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
5:26 What a brave man 😂
5:26 What a brave man 😂
Sarcastic comment with emoji mocking someone in the video as 'brave,' using irony to critique their position.
Humor / Satire
0.88
vincenttop10
Mar 1, 2026
Why he say _Hanuman_ like Ryu from Street Fighter? 😂
Why he say _Hanuman_ like Ryu from Street Fighter? 😂
A lighthearted joke about pronunciation, comparing someone's speech pattern to a video game character with a laughing emoji.
Humor / Satire
0.88
trizzy2109
Jan 29, 2026
Donald..just donald..hahaha.\nDonald.. now you listen..
Donald..just donald..hahaha.\nDonald.. now you listen..
Playful, repetitive mockery of Trump's speaking style using exaggerated dialogue and laughter.
Humor / Satire
0.88
@mustapakamalmohamedkassim3336
Mar 4, 2025
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Uses exaggerated stereotypical speech patterns and absurd claims (e.g., 'we love ur women') as satirical mockery of Indian immigrants.
KillerCorvo
Jan 28, 2026
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Uses dismissive slang and emojis in a sarcastic tone, mocking opposing viewpoints without substantive argument.
Humor / Satire
0.88
abhishekmahanta1112
Jan 28, 2026
You can’t lie, Indian food is amazing
You can’t lie, Indian food is amazing
A lighthearted, off-topic comment praising Indian food, using casual humor to engage with the discussion.
Humor / Satire
0.88
jayb289
Jan 27, 2026
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
calling America is the greatest country of the world is kinda funny.. lol
calling America is the greatest country of the world is kinda funny.. lol
Sarcastic commentary mocking American exceptionalism claims, using ironic tone and laughter indicators.
AshurLive
Jan 28, 2026
Ohhh dhoti international bejati🤣🤣🤣
Ohhh dhoti international bejati🤣🤣🤣
Uses stereotypical language and emoji to mock Indian cultural dress and identity in a joking manner.
Humor / Satire
0.88
Rabitmg1
Jan 28, 2026
Canada traded their guns for punjabis 😂😢
Canada traded their guns for punjabis 😂😢
Satirical joke about Canada trading guns for Punjabi immigrants, using humor to express demographic anxiety.
terrenlee4616
Jan 27, 2026
that statue looked like mr bean lol
that statue looked like mr bean lol
Joking observation comparing a statue to a celebrity, using humor to comment on the video content.
Humor / Satire
0.88
clare8932
Jan 27, 2026
Canada is such a friendly place even their racists are polite
Canada is such a friendly place even their racists are polite
Ironic commentary on Canadian politeness juxtaposed with racist sentiment in the thread.
WrinkledPugoda
Jan 29, 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
" A whole new wooorlddddd!"
" A whole new wooorlddddd!"
Disney song reference used sarcastically to comment on the video's content, employing ironic humor.
Humor / Satire
0.88
highthai7
Jan 28, 2026
Bike guy: low tier whyte Doesn't a good job or money > says Africans are l0w 1Q looooooooooooool. The audacity.
Bike guy:
low tier whyte
Doesn't a good job or money
> says Africans are l0w 1Q
looooooooooooool. The audacity.
Mocks a person in the video for making racist claims while having low socioeconomic status.
notyourtypicalfarah7194
Jan 28, 2026
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
"Im from Portugal. Lisbon. . . Abrigardo." Hahahaha brilliant 14:18
"Im from Portugal. Lisbon. . . Abrigardo." Hahahaha brilliant 14:18
Laughing at a specific moment in the video, finding humor in a speaker's accent or pronunciation.
royalchamp5039
Jan 27, 2026
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
Uses humorous observation about clothing differences to make a lighthearted comment about Canadian citizenship eligibility.
Humor / Satire
0.88
mitchel90mcnee
Jan 28, 2026
0:08 Poon-Job 😂 I can’t..
0:08 Poon-Job 😂 I can’t..
Laughing at a perceived mispronunciation or wordplay in the video, using humor to comment on content.
Humor / Satire
0.88
Otto-mq8lg
Feb 16, 2026
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Uses sarcasm and ironic commentary ('Derp') to mock the idea that immigration from certain regions would produce scammers.
EasyThere
Sep 29, 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)