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
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Joking/sarcastic comment about Trump's reported interest in purchasing Greenland, extended absurdly to Canada with humorous offers.
Humor / Satire
0.90
@CatBeck-lg7gp
Mar 4, 2025
I love this bicycle guy., stand up comedy 😂
I love this bicycle guy., stand up comedy 😂
Expresses appreciation for the 'bicycle guy' as comedy/entertainment, treating the content as humorous rather than serious commentary.
Humor / Satire
0.90
oscarduh8696
Jan 29, 2026
Mr Trudeau please do not blame the entire tree just blame the one bad Orange
Mr Trudeau please do not blame the entire tree just blame the one bad Orange
Uses sarcastic wordplay ('bad Orange' referring to Trump) to mock the situation with ironic humor.
Humor / Satire
0.90
@jamestyndall529
Mar 4, 2025
I will go next year Noooo next month hahahahahha
I will go next year
Noooo next month hahahahahha
Playful joke about changing travel plans with self-correcting humor ('next year... Noooo next month hahahaha').
Humor / Satire
0.90
luisgutierrez6414
Jan 27, 2026
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
Absurdist joke referencing a historical event (emu war) as satirical commentary on tariff consequences.
Humor / Satire
0.90
@goannaj3243
Mar 4, 2025
Thats sun wukong 😂
Thats sun wukong 😂
Makes a joke referencing an anime character, unrelated to the immigration topic.
Humor / Satire
0.90
Panda_Obey283
Jan 27, 2026
Dude, who would fall for a white guy trying to enter the US? 😂😂😂
Dude, who would fall for a white guy trying to enter the US? 😂😂😂
Uses humor and emojis to make a joking observation about the implausibility of a scenario in the video.
Humor / Satire
0.90
jan4802
Feb 17, 2026
The SHART of the deal… thanks Donald!
The SHART of the deal… thanks Donald!
Uses wordplay (SHART/SMART) to mock Trump through sarcasm and crude humor.
Humor / Satire
0.90
@Spikey-Mikey
Mar 4, 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
lmaooo the guy on the bike gotta be a paid actor
lmaooo the guy on the bike gotta be a paid actor
Jokingly suggests a video participant is a paid actor, using sarcasm to comment on the video's authenticity.
nicholasbui4197
Jan 29, 2026
Governor Trudeau?
Governor Trudeau?
Sarcastically misidentifies Trudeau's title as 'Governor' rather than Prime Minister, using ironic wordplay as commentary.
Humor / Satire
0.90
@MrChintan01
Mar 4, 2025
I so want to be an ostrich right now
I so want to be an ostrich right now
Metaphorical expression using ostrich imagery to satirically comment on avoidance or denial of current events.
Humor / Satire
0.90
@MarianaMartinez-i4q
Mar 4, 2025
How can you tell when Justin Trudeau is lying his lips are moving?
How can you tell when Justin Trudeau is lying his lips are moving?
Classic joke format attacking Trudeau's credibility through sarcasm and wordplay.
Humor / Satire
0.90
@donaldyanson8144
Mar 4, 2025
Trump is doing a great job, so Putin should elect him as employee of the month !!
Trump is doing a great job, so Putin should elect him as employee of the month !!
Sarcastic joke implying Trump is Putin's puppet by suggesting Putin should reward him as 'employee of the month.'
Humor / Satire
0.90
@hectorli9707
Mar 4, 2025
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
A sarcastic joke about mispronunciation and a pun on 'Tim Hortons,' using wordplay to mock the video content.
CanadiansInCarsGettingCocky
Jan 29, 2026
The Dude on the bike... 🤣🤣🤣🤣
The Dude on the bike... 🤣🤣🤣🤣
Laughing emoji reaction to a specific moment in the video, expressing amusement without substantive argument.
Humor / Satire
0.90
theboiballincollig
Feb 24, 2026
lol sry guys im not leaving haha (sorry for my english)
lol sry guys im not leaving haha (sorry for my english)
Uses joking tone and self-deprecating humor about language to make a lighthearted statement about staying in Canada.
Humor / Satire
0.90
Chadaface
Jan 22, 2026
FAFO.....Missy......?
FAFO.....Missy......?
Cryptic acronym 'FAFO' (Find Out For Yourself) used sarcastically; minimal substantive content, primarily comedic tone.
Humor / Satire
0.90
@johnjoseph7834
Mar 4, 2025
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
Laughing reaction to a video moment, using emojis to express amusement at a specific exchange.
Humor / Satire
0.90
winistan
Jan 27, 2026
Oh no, Im shaking in my condom.
Oh no, Im shaking in my condom.
Commenter uses crude humor and sarcasm to mock the threat level of Trump's tariff threats, dismissing them as ineffective.
Humor / Satire
0.90
@sweetooth133
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)