
All Hail justin Trudeau 😂
All Hail justin Trudeau 😂
Sarcastic praise of Trudeau with laughing emoji, using irony to critique immigration policy.
Humor / Satire
0.90
leoj_carnage
Feb 15, 2026
There is fierce competition. Who will be the Best Comedian of 2025.\nHere is the current ranking: \n\nZelensksy is at #1 formore than 3 years.\nUrsula is sitting duck at #5.\n\nStarmer moved to #3 after he pledged …
There is fierce competition. Who will be the Best Comedian of 2025.\nHere is the current ranking: \n\nZelensksy is at #1 formore than 3 years.\nUrsula is sitting duck at #5.\n\nStarmer moved to #3 after he pledged $3 billion aid for Ukraine.\n\n1. Zelensksy - Ukraine \n2. Justin Trudeau - Canada \n3. Starmer - UK \n4. Macron - France \n5. Ursula - EU
Uses satirical ranking format to mock multiple world leaders including Trudeau, presenting criticism through comedic comparison.
@OSGuru-c7r
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)