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
You DOXED THE SMUGGLER 😅😭💀
You DOXED THE SMUGGLER 😅😭💀
Humorous reaction using emojis and exaggeration about the video's content.
Humor / Satire
0.90
CrackedParty
Jan 28, 2026
It's so hard to understand him with his points presented in concise short sentences, him staying on one topic at a time, and him presenting i all in an organized and sequential manner.?
It's so hard to understand him with his points presented in concise short sentences, him staying on one topic at a time, and him presenting i all in an organized and sequential manner.?
Sarcastic criticism of the speaker's presentation style, ironically praising clarity while implying the opposite.
@leocatz
Mar 4, 2025
Donald duck. Not president
Donald duck. Not president
Uses wordplay ('Donald duck' instead of 'Donald Trump') as satirical mockery of political leadership.
Humor / Satire
0.90
@yomellamo6060
Mar 4, 2025
From Québec 🤣🤣🤣🤣🤣🤣🤣
From Québec
🤣🤣🤣🤣🤣🤣🤣
Uses laughing emojis to express amusement, likely at the video content or situation discussed.
Humor / Satire
0.90
fecteauanthony457
Oct 9, 2025
Floop is a madman, help us, save us!
Floop is a madman, help us, save us!
References a movie quote (Cloudy with a Chance of Meatballs) as absurdist humor unrelated to immigration substance.
Humor / Satire
0.90
vontothemax
Jan 28, 2026
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears.
Ahem, sorry in American that's a ... beanie
Light-hearted joke about Canadian winter gear (toque/beanie) with playful tone and self-aware apology for cultural reference.
Humor / Satire
0.90
WideTrashAttack
Jan 28, 2026
I felt sikh after watching this video
I felt sikh after watching this video
Pun-based joke playing on 'Sikh' pronunciation and 'sick' slang, demonstrating wordplay humor.
Humor / Satire
0.90
MS-dl5rf
Jan 28, 2026
"Bye I block you" 😂😂
"Bye I block you"
😂😂
Humorous reaction to a video moment, using laughter emojis to express amusement.
Humor / Satire
0.90
FullMoon788
Jan 28, 2026
im flabbergasted...😂😂😂😂
im flabbergasted...😂😂😂😂
Expresses amusement through laughter emojis without substantive argument, indicating comedic reaction to video content.
Humor / Satire
0.90
3AMRNB
Jan 28, 2026
Trump childish actions making Trudeau sounds like a actual grown up politican lmao
Trump childish actions making Trudeau sounds like a actual grown up politican lmao
Sarcastic comparison of Trump and Trudeau using ironic tone ('lmao') to critique Trump's behavior.
@Fireflyric1199
Mar 4, 2025
Oh no, Im shaking in my condom.
Oh no, Im shaking in my condom.
Commenter uses crude humor and sarcasm to mock the threat level of Trump's tariff threats, dismissing them as ineffective.
Humor / Satire
0.90
@sweetooth133
Mar 4, 2025
Womp womp ?
Womp womp ?
Dismissive sound effect expressing mockery or sarcasm in response to the video content.
Humor / Satire
0.90
@cooperfell34
Mar 4, 2025
DONALD DUMP
DONALD DUMP
Derogatory wordplay ('DONALD DUMP') is a sarcastic insult presented as humorous commentary.
Humor / Satire
0.90
@harpcht8487
Mar 4, 2025
ABSENT MINDED AND CLUELESS IS WHAT IT SHOULD SAY!!!😂😂😂😂
ABSENT MINDED AND CLUELESS IS WHAT IT SHOULD SAY!!!😂😂😂😂
Uses joking tone with emojis to mock political figures or policies in a sarcastic manner.
Humor / Satire
0.90
LarryKarl-b8u
Feb 28, 2026
Voluntary compliance 😂 👏🏼
Voluntary compliance 😂 👏🏼
Uses sarcasm and emojis to mock the concept of 'voluntary compliance' in an ironic manner.
Humor / Satire
0.90
Long.story.longer
Feb 18, 2026
„You‘re a very smart guy“ Oh come on, we all know better!
„You‘re a very smart guy“ Oh come on, we all know better!
Uses sarcasm to mock the characterization of Trudeau as intelligent, implying disagreement through ironic commentary.
Humor / Satire
0.90
@horsthorstens3056
Mar 4, 2025
Is that Bryan Cranston standing behind JT? He might be the one making the fentanyl
Is that Bryan Cranston standing behind JT? He might be the one making the fentanyl
A joking comment comparing someone to Bryan Cranston and making a sarcastic reference to fentanyl production.
Humor / Satire
0.90
@douglascurtin3512
Mar 4, 2025
SAAR, WELCOME TO CANASTAN SAAR
SAAR, WELCOME TO CANASTAN SAAR
Uses stereotypical accent mimicry and the term 'CANASTAN' as satirical commentary on immigration and cultural change.
Humor / Satire
0.90
deeme2628
Jan 27, 2026
lol sry guys im not leaving haha (sorry for my english)
lol sry guys im not leaving haha (sorry for my english)
Uses joking tone and self-deprecating humor about language to make a lighthearted statement about staying in Canada.
Humor / Satire
0.90
Chadaface
Jan 22, 2026
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
Lighthearted joke about severe Canadian weather and visitor resilience, using emoji to signal comedic intent.
Humor / Satire
0.90
thedarkpassenger84
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)