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
No more Canadian Bacon ?
No more Canadian Bacon ?
Joking reference to Canadian bacon in context of trade tensions, using wordplay for comedic effect.
Humor / Satire
0.90
@JorgeChicago1
Mar 4, 2025
LOL so intimidating.
LOL so intimidating.
Uses sarcasm ('LOL so intimidating') to mock or dismiss something as not threatening.
Humor / Satire
0.90
@ceeesmack
Mar 4, 2025
Trump: I'll implement 1000000% tariff..... \n\nTrudeau: Dude! Hold my beer!! ???????\n\nThe Brits????????? are with you Canada??
Trump: I'll implement 1000000% tariff..... \n\nTrudeau: Dude! Hold my beer!! ???????\n\nThe Brits????????? are with you Canada??
Uses exaggerated hyperbole and joke format to satirize tariff escalation between Trump and Trudeau.
Humor / Satire
0.90
@ArianOby
Mar 4, 2025
Its called Tmigrants not tim hortons
Its called Tmigrants not tim hortons
A wordplay joke replacing 'Tim Hortons' with 'Tmigrants,' using sarcasm to comment on immigration discourse.
Humor / Satire
0.90
Beanssantana
Feb 14, 2026
SAAR NOOO DO NOT NOTICE ME POOPING IN SNOW NOOOO SAAR
SAAR NOOO DO NOT NOTICE ME POOPING IN SNOW NOOOO SAAR
Mocking satire using exaggerated stereotypes and absurdist humor to ridicule a perceived immigrant behavior.
Humor / Satire
0.90
Randomchannelsurfer6
Jan 27, 2026
23:18 Canadian Kangna Ranaut 😂😂😂
23:18 Canadian Kangna Ranaut 😂😂😂
Joking reference to a video timestamp and comparison to a public figure (Kangna Ranaut), using emojis to indicate comedic intent.
Mr_Z_2507
Aug 25, 2025
Trump, you grumpy old Oompa Loompa
Trump, you grumpy old Oompa Loompa
Mocking insult comparing Trump to an Oompa Loompa character, using humor to criticize.
Humor / Satire
0.90
@jacksongarcia8828
Mar 5, 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
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
Donald Dumb is his new name ??
Donald Dumb is his new name ??
Mocking wordplay on Trump's name ('Donald Dumb') presented as humorous commentary.
Humor / Satire
0.90
@max.Z22
Mar 4, 2025
Governor Trudeau sounds funny…
Governor Trudeau sounds funny…
Humorous comment mocking Trudeau's title as 'Governor' rather than Prime Minister, using ironic wordplay.
Humor / Satire
0.90
@Drkp23
Mar 4, 2025
Justin Castro is Justin time ???
Justin Castro is Justin time ???
Wordplay combining 'Castro' with 'Justin time' as satirical commentary on Trudeau.
Humor / Satire
0.90
@honahwikeepa2115
Mar 4, 2025
My fatigue has fatigue
My fatigue has fatigue
Absurdist joke expressing exhaustion through recursive wordplay, unrelated to immigration policy substantively.
Humor / Satire
0.90
ManosphereVinylII
Jan 28, 2026
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
I can smell this video
I can smell this video
Brief sensory joke/sarcastic comment about the video content, using humor to make an implicit critique.
Humor / Satire
0.90
DanC800
Jan 27, 2026
HAHAHAHAHAHHAAHHAHAA
HAHAHAHAHAHHAAHHAHAA
Laughter-only comment expressing amusement or mockery without substantive content.
Humor / Satire
0.90
@Meowdy2004
Mar 5, 2025
Trumpy Dumpy
Trumpy Dumpy
A dismissive nickname for Trump presented as mocking commentary rather than substantive critique.
Humor / Satire
0.90
@MICHAELANDERSON-pr9wv
Mar 4, 2025
You DOXED THE SMUGGLER 😅😭💀
You DOXED THE SMUGGLER 😅😭💀
Humorous reaction using emojis and exaggeration about the video's content.
Humor / Satire
0.90
CrackedParty
Jan 28, 2026
Can California defect from America and become part of Canada? I want to be Cali-nadian!
Can California defect from America and become part of Canada? I want to be Cali-nadian!
Playful, tongue-in-cheek comment using humor to express preference for Canada over the US through a fictional scenario.
Humor / Satire
0.90
@TheBonyLevi
Mar 4, 2025
This just in Trudeau discovered fentanyl is a bad drug
This just in Trudeau discovered fentanyl is a bad drug
Sarcastic mock-news format mocking the obviousness of a policy position, using irony to critique.
Humor / Satire
0.90
@timchapman5553
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)