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
Wet wipe Trudeau and blistering in the same sentence - it can only be lying woketard CNN.
Wet wipe Trudeau and blistering in the same sentence - it can only be lying woketard CNN.
Uses derogatory wordplay and sarcasm to mock Trudeau and criticize media coverage in a satirical tone.
@donniet685
Mar 4, 2025
Canada liked that.
Canada liked that.
Ironic meme-style comment personifying Canada's approval.
Humor / Satire
0.80
@dvchan84
Mar 4, 2025
Love the irony of “Donald is smart”
Love the irony of “Donald is smart”
Ironic commentary pointing out contradiction in a statement about Donald Trump's intelligence.
Humor / Satire
0.80
@kellycachoeira2366
Mar 4, 2025
OH NO!! Trump is probably worried now??
OH NO!! Trump is probably worried now??
Sarcastic, rhetorical question mocking Trump's potential concern about Canadian actions.
Humor / Satire
0.80
@Jefe-qh8kd
Mar 4, 2025
Yes, donald, President Trudeau is speaking to you, clown!!! ??
Yes, donald, President Trudeau is speaking to you, clown!!! ??
Sarcastic jab at Trump using ironic address and name-calling with emojis, employing humor to critique.
Humor / Satire
0.80
@sukikom2259
Mar 4, 2025
This guy suddenly acting as a Best PM in his entire 10 years. A real Joker of Canada
This guy suddenly acting as a Best PM in his entire 10 years. A real Joker of Canada
Uses sarcasm and mockery ('Joker') to criticize the PM's recent policy positioning as inauthentic.
@A.Kumar412
Mar 4, 2025
Donald is just another duck who should be working in disneyworld
Donald is just another duck who should be working in disneyworld
Uses absurdist humor and insult to mock a political figure through satirical comparison.
Humor / Satire
0.80
@bk1931
Mar 4, 2025
EVERYONE THIS IS WHO YOU VOTED FOR THE VISION YOU SEEN WAS TRUMP & MONEY ?? NOW LOOK In my (Fred Sanford voice) You BIG DUMMY!!!!?
EVERYONE THIS IS WHO YOU VOTED FOR THE VISION YOU SEEN WAS TRUMP & MONEY ?? NOW LOOK In my (Fred Sanford voice) You BIG DUMMY!!!!?
Uses comedic voice (Fred Sanford reference) and sarcasm to criticize voters' choices and priorities.
@blackplatinum4248
Mar 4, 2025
LET'S SEE IF THESE AMERICANS WILL STAY WEAK AND HELPLESS WITH THEIR STUPID PRESIDENT HAHAHAHAHAA
LET'S SEE IF THESE AMERICANS WILL STAY WEAK AND HELPLESS WITH THEIR STUPID PRESIDENT HAHAHAHAHAA
Uses sarcastic mockery and all-caps for comedic effect while criticizing American leadership.
@alphacentaurib4416
Mar 4, 2025
From crazy maker Florida.....how lovely to have Trudeau representing your country. I couldn't keep back the tears of pride for you, Canada.
From crazy maker Florida.....how lovely to have Trudeau representing your country. I couldn't keep back the tears of pride for you, Canada.
Uses sarcastic irony ('tears of pride') to mock Trudeau's representation of Canada.
@nancystaub1729
Mar 4, 2025
Refreshing to hear a world leader sound coherent and intelligent. We have an oompa loompa.
Refreshing to hear a world leader sound coherent and intelligent. We have an oompa loompa.
Sarcastic comparison of Canadian and American leaders using derisive language ('oompa loompa') as political commentary.
@Bipedal_Potato
Mar 4, 2025
Everyone go to canada!! Lol
Everyone go to canada!! Lol
Sarcastic invitation to Canada with 'Lol' indicates joking tone, though could also express welcoming sentiment.
@richardsantos2116
Mar 4, 2025
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
Uses sarcasm and ironic reference to Trudeau's past blackface controversy to mock his authority and credibility.
@icouce
Mar 4, 2025
Poor Donald, everyone he wanted to attack just buries him.
Poor Donald, everyone he wanted to attack just buries him.
Mocking commentary using ironic language to criticize the subject's failed attempts to attack others.
Humor / Satire
0.80
@futurama420
Mar 4, 2025
Sorry, smart is something that Donald never was and still not is - idiot has no reading comprehension and thus makes stuff up on a go
Sorry, smart is something that Donald never was and still not is - idiot has no reading comprehension and thus makes stuff up on a go
Uses sarcasm and insult-based humor to mock Trump's intelligence and comprehension abilities.
Humor / Satire
0.80
@blackgenesis7472
Mar 4, 2025
Man, I hate this guy, but he’s right hard to say
Man, I hate this guy, but he’s right hard to say
Uses ironic contradiction ('hate this guy, but he's right') to express reluctant agreement through comedic tension.
Humor / Satire
0.80
@itsjaynguyen
Mar 4, 2025
Goodbye Clowndeau. Don't let the door hit you on the way out.
Goodbye Clowndeau. Don't let the door hit you on the way out.
Uses sarcastic wordplay ('Clowndeau') to mock a political figure with dismissive tone.
@aphrodite7194
Mar 4, 2025
Lol Trudeau is a clown being kicked out by his own party ? didn't he already resign until they choose a new liberal leader ?
Lol Trudeau is a clown being kicked out by his own party ? didn't he already resign until they choose a new liberal leader ?
Sarcastic comment using 'clown' and joking about Trudeau's resignation, with a questioning tone suggesting ironic commentary.
@NacuaMatata
Mar 4, 2025
Hahaha Go President Trump! Leftist can cry all day too. ?
Hahaha Go President Trump! Leftist can cry all day too. ?
Uses humor and sarcasm to mock political opponents while expressing support for Trump.
@MrMe-oj9ms
Mar 4, 2025
Just to let you know it has been barely two month since he came to office \n\nGod it’s gonna be fun 4 years
Just to let you know it has been barely two month since he came to office \n\nGod it’s gonna be fun 4 years
Sarcastically comments on the early stage of a government term with anticipatory humor about future difficulties.
Humor / Satire
0.80
@mehdiazad75
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)