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
Trump people are not from this earth!!
Trump people are not from this earth!!
Hyperbolic, sarcastic statement about Trump supporters using absurdist humor to express alienation and criticism.
@shakazulu-h1i
Mar 4, 2025
Je veut une complications du mec en bike 😂😂😂
Je veut une complications du mec en bike 😂😂😂
French-language comment making a joke with laughing emojis, appears to be humorous commentary on video content.
Humor / Satire
0.75
MrDamatick
Mar 3, 2026
Oh God Bless America's next 3.7 years.
Oh God Bless America's next 3.7 years.
Sarcastic invocation of divine blessing for America's next 3.7 years, implying criticism through ironic tone.
Humor / Satire
0.75
@brownasianity
Mar 4, 2025
Biker guy's not just a racist but a dumb racist
Biker guy's not just a racist but a dumb racist
Uses sarcastic insult combining 'racist' and 'dumb' in a brief, dismissive comment directed at another commenter.
Humor / Satire
0.75
LetThereBeYouTube
Feb 26, 2026
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Uses sarcasm and joking tone to mock hygiene stereotypes while making an ethnic comparison, blending humor with identity-based framing.
izajahmed8863
Feb 17, 2026
So now this girly man grew a pair????? It’s a bit too late buddy. This was not your DESTINY ????
So now this girly man grew a pair????? It’s a bit too late buddy. This was not your DESTINY ????
Sarcastic mockery using gendered insults and ironic language ('grew a pair', 'DESTINY') to criticize a political figure's perceived weakness.
@kooskoos8181
Mar 4, 2025
Yeet the jeets
Yeet the jeets
Slang phrase used as derogatory joke/meme targeting a specific ethnic group; combines satire with identity-based mockery.
thekeytothegate
Aug 26, 2025
Brampton -> Brahmpur, Ottawa - Uttarabad, Vancouver -> Vangakubhir
Brampton -> Brahmpur, Ottawa - Uttarabad, Vancouver -> Vangakubhir
Satirical renaming of Canadian cities with Indian names, mocking demographic changes and cultural transformation through ironic wordplay.
migspedition
Oct 4, 2025
Agree with former post: MAGA =Moscow Agent Governing America
Agree with former post: MAGA =Moscow Agent Governing America
Presents a sarcastic reinterpretation of MAGA as a political attack, blending wordplay with criticism.
@JeroendeWit-i3g
Mar 4, 2025
He sounds like a white parent that's trying to punish there rebellious son ?
He sounds like a white parent that's trying to punish there rebellious son ?
Humorous comparison of Trudeau's demeanor to a parent disciplining a child, using ironic framing.
Humor / Satire
0.75
@matthennessey4430
Mar 4, 2025
Chalice! as they say in Canada.
Chalice! as they say in Canada.
Uses colloquial Canadian slang ('Chalice') in a lighthearted, joking manner about Canadian culture.
Humor / Satire
0.75
@gmicg
Mar 4, 2025
Imagine this grown man not recognizing Trump's sense of humor. Little Justin is as challenged as his mother was.
Imagine this grown man not recognizing Trump's sense of humor. Little Justin is as challenged as his mother was.
Sarcastic mockery of Trudeau's intelligence using humor and personal insult, with identity-based framing.
@mt.shasta6097
Mar 4, 2025
Poo-njabi is right.
Poo-njabi is right.
The comment appears to be a mocking play on words or ethnic slur presented as humor/satire.
Humor / Satire
0.75
CherishedMemoriesOfAWhiteA-w4i
Mar 1, 2026
Just lets erase the imaginary of the US Canada border. From President Donald Trump and be the 51st state no more Tariffs k! Everyone Happy Big Family k!
Just lets erase the imaginary of the US Canada border. From President Donald Trump and be the 51st state no more Tariffs k! Everyone Happy Big Family k!
Uses ironic/satirical suggestion of Canada becoming the 51st US state to comment on Trump's tariff policies and Canada-US relations.
byron8657
Apr 15, 2025
Tubby cop got mad because he didnt get food first XDD
Tubby cop got mad because he didnt get food first XDD
Uses mocking tone and laughing emoji to make a joke about a police officer, likely referencing video content.
Humor / Satire
0.75
AWFUDGER
Jan 27, 2026
Caucasians can now ✅ check the box on forms asking *”Are you part of a visible minority”*
Caucasians can now ✅ check the box on forms asking
*”Are you part of a visible minority”*
Uses sarcastic irony to comment on demographic change and minority status categorization.
nemesis851_
Feb 27, 2026
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Uses sarcastic, crude humor to mock Trump and his supporters, with absurdist imagery rather than substantive critique.
@mexicanosxelmundo7774
Mar 4, 2025
Canadianopolis😢
Canadianopolis😢
Portmanteau 'Canadianopolis' with sad emoji appears to be ironic commentary on Canada's changing character.
Humor / Satire
0.75
badaboys2098
Sep 21, 2025
what a joke
what a joke
Brief dismissive comment using colloquial language that functions as sarcastic commentary on the video or topic.
Humor / Satire
0.75
linchpin6761
Feb 18, 2026
Wow 10 people deported look out Canada finally taking action
Wow 10 people deported look out Canada finally taking action
Sarcastically comments on minimal deportations with ironic tone about government action.
Humor / Satire
0.75
pie505
Feb 18, 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)