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
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
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
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
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
Putin hasn't been able to take Kiev in 3 years, \nbut managed to take Washington in 5 weeks.
Putin hasn't been able to take Kiev in 3 years,
\nbut managed to take Washington in 5 weeks.
Commenter uses ironic comparison (Putin's military failure vs. political success in US) as satirical commentary on Trump-Putin relationship.
Humor / Satire
0.90
@romeowong84
Mar 4, 2025
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
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
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
Mocking imitation of accent/language, using absurdist humor to stereotype immigrant service workers.
Humor / Satire
0.90
Riickshaw
Jan 27, 2026
No maple syrup for the US? NOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
No maple syrup for the US? NOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
Humorous exaggerated reaction to potential trade restrictions on maple syrup, using comedic hyperbole and extended exclamation marks for satirical effect.
Humor / Satire
0.90
@A_Dornan_1776
Mar 4, 2025
Tomorrow Trump will change the name Canada to America Northern Territory.
Tomorrow Trump will change the name Canada to America Northern Territory.
Uses absurdist satire to mock Trump's territorial ambitions toward Canada through exaggerated prediction.
Humor / Satire
0.90
@uchangeng8954
Mar 4, 2025
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Uses absurdist humor (cage match scenario) to satirize political tensions between leaders.
Humor / Satire
0.90
@mrdude5101
Mar 4, 2025
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
Uses humorous exaggeration about citizenship testing and welcomes the person with joking tone and American cultural reference.
TheColdbloodedfox
Jan 28, 2026
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Oda my god!
Now do "inside India's Canadian metropolis"... we will wait😂
Joking suggestion with emoji indicating sarcastic commentary about the video's subject matter.
Humor / Satire
0.90
lucifer-tq4wn
Sep 20, 2025
The poo eating got me. I'm dying over here 💀💀
The poo eating got me. I'm dying over here 💀💀
Humorous reaction to content in the video, using laughter emojis to indicate comedic appreciation.
Humor / Satire
0.90
kevinknight1990
Jan 27, 2026
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
Ironic/sarcastic comment using 'canaduh' spelling and 'LOL' to mock Canadian identity or immigration discourse.
Humor / Satire
0.90
hangthatflagupsidedownplea3049
Sep 19, 2025
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Uses crude satirical humor to mock stereotypes about Indian immigrants and sanitation practices.
Humor / Satire
0.90
Nootropic911
Sep 20, 2025
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50
Indian guy: Acctuly India is better for us
White guy: Why did you come
Indian guy: For better future
xDDDDDD
Uses sarcastic humor to mock the contradiction between an Indian immigrant claiming India is better while having immigrated for a better future.
Humor / Satire
0.90
hassanj1861
Sep 19, 2025
HEY CANADA, can you please invade us? LOL
HEY CANADA, can you please invade us? LOL
Joking request for Canada to invade another country, marked with 'LOL' to signal satirical intent.
Humor / Satire
0.90
@neohelios77
Mar 4, 2025
BOOMING ECONOMY.. Definitely BOOM!
BOOMING ECONOMY.. Definitely BOOM!
Uses sarcastic irony ('BOOMING ECONOMY.. Definitely BOOM!') to mock claims of economic success, employing tone inversion for comedic effect.
Humor / Satire
0.90
AdamCohen069
Sep 19, 2025
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)