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
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Sarcastic joke implying the creator visited an Indian neighborhood to experience Indian culture without traveling, using humor to critique the video's premise.
Humor / Satire
0.88
darlenemarietroise
Jan 27, 2026
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Joking commentary about a specific moment in the video using Batman reference and laughing emoji.
justyouraveragehonky
Jan 27, 2026
26:36 I love this lady. You bubble what 😂😂😂😂 2 pounds for grapes 😮😱😭😭😭☠️
26:36 I love this lady. You bubble what 😂😂😂😂
2 pounds for grapes 😮😱😭😭😭☠️
Humorous reaction to video content with laughing emojis and exaggerated shock at prices.
kinggstergaming4136
Sep 11, 2025
Next time a Canadian complains about their leader, let’s trade, we will even throw in Florida as a bonus.
Next time a Canadian complains about their leader, let’s trade, we will even throw in Florida as a bonus.
Uses sarcastic humor to joke about trading leaders and offering Florida as compensation.
Humor / Satire
0.88
@tadams4770
Mar 4, 2025
Canada, the greatest country on Earth?! LOLOLOLOLOL
Canada, the greatest country on Earth?! LOLOLOLOLOL
Uses sarcastic laughter and ironic tone to mock Canada's national reputation, implying skepticism about the country's status.
artby1285
Feb 18, 2026
😂 when the car started beeping I thought it was his voice
😂 when the car started beeping I thought it was his voice
Joking observation about a sound in the video, using humor rather than substantive commentary.
Humor / Satire
0.88
technocrologist
Jan 28, 2026
Call Trump😂
Call Trump😂
Joking reference to Trump as solution, using humor to express political sentiment about immigration.
Humor / Satire
0.88
Old_School_Country
Jan 27, 2026
I find it funny that immigrants, are complaining about other immigrants 😂.
I find it funny that immigrants, are complaining about other immigrants 😂.
Ironic observation using humor about the contradiction of immigrants complaining about other immigrants.
Humor / Satire
0.88
antwangordon6918
Oct 24, 2025
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
Uses ironic commentary pointing out the hypocrisy of someone complaining about neighbors' behavior while engaging in similar conduct.
Humor / Satire
0.88
JakeJ.-yi1du
Sep 19, 2025
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
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
Imagine how us natives feel haha
Imagine how us natives feel haha
Ironic commentary using humor to highlight Indigenous perspective on settler immigration complaints.
StewartYatchotay-ur8qh
Sep 10, 2025
The “Big things” and “you’re a very smart guy “ energy is wild ??
The “Big things” and “you’re a very smart guy “ energy is wild ??
Uses sarcasm and mocking tone to critique a political figure's rhetorical style and communication patterns.
@k.i.a4579
Mar 4, 2025
Dump is NOT a smart man! If his IQ breaks 110 I'll eat my hat! But he won't take an IQ test, will he? Because he can't read!
Dump is NOT a smart man! If his IQ breaks 110 I'll eat my hat! But he won't take an IQ test, will he? Because he can't read!
Sarcastic insult of Trump's intelligence using exaggerated claims and humorous hyperbole about IQ and literacy.
Humor / Satire
0.88
@LtJackboot
Mar 4, 2025
"Oh how dare they give free food to homeless people"
"Oh how dare they give free food to homeless people"
Sarcastic mock-outrage about humanitarian aid, using irony to critique perceived opposition to helping vulnerable populations.
Humor / Satire
0.88
AshishSingh-fn6me
Nov 4, 2025
15:23 bro is that a fkn tuktuk in canada they really did fucking assimilate😂
15:23 bro is that a fkn tuktuk in canada they really did fucking assimilate😂
Uses ironic humor and profanity to joke about cultural assimilation and the presence of a tuk-tuk in Canada.
Humor / Satire
0.88
-Sloth--
Jan 27, 2026
2:48 😂😂😂😂 this guy Edit: I'm from Southern Africa, still found dude hella funny 😁😂
2:48 😂😂😂😂 this guy
Edit: I'm from Southern Africa, still found dude hella funny 😁😂
Expresses amusement at video content with a personal note about finding it funny across cultural contexts.
WillanKhatter-l2m2b
Feb 17, 2026
Dude on a bike is 4chan incarnate lmao
Dude on a bike is 4chan incarnate lmao
Joking comparison of a video participant to 4chan culture, using humor to critique the person's online persona.
chriswade9616
Feb 26, 2026
This dude definitely smacks his own ass during sex
This dude definitely smacks his own ass during sex
Makes a crude, absurdist joke unrelated to the video content, using sexual humor for comedic effect.
Humor / Satire
0.88
@DuranJM
Mar 4, 2025
I thought I was sightseeing India!😂
I thought I was sightseeing India!😂
Uses joking tone with emoji to sarcastically comment on the video's content or setting.
Humor / Satire
0.88
marthadaffue3430
Feb 24, 2026
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)