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
CRAY CRAY TRUDY ?
CRAY CRAY TRUDY ?
Uses sarcastic nickname and exaggerated tone to mock Trudeau in a humorous manner.
Humor / Satire
0.90
@hermanmunster714
Mar 4, 2025
MAGA indeed, Trump is surely Making America Grumpy Again ?
MAGA indeed, Trump is surely Making America Grumpy Again ?
Wordplay joke mocking Trump's MAGA slogan by reinterpreting it as 'Making America Grumpy Again.'
Humor / Satire
0.90
@destress8942
Mar 4, 2025
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us …
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us in a big mess.
Humorous, tongue-in-cheek warning about Canadian toughness using casual language and ironic tone.
Humor / Satire
0.90
@Mr.TeETH78
Mar 4, 2025
Who needs the kwikimart, I doooooooooo 🎵
Who needs the kwikimart, I doooooooooo 🎵
Reference to Simpsons character/song, using pop culture humor unrelated to substantive immigration discussion.
Humor / Satire
0.90
snappey
Feb 5, 2026
The only thing blistering or blistered was Trudeau's butt.
The only thing blistering or blistered was Trudeau's butt.
Uses crude sarcasm and wordplay to mock Trudeau's response, employing humorous insult rather than substantive argument.
Humor / Satire
0.90
@beavisroadhog9629
Mar 4, 2025
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
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
Uses ironic humor by agreeing with Trudeau except for one specific point, creating a comedic jab at Trump.
Humor / Satire
0.90
@DJ-gc4fk
Mar 4, 2025
Dustbin Throwdo
Dustbin Throwdo
Derisive wordplay on Trudeau's name ('Dustbin Throwdo') using sarcasm and mockery.
Humor / Satire
0.90
@Visionary_Victory11
Mar 4, 2025
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Satirical/absurdist joke about Indian demographic dominance in Canada, using exaggeration for comedic effect.
ShubhamSingh-jk2qz
Feb 14, 2026
Trump it's dump like a rock
Trump it's dump like a rock
Uses wordplay and dismissive humor ('dump like a rock') to mock a political figure.
Humor / Satire
0.90
@massimocrimi5796
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
One word, ice 😂
One word, ice 😂
Single-word joke with laughing emojis, likely mocking or making light of the video content.
Humor / Satire
0.90
Bootzko1738
Feb 14, 2026
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
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
Joker Tradueu ???
Joker Tradueu ???
Brief sarcastic jab at Trudeau using wordplay ('Joker') as humorous criticism.
Humor / Satire
0.90
@ayonsaha3971
Mar 5, 2025
Trump and Trudeau should box ?
Trump and Trudeau should box ?
Makes a joking suggestion about Trump and Trudeau boxing, using absurdist humor unrelated to substantive policy discussion.
Humor / Satire
0.90
@LIFEONMARZZZZZZ
Mar 5, 2025
So that’s where Amber Heards been hiding!
So that’s where Amber Heards been hiding!
Makes a joking reference to celebrity Amber Heard, using sarcasm unrelated to the immigration topic.
Humor / Satire
0.90
@leeh4722
Mar 5, 2025
Damn no more maple syrup ???
Damn no more maple syrup ???
Joking comment about trade consequences using a Canadian cultural symbol (maple syrup) in a lighthearted manner.
Humor / Satire
0.90
@A1ssk
Mar 5, 2025
Make it 10000 billion%. That'll show how ridiculous the whole thing is.
Make it 10000 billion%. That'll show how ridiculous the whole thing is.
Uses exaggerated hyperbole and sarcasm to mock the absurdity of tariff proposals.
Humor / Satire
0.90
@mannedhandle
Mar 5, 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
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)