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
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Absurdist joke making a humorous reference to a product brand in relation to the video content.
Humor / Satire
0.90
scrawford9
Jan 27, 2026
As per the result of the Four Nations Faceoff Championship game, the US is hereby to be known as the 11th province of Canada. So how could a province impose tariffs on its own country …
As per the result of the Four Nations Faceoff Championship game, the US is hereby to be known as the 11th province of Canada. So how could a province impose tariffs on its own country ?
Uses ironic/satirical framing by jokingly declaring the US the 11th province of Canada to mock tariff logic.
Humor / Satire
0.90
@jeffvillapiano541
Mar 4, 2025
Meat eaters complaining about vegetarians
Meat eaters complaining about vegetarians
Uses ironic comparison (meat eaters vs. vegetarians) as satirical commentary on the immigration debate.
Humor / Satire
0.90
gatbos
Sep 21, 2025
Its called Tmigrants not tim hortons
Its called Tmigrants not tim hortons
A wordplay joke replacing 'Tim Hortons' with 'Tmigrants,' using sarcasm to comment on immigration discourse.
Humor / Satire
0.90
Beanssantana
Feb 14, 2026
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
Sarcastic commentary on video content focusing on trivial detail (flip-flops) as if it were serious.
Humor / Satire
0.90
amitojsingh2010
Jan 27, 2026
the zoom in on the toes was diabolical 😭🙏🙏
the zoom in on the toes was diabolical 😭🙏🙏
Joking commentary about a specific moment in the video (zoom on toes) using humorous language and emojis.
ahmerfaisal4325
Feb 8, 2026
0:02 is that from the movie 🤣
0:02 is that from the movie 🤣
Brief joke about video content, questioning whether footage is from a movie rather than real footage.
brandonsaga3479
Feb 9, 2026
Donald Trump? A very smart guy? That’s fucking hilarious.
Donald Trump? A very smart guy? That’s fucking hilarious.
Uses sarcasm and dismissive humor to mock the characterization of Trump as intelligent.
Humor / Satire
0.90
@HUGEbanks
Mar 4, 2025
Sir with the bike this is a Wendy's
Sir with the bike this is a Wendy's
Absurdist joke referencing the 'Sir, this is a Wendy's' meme, likely mocking the tone or content of another commenter.
AngelRodriguez-l7n
Feb 14, 2026
My fatigue has fatigue
My fatigue has fatigue
Uses absurdist humor to express exhaustion about the immigration debate.
Humor / Satire
0.90
canadaeh-ni7hh
Feb 18, 2026
WHAT A JOKE!
WHAT A JOKE!
Brief dismissive exclamation using humor/sarcasm to express disapproval of immigration policy or statistics presented.
Humor / Satire
0.90
The_Travelling_Tradesman
Jan 1, 2026
Aaabharrrr gareattt 5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of the univaarassrse saaaaar Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee …
Aaabharrrr gareattt
5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of
the univaarassrse saaaaar
Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee 2gb ram
Mocking parody of stereotypical Indian cultural/religious claims using exaggerated phonetics and absurdist humor to ridicule.
Humor / Satire
0.90
ijparekh2203
Feb 8, 2026
Looks it’s the governor of the 51st state!!! ??
Looks it’s the governor of the 51st state!!! ??
Uses sarcastic joke framing Canada as the '51st state' to mock Canadian subordination to American interests.
@AmericaFirst1981
Mar 4, 2025
They asked dude about Indian immigrants in Canada he started talking about Africans😂😂😂😂
They asked dude about Indian immigrants in Canada he started talking about Africans😂😂😂😂
Jokes about a speaker's apparent confusion or off-topic response during the video discussion.
apostleobi
Feb 28, 2026
An empty shirt speaking to an empty skull. Bravo. Polite? LMAO
An empty shirt speaking to an empty skull. Bravo. Polite? LMAO
Sarcastic, dismissive commentary about the speakers using metaphorical language and ironic tone.
@vibemaestro
Mar 4, 2025
LMAO at the close up at the flip flops
LMAO at the close up at the flip flops
Laughing at a visual detail (flip-flops) in the video; lighthearted humor about video content.
Humor / Satire
0.89
ramboram03
Jan 27, 2026
From Washington state, please adopt us.
From Washington state, please adopt us.
Jokingly requests Canadian adoption, using humorous exaggeration to express dissatisfaction with U.S. leadership.
@andypeiffer5
Mar 4, 2025
The only thing “blistering” that Trudeau ever had……required antibiotics.
The only thing “blistering” that Trudeau ever had……required antibiotics.
Uses crude sexual innuendo and sarcasm to mock Trudeau, employing ironic commentary rather than substantive critique.
Humor / Satire
0.89
@TheSgtShade
Mar 4, 2025
I hadn't heard of Darth Carney's rep for not suffering fools. That explains why he has no mirrors in his houses. I always assumed it was a vampire thing.
I hadn't heard of Darth Carney's rep for not suffering fools. That explains why he has no mirrors in his houses. I always assumed it was a vampire thing.
Uses sarcasm and jokes (vampire reference, 'Darth Carney') to mock a political figure rather than engage substantively.
Humor / Satire
0.89
larrykoch9090
Feb 27, 2026
hilarious to see you in Brampton You shoulda came to Hamilton LMFAO
hilarious to see you in Brampton
You shoulda came to Hamilton LMFAO
Joking comment about the video being filmed in Brampton with humorous suggestion about Hamilton, using local references for comedic effect.
Humor / Satire
0.89
reevesanthony8452
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)