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
😂😂😂CAUCASSIANS ARE SO PROUD OF EUROPE BUT THEY DONT WANT TO LIVE IN EUROPE 😂😂😂😂😂
😂😂😂CAUCASSIANS ARE SO PROUD OF EUROPE BUT THEY DONT WANT TO LIVE IN EUROPE 😂😂😂😂😂
Uses sarcastic, mocking tone with repeated emojis to critique perceived hypocrisy about European identity and migration.
MedicalClinicSurat
Jan 27, 2026
Feels so good to listen an articulate speech. A three yr toddler speaks better than the orange Buffon
Feels so good to listen an articulate speech. A three yr toddler speaks better than the orange Buffon
Uses sarcasm and insulting comparison ('orange Buffon') to mock a political figure's communication abilities.
@fredyoman
Mar 4, 2025
Everything Trump touches dies.
Everything Trump touches dies.
Uses hyperbolic, sarcastic phrasing ('Everything Trump touches dies') as a form of political satire.
Humor / Satire
0.80
@antoniahamilton3201
Mar 4, 2025
Maybe Trump should work to stop the illegal flow of guns and drugs in to Canada lol
Maybe Trump should work to stop the illegal flow of guns and drugs in to Canada lol
Uses ironic humor ('lol') to critique Trump's approach to cross-border issues.
@vacation_fun_makers
Mar 4, 2025
Donald , Donald, Donald!, you dumb silly man
Donald , Donald, Donald!, you dumb silly man
Dismissive name-calling with repetition ('Donald, Donald, Donald') used for comedic/sarcastic effect rather than substantive critique.
Humor / Satire
0.80
@berylweaver9339
Mar 4, 2025
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
Uses sarcasm and emojis to mock religious/evangelical framing of Canada as a 'promised land.'
Humor / Satire
0.80
JagoKandang-x9f
Feb 28, 2026
Meanwhile Tim hortons is invading India. 😂
Meanwhile Tim hortons is invading India. 😂
Uses ironic humor and emoji to compare Canadian and Indian business expansion, inverting the immigration narrative.
noisyboy178
Feb 18, 2026
An old fart they Is no escape from his smell ?????dump duck
An old fart they Is no escape from his smell ?????dump duck
Uses crude insults and sarcasm ('old fart', 'dump duck') as derisive humor targeting a political figure.
Humor / Satire
0.80
@manuelalozneanu9464
Mar 4, 2025
Trump tantrums
Trump tantrums
Sarcastic, dismissive characterization of Trump's behavior using the term 'tantrums' as ironic commentary.
Humor / Satire
0.80
@geraldpayumo8396
Mar 4, 2025
you know whats really sad. that president can speak 2 languages, our president cant even speak 1 XD
you know whats really sad. that president can speak 2 languages, our president cant even speak 1 XD
Humorous comparison between Canadian and American leadership, using sarcasm and the 'XD' emoticon to mock US president's communication abilities.
@tickleishpickle9269
Mar 4, 2025
Just a bunch of bootlickers in the USA now!
Just a bunch of bootlickers in the USA now!
Sarcastic jab using 'bootlickers' as ironic commentary, comparing Canada unfavorably to the USA in a mocking tone.
@thc35
Mar 4, 2025
Trudeau makes the US regime look like trailer trash, with apologies to anyone who lives in a trailer.
Trudeau makes the US regime look like trailer trash, with apologies to anyone who lives in a trailer.
Sarcastic comparison elevating Trudeau/Canada over the US, using exaggerated language and ironic humor to make a political point.
@androo4519
Mar 4, 2025
Thank you MAGA. You voted for this stupid circus.
Thank you MAGA. You voted for this stupid circus.
Sarcastic blame directed at MAGA voters, using ironic language to criticize political choices.
@titansfan4215
Mar 4, 2025
Say thank you to Justin Trudeau .
Say thank you to Justin Trudeau .
The sarcastic 'thank you' to Trudeau is ironic blame for immigration policy failures.
Humor / Satire
0.80
@cjpv1972
Feb 18, 2026
The only mistake Trudeau made was calling Trump a smart man.But I guess he was trolling him and appealing to Trump's fragile ego.
The only mistake Trudeau made was calling Trump a smart man.But I guess he was trolling him and appealing to Trump's fragile ego.
Sarcastic commentary on Trudeau's diplomatic strategy of flattering Trump's ego while implicitly criticizing Trump.
@alex35agm
Mar 4, 2025
Guess who can't read?!!
Guess who can't read?!!
Sarcastic jab using rhetorical question format to mock someone's comprehension or intelligence.
Humor / Satire
0.80
@owntor1
Mar 4, 2025
Harsh language?!?!?! WTF lady? I thought this was the nicest way he could have said it.
Harsh language?!?!?! WTF lady? I thought this was the nicest way he could have said it.
Uses sarcasm to critique the characterization of Trudeau's language as harsh, implying it was appropriately firm.
@bradlyely
Mar 4, 2025
All of a sudden. Everyone thinks Trudeau is wonderful after all hes done to Canada. Lol
All of a sudden. Everyone thinks Trudeau is wonderful after all hes done to Canada. Lol
Uses sarcasm ('Lol') to critique Trudeau's reputation and past actions, implying hypocrisy in public perception.
@nancymcfarland5421
Mar 4, 2025
Unnoticed by who 😂
Unnoticed by who 😂
Sarcastic response questioning who failed to notice something, using humor to critique an implicit claim.
Humor / Satire
0.80
@qfc4life
Feb 18, 2026
Great job,Donald is pooping his pants,one more,whenever Melania is ready just say come.
Great job,Donald is pooping his pants,one more,whenever Melania is ready just say come.
Crude joke mocking Trump while praising Trudeau, using sarcasm and insult-based humor.
@Joe-c4c1i
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)