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
Make Brampton great again 😂😂😂
Make Brampton great again 😂😂😂
Sarcastic reference to 'Make America Great Again' slogan applied to Brampton, using emojis to signal ironic commentary.
Humor / Satire
0.90
Toronto_General6
Jan 27, 2026
Dude on the bike was too fucking funny!
Dude on the bike was too fucking funny!
Casual comment expressing amusement about someone in the video, using humor to respond to content.
Humor / Satire
0.90
TheAlienOwl007
Jan 27, 2026
We are so scared of Canada… that was a Joke???????
We are so scared of Canada… that was a Joke???????
Uses sarcasm and irony to mock the idea that Canada poses a threat to the US, marked by the explicit 'that was a Joke' clarification.
Humor / Satire
0.90
@xJNYC
Mar 4, 2025
Guy that looks like he pays no taxes, is claiming that others pay no taxes... lol!
Guy that looks like he pays no taxes, is claiming that others pay no taxes... lol!
Uses ironic humor and sarcasm to mock a video subject's credibility by pointing out hypocrisy ('lol!').
Humor / Satire
0.90
ReXox35
Sep 19, 2025
Buddy was spittin 🤣🤣
Buddy was spittin 🤣🤣
Casual expression of approval using slang and emojis, indicating the commenter found the content entertaining or well-delivered.
Humor / Satire
0.90
umbriels
Jan 27, 2026
Send Brock Lesnar to negotiate with Trump !!!
Send Brock Lesnar to negotiate with Trump !!!
Absurdist joke suggesting an unlikely negotiator (professional wrestler) to handle diplomatic tensions.
Humor / Satire
0.90
@ashokkurian6884
Mar 4, 2025
Ooh, a whopping $420 tax cut.
Ooh, a whopping $420 tax cut.
Uses sarcasm to mock the inadequacy of a proposed tax cut measure.
GWS-rl4wh
Jan 17, 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
Trump's a clown.
Trump's a clown.
Brief dismissive insult presented as casual commentary, functioning as sarcastic critique rather than substantive argument.
Humor / Satire
0.90
@ras6016
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
Crazy someone mentioned Ryerson like it’s a uni to be proud of😅
Crazy someone mentioned Ryerson like it’s a uni to be proud of😅
Uses sarcasm and emoji to mock the mention of Ryerson as a prestigious institution.
Humor / Satire
0.90
ayumi5430
Jan 27, 2026
"Let me explain your culture to you and how it includes me saar 👳🏾"
"Let me explain your culture to you and how it includes me saar 👳🏾"
Uses sarcasm and a mocking emoji to ridicule someone explaining their own culture, employing ironic commentary.
Humor / Satire
0.90
snorpy
Sep 19, 2025
Funny and sad that people think that we don’t pay any taxes 😂ya bud are you high??
Funny and sad that people think that we don’t pay any taxes 😂ya bud are you high??
Uses sarcasm and humor to mock the claim that immigrants don't pay taxes.
Humor / Satire
0.90
harkeeratsinghsaini4071
Sep 19, 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
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
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
Donald Dumb
Donald Dumb
Brief insulting wordplay ('Donald Dumb') functioning as satirical name-calling.
Humor / Satire
0.90
@elivingpteltd912
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)