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
guy worried about chat, yet little does he know hes been recorded for millions of people XD
guy worried about chat, yet little does he know hes been recorded for millions of people XD
Ironic joke about someone being unaware they're being recorded for a large audience, using casual humor and emoticon.
Humor / Satire
0.92
HappySmilingDog-d7u
Jan 27, 2026
4:49 LMFAO "We dont feel any racism here" "I'm as racist as the next guy"
4:49 LMFAO
"We dont feel any racism here"
"I'm as racist as the next guy"
Highlights an ironic contradiction in the video through laughter, pointing out the absurdity of the statement.
Humor / Satire
0.92
fapperino-ql4zu
Jan 27, 2026
Pajit 😂😂 0:45
Pajit 😂😂 0:45
Laughing emoji and reference to a specific timestamp suggests mocking or joking about content in the video.
Humor / Satire
0.92
Abrahim-y
Feb 3, 2026
Bahahahaha. Dude. Stop.
Bahahahaha. Dude. Stop.
Dismissive laughter and sarcasm expressing skepticism or mockery of the preceding content.
Humor / Satire
0.92
@AdamHolmes-k5x
Mar 4, 2025
Bro, I was just sitting here eating my cereal & looking for something good to watch & now I'M catching strays?! Wtf.. the video isnt even ABOUT US 😂
Bro, I was just sitting here eating my cereal & looking for something good to watch & now I'M catching strays?! Wtf.. the video isnt even ABOUT US 😂
Uses ironic humor and sarcasm ('catching strays') to comment on being unexpectedly included in a video not about their group.
m.nikkie946
Jan 27, 2026
2:22 fruedian slip 😂😂😂
2:22 fruedian slip 😂😂😂
Commenter jokes about a Freudian slip at a specific timestamp in the video, using humor to comment on the video content itself.
Humor / Satire
0.92
oldmanyoung7892
Feb 24, 2026
Bike guy 😮😮😂😂😂 so offensive he's hilarious 😆
Bike guy 😮😮😂😂😂 so offensive he's hilarious 😆
References 'Bike guy' with laughing emojis, treating offensive content as comedic entertainment.
claire5752
Jan 27, 2026
taking business calls he said LUL
taking business calls he said LUL
Mocking comment about video content, using internet slang 'LUL' to express amusement at a specific moment.
Humor / Satire
0.92
canfran8788
Jan 29, 2026
Anyone from the UK caught watching this will be reported to the internet police
Anyone from the UK caught watching this will be reported to the internet police
Absurdist joke about UK internet policing, using ironic exaggeration for comedic effect.
Humor / Satire
0.92
RedesCat
Jan 28, 2026
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Uses ironic humor to mock someone's indiscriminate prejudice as a form of comedic commentary.
Humor / Satire
0.92
yomikez
Feb 28, 2026
In India not everybody know where the Bombay is, but Everybody knows where the Brampton is 😁
In India not everybody know where the Bombay is, but Everybody knows where the Brampton is 😁
Joking observation about Brampton's prominence in Indian awareness, using ironic humor about immigration patterns.
Humor / Satire
0.92
januszg7944
Sep 19, 2025
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
Presents a joking observation about racial demographics in a workplace using humor and casual tone.
Humor / Satire
0.92
JerudeSandstorm
Jan 27, 2026
Bro had to leave that raggedy blue jacket at home bc Canada’s so cold 😂 brought that good north face
Bro had to leave that raggedy blue jacket at home bc Canada’s so cold 😂 brought that good north face
Lighthearted joke about Canadian weather and clothing choices, using emoji and casual comedic tone.
Humor / Satire
0.92
yvy1
Jan 28, 2026
bruh i’m dying
bruh i’m dying
Casual, non-substantive expression of amusement using internet slang ('bruh i'm dying').
Humor / Satire
0.92
bleu_bird
Jan 27, 2026
“High skilled” 😂
“High skilled” 😂
Sarcastic emoji-based commentary mocking the term 'high skilled' in immigration context.
Humor / Satire
0.92
JohnnyRocket76
Jul 13, 2025
I vote for Justin Trudeau for American President?
I vote for Justin Trudeau for American President?
Commenter makes a joking, absurdist suggestion that a Canadian PM should be American President, using ironic humor.
Humor / Satire
0.92
@ginade444
Mar 4, 2025
4:49 "we don't feel any racism here" *1 sec later* "I'm as racist as the next guy" 😂
4:49 "we don't feel any racism here"
*1 sec later*
"I'm as racist as the next guy" 😂
Ironic commentary highlighting a contradiction in the video through comedic juxtaposition and emoji use.
Humor / Satire
0.92
ravensfan777
Jan 27, 2026
Tyler, you were freezing in the video hahahah so colddddd
Tyler, you were freezing in the video hahahah so colddddd
Humorous observation about someone appearing cold in the video, using playful language and laughter.
Humor / Satire
0.92
renataferreira8829
Feb 16, 2026
Why did that leopard eat MY face?!?!
Why did that leopard eat MY face?!?!
Uses the 'leopards eating faces' meme format as ironic commentary on political consequences.
Humor / Satire
0.92
@stevep2448
Mar 5, 2025
dude on the bike was hilarious 😂😂
dude on the bike was hilarious 😂😂
Brief comment expressing amusement at a specific moment in the video using emoji and casual language.
Humor / Satire
0.92
YourPalLex
Jan 28, 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)