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
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
Uses sarcasm and emojis to mock complaints about immigration, framing it as ironic blame-shifting with comedic tone.
khananwar5014
Sep 15, 2025
Good more alcohol for us cheaper too ?finally you think you have balls ?
Good more alcohol for us cheaper too ?finally you think you have balls ?
Uses sarcasm and ironic commentary about alcohol prices and political courage, employing humor to critique policy.
Humor / Satire
0.75
@kenprice57
Mar 4, 2025
Any White Christian suprimist in ☪️ondombox 🕋😂😂😂 Sorry Comment box 👇🏾👇🏾👇🏾
Any White Christian suprimist in ☪️ondombox 🕋😂😂😂
Sorry Comment box 👇🏾👇🏾👇🏾
The comment uses sarcasm and self-correcting humor to mock white Christian supremacists, with religious symbols used ironically.
chetangawade5002
Sep 19, 2025
Yeah Rica, is the "food" worth it?
Yeah Rica, is the "food" worth it?
Sarcastic rhetorical question implying skepticism about claimed benefits, using irony.
Humor / Satire
0.75
michaelhoudecki3657
Sep 19, 2025
POO FLINGERS SAAR
POO FLINGERS SAAR
Crude racist slur presented in a mocking/satirical tone, attempting offensive humor.
Humor / Satire
0.75
clayton9341
Jan 27, 2026
We should have the right to round up the corrupt politicians and send them flying into the Sun.
We should have the right to round up the corrupt politicians and send them flying into the Sun.
Hyperbolic, absurdist statement about politicians that functions as dark satire rather than a literal call to violence.
jeremylock7618
Aug 26, 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
its called the great WHITE north i dont like the cold !
its called the great WHITE north i dont like the cold !
Ironic/joking reference to 'great WHITE north' and dislike of cold, playing on national identity stereotypes.
yeudoi66
Aug 25, 2025
You love your cultural enrichment, ready for more diversity slops?
You love your cultural enrichment, ready for more diversity slops?
Sarcastic rhetorical question using dismissive language ('slops') to mock pro-immigration sentiment, with underlying identity-based framing.
Peacenutman
Jun 20, 2025
Mormons will take that challenge from the Muslims about being the largest religion.
Mormons will take that challenge from the Muslims about being the largest religion.
Makes a joking comparison between religious groups competing for demographic dominance.
Humor / Satire
0.75
dustinherk8124
Aug 25, 2025
To be honest bad drivers are everywhere and will never change lmao
To be honest bad drivers are everywhere and will never change lmao
Dismissive, sarcastic response that deflates the preceding argument through ironic understatement and casual tone ('lmao').
Humor / Satire
0.75
Fst105
Feb 3, 2026
Canada won the hockey tournament and now the trade war, i feel bad for Trump ;s
Canada won the hockey tournament and now the trade war, i feel bad for Trump ;s
Joking comparison of Canada's hockey and trade war victories over Trump with sympathetic tone.
@kr1me2000
Mar 4, 2025
Justin has to speak slowly. He knows how hard it is to get through to trump supporters.
Justin has to speak slowly. He knows how hard it is to get through to trump supporters.
Sarcastic jab at Trump supporters' intelligence, using irony to mock rather than engage substantively.
@kevinharming
Mar 5, 2025
I Love Trump. He is destroying US.
I Love Trump. He is destroying US.
Ambiguous statement that appears to use ironic or sarcastic language ('I Love Trump. He is destroying US') suggesting satirical commentary.
Humor / Satire
0.75
@Canal_do_Godoy
Mar 5, 2025
Trump should get ass pinched by everyone now ?\nHe is playing since he came
Trump should get ass pinched by everyone now ?\nHe is playing since he came
Uses crude humor and sarcasm to criticize Trump's behavior and character, with playful tone despite negative sentiment.
@Mevinaysaini
Mar 5, 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
Trudeau for President. Wouldn’t that be brilliant
Trudeau for President. Wouldn’t that be brilliant
Sarcastic suggestion that Trudeau become US President, likely mocking the comparison between leaders.
Humor / Satire
0.75
@kengphengaldridge1501
Mar 5, 2025
Don't worry we going to Mars ?
Don't worry we going to Mars ?
Dismissive joke deflecting from the topic with absurdist humor about Mars colonization.
Humor / Satire
0.75
@trecordingshere
Mar 5, 2025
The Republican Party should be renamed the Communist Party.?\nFrom China.
The Republican Party should be renamed the Communist Party.?\nFrom China.
Uses sarcastic renaming as a rhetorical attack, combining humor with ideological criticism.
@台taiwan独泉家泗光光
Mar 5, 2025
In order to speak with intelligence one must first be intelligent
In order to speak with intelligence one must first be intelligent
Sarcastic jab at someone's intelligence, likely directed at another commenter or public figure.
@margaretwiggins5713
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)