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
Poon job? 😂
Poon job? 😂
Brief humorous response, likely mocking or joking about a previous comment or video content.
Humor / Satire
0.90
lsdiesel8025
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
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
Putin has a lot of fertilizer, it will be good enough for the US. :D
Putin has a lot of fertilizer, it will be good enough for the US. :D
Uses dark humor and sarcasm (fertilizer reference) to mock Trump and the US situation.
Humor / Satire
0.90
@bslay4r
Mar 4, 2025
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Canada, you should build a wall, before Americans become the next generation of illegal immigrants, as climate, politics and their economy makes their country inhospitable… just joking of course… or not?
Uses ironic joking about building a wall and American climate/economic crisis, with explicit acknowledgment of sarcasm.
@CelineRelecom
Mar 4, 2025
The Dude on the bike... 🤣🤣🤣🤣
The Dude on the bike... 🤣🤣🤣🤣
Laughing emoji reaction to a specific moment in the video, expressing amusement without substantive argument.
Humor / Satire
0.90
theboiballincollig
Feb 24, 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
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
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
„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
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
Perhaps Justin’s finest moment? Right up there with his effective response to Covid.
Perhaps Justin’s finest moment? Right up there with his effective response to Covid.
Uses heavy sarcasm to mock Trudeau's leadership by sarcastically calling a moment his 'finest' while referencing his COVID response negatively.
Humor / Satire
0.90
@danrubin3936
Mar 4, 2025
China: First Time?
China: First Time?
Ironic meme-style comment comparing Canada's situation to China's, using humor to make a comparative point.
@RuohongZhao
Mar 4, 2025
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
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
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
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
I think donnie is as smart as a box of shit coated rocks.. bless him .. the old orange tool !!
I think donnie is as smart as a box of shit coated rocks.. bless him .. the old orange tool !!
Insulting commentary delivered through crude humor and sarcasm rather than substantive argument.
Humor / Satire
0.90
@JimTimber
Mar 4, 2025
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
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)