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 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
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
Where are the pest specialists when you need them?!
Where are the pest specialists when you need them?!
Uses dehumanizing metaphor ('pest specialists') as dark humor/satire about immigrants.
Humor / Satire
0.90
mmm-3737
Jan 27, 2026
2:33 homie, be colder than a motherfucker 😂
2:33 homie, be colder than a motherfucker 😂
Casual joke with laughing emoji reacting to a moment in the video with no substantive immigration commentary.
Humor / Satire
0.90
Jeeppeeps
Jan 28, 2026
Truedu saying will do shit is pretty funny though ?
Truedu saying will do shit is pretty funny though ?
Sarcastic commentary mocking Trudeau's effectiveness, using humor to critique.
Humor / Satire
0.90
@shamsh09
Mar 4, 2025
Just give us Alberta! We'll take great care of it 😘
Just give us Alberta! We'll take great care of it 😘
Uses ironic humor with a kiss emoji to make a joking claim about taking over a Canadian province.
Humor / Satire
0.90
AmericanImperialism
Jan 28, 2026
I made a huge United States of America this morning, it stank it was awful, I had to flush twice to clear everything.
I made a huge United States of America this morning, it stank it was awful, I had to flush twice to clear everything.
Crude scatological joke using bathroom humor as satire, unrelated to substantive policy discussion.
Humor / Satire
0.90
@glmchn
Mar 4, 2025
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
Oh yah, they are all working at the 711 and other gas stations 😂
Oh yah, they are all working at the 711 and other gas stations 😂
Comment uses sarcasm and stereotyping (711/gas station workers) as ironic commentary on immigrant employment.
Humor / Satire
0.90
GashoguMuturi-g8z
Jan 28, 2026
I can smell this video
I can smell this video
Brief sensory joke/sarcastic comment about the video content, using humor to make an implicit critique.
Humor / Satire
0.90
DanC800
Jan 27, 2026
My fatigue has fatigue
My fatigue has fatigue
Absurdist joke expressing exhaustion through recursive wordplay, unrelated to immigration policy substantively.
Humor / Satire
0.90
ManosphereVinylII
Jan 28, 2026
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Sarcastic joke comparing Indian smugglers to more dangerous criminal types, using emojis to signal comedic intent.
Humor / Satire
0.90
Mr.spicy1200
Mar 2, 2026
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
Mocking parody of immigration requests using stereotypical phrasing and tone.
Humor / Satire
0.90
tjblackmore7863
Jan 28, 2026
0:34 we found who pooped on the bus
0:34 we found who pooped on the bus
Comment makes a crude joke referencing a video moment, using humor to mock someone.
Humor / Satire
0.90
IM-vi6je
Jan 28, 2026
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Uses absurdist scatological humor to mock or satirize Indian immigration discourse.
Humor / Satire
0.90
ChronicalFactoryX
Jan 27, 2026
The real crime here is wearing a Yankees hat in Canada.
The real crime here is wearing a Yankees hat in Canada.
Joking comment that deflects from immigration topic by sarcastically criticizing a fashion choice visible in the video.
Humor / Satire
0.90
DEEZERNUTZER
Jan 28, 2026
Thank you for calling Apple tech support
Thank you for calling Apple tech support
Makes a sarcastic joke about the video being tech support spam, likely referencing common YouTube comment stereotypes.
BK-pt4vy
Jan 28, 2026
Hhh greatest country on earth good one buddy
Hhh greatest country on earth good one buddy
Sarcastic dismissal of Canada as 'greatest country on earth,' using irony to critique the nation.
Humor / Satire
0.90
ghaithgh7729
Feb 26, 2026
Bro that guy on the bike was nuclear 😂😂
Bro that guy on the bike was nuclear 😂😂
Casual slang comment praising someone in the video using exaggerated language and emojis.
MrCareNot
Jan 28, 2026
Welcome to Canindia!!!!
Welcome to Canindia!!!!
Sarcastic portmanteau 'Canindia' mocking Canada's demographic composition through wordplay and irony.
Humor / Satire
0.90
blablah159
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)