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
So Trump needs to trade Mcdonalds burger with Putin now.
So Trump needs to trade Mcdonalds burger with Putin now.
Sarcastic joke comparing Trump to McDonald's and Putin in a mocking tone.
Humor / Satire
0.90
@ray-antraya4880
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
I only disagree with 4 words : “ … you are very smart …”
I only disagree with 4 words : “ … you are very smart …”
Sarcastic critique of a statement, implying disagreement through ironic understatement.
Humor / Satire
0.90
@tna64480
Mar 4, 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
It's been 3 years and Putin still hasn't managed to conquer Ukraine, but the Tsar of all the Russias only needed 3 weeks to take the United States of America--and without losing a single soldier.
It's been 3 years and Putin still hasn't managed to conquer Ukraine, but the Tsar of all the Russias only needed 3 weeks to take the United States of America--and without losing a single soldier.
Uses ironic comparison between Putin's military struggles and Trump's political takeover as dark satire.
Humor / Satire
0.90
@nessundorma05
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
Missing? Did the Rapture happen afterall?
Missing? Did the Rapture happen afterall?
Uses religious humor and sarcasm to comment on missing people, likely referencing the video's content ironically.
Humor / Satire
0.90
AnnaAnnieAnneofGreenGables
Sep 29, 2025
It's like a bad SciFi Movie would have become reality.
It's like a bad SciFi Movie would have become reality.
Uses ironic comparison to science fiction to comment on current events in a satirical manner.
Humor / Satire
0.90
@qbeee
Mar 4, 2025
Church turned into Temple 😂
Church turned into Temple 😂
Joking observation about religious/cultural space transformation with emoji indicating satirical tone.
africasurprise
Dec 2, 2025
Trudeau: “Donald, how dare you sh1t on my country! That’s my job”
Trudeau: “Donald, how dare you sh1t on my country! That’s my job”
Uses sarcastic humor to mock Trudeau's criticism of Trump, implying Trudeau himself has damaged Canada.
Humor / Satire
0.90
@sturod2016
Mar 5, 2025
Truedoodoo.
Truedoodoo.
Uses a derogatory nickname (Truedoodoo) as mocking wordplay rather than substantive critique.
Humor / Satire
0.90
@rickworkman4608
Mar 4, 2025
Trudeau: “I can’t believe you’ve done this” \nAlso Trudeau: “I’m going to do it too”
Trudeau: “I can’t believe you’ve done this” \nAlso Trudeau: “I’m going to do it too”
Sarcastic dialogue format mocking Trudeau's hypocrisy through ironic juxtaposition of statements.
Humor / Satire
0.90
@boogaloo20
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
MAKE AMERICA GREAT BRITAIN AGAIN !?
MAKE AMERICA GREAT BRITAIN AGAIN !?
Satirical play on Trump's 'Make America Great Again' slogan applied to Britain, using ironic wordplay for comedic effect.
Humor / Satire
0.90
@mike123777ify
Mar 4, 2025
Just put a mask over this guy's face .and yake him to Starbucks
Just put a mask over this guy's face .and yake him to Starbucks
Uses absurdist humor and sarcasm (masking someone and taking them to Starbucks) to mock a political figure.
Humor / Satire
0.90
@wha530
Mar 4, 2025
Guy on the bike is my hero.😂😂😂
Guy on the bike is my hero.😂😂😂
Brief comedic comment praising someone in the video with laughing emojis, likely referencing a humorous moment.
Humor / Satire
0.90
jamiejohnson3345
Mar 2, 2026
Make Brampton great again 😂😂😂
Make Brampton great again 😂😂😂
Sarcastic reference to 'Make America Great Again' slogan applied to Brampton, using emojis to signal ironic commentary.
Humor / Satire
0.90
Toronto_General6
Jan 27, 2026
Is this what it’s like to have a president? I miss when America had one.
Is this what it’s like to have a president? I miss when America had one.
Sarcastic commentary questioning whether the U.S. currently has legitimate presidential leadership.
Humor / Satire
0.90
@thatsedzoonth
Mar 4, 2025
Dude on the bike was too fucking funny!
Dude on the bike was too fucking funny!
Casual comment expressing amusement about someone in the video, using humor to respond to content.
Humor / Satire
0.90
TheAlienOwl007
Jan 27, 2026
Another amazing L for Trump.
Another amazing L for Trump.
Uses casual slang ('L' meaning loss) to mock Trump in a lighthearted, sarcastic manner.
Humor / Satire
0.90
@KevinJamesVideo
Mar 4, 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)