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
“Brampton drivers” 😂
“Brampton drivers” 😂
Uses a meme-like reference to 'Brampton drivers' as a joke, playing on a cultural stereotype for comedic effect.
Humor / Satire
0.85
JackMSheridan
Jan 28, 2026
Trump suckin putin off big time
Trump suckin putin off big time
Uses crude sarcasm/vulgar humor to mock political figures and their relationship.
Humor / Satire
0.85
@marcbrixius2806
Mar 4, 2025
Trump's WWE Tariff Reality Show
Trump's WWE Tariff Reality Show
Satirical characterization of Trump's approach as entertainment-focused rather than serious political engagement.
Humor / Satire
0.85
@eklim2034
Mar 4, 2025
If Trump ever finds out how many bets and pools we have going betting on when Trump will die,\nhed probably lose his tiny mind.\nHeart attack or stroke,somethings \nGonna happen he is a million years old,morbidly …
If Trump ever finds out how many bets and pools we have going betting on when Trump will die,\nhed probably lose his tiny mind.\nHeart attack or stroke,somethings \nGonna happen he is a million years old,morbidly obese ,never exercises and lives on junk food. Its just a matter of time .\nmay as well make some money off him and have a laugh doin it !\nMake your own \ndonnies dirt nap pool \nat work or online with friends!
Dark humor and satire about betting pools on Trump's death, presented as a joke with morbid commentary.
Humor / Satire
0.85
@puttinfoilinyourhat.6174
Mar 4, 2025
The guy wearing the outfit in orange that supposedly has a job fit for <70 IQ people, calling sub saharans <70 IQ. LOL
The guy wearing the outfit in orange that supposedly has a job fit for <70 IQ people, calling sub saharans <70 IQ. LOL
Commenter uses ironic humor to point out hypocrisy in someone making intelligence-based claims while appearing unintelligent themselves.
Humor / Satire
0.85
JamallAmsterdam1
Feb 26, 2026
I have president envy.
I have president envy.
A brief, ironic expression of admiration for a political leader presented in a lighthearted, joking manner.
Humor / Satire
0.85
@lisaturner2035
Mar 4, 2025
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
Uses ironic humor to critique the video's tonal shift from cultural content to immigration/smuggling discussion.
duppressor8164
Jan 28, 2026
Portugal Mentioned!!!!!!!!!!!!!!!! LET'S GOOOOOOOOOO
Portugal Mentioned!!!!!!!!!!!!!!!! LET'S GOOOOOOOOOO
Enthusiastic, exaggerated reaction to Portugal being mentioned in the video, using humor and excitement.
mariovale8043
Jan 28, 2026
You are a very smart guy?????????? This MAN DONALD IS NEVER BEEN SMART IN HIS LIFE!!!!!!!!!!!!
You are a very smart guy?????????? This MAN DONALD IS NEVER BEEN SMART IN HIS LIFE!!!!!!!!!!!!
Uses sarcasm and ironic questioning to mock Trump's intelligence, employing exaggerated punctuation for comedic effect.
Humor / Satire
0.85
@leonstijns1857
Mar 4, 2025
Fuck Canada lol. Never liked maple syrup anyway
Fuck Canada lol. Never liked maple syrup anyway
Uses sarcasm and joking tone to express dismissive sentiment about Canada in a lighthearted manner.
Humor / Satire
0.85
@Createnow5
Mar 4, 2025
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Uses sarcastic humor ('40 years too late') to comment on Indian immigration to Canada, implying it's an old phenomenon.
SongWhisperer
Jan 28, 2026
Pull up, I’m sure he won’t say that at the oval office.
Pull up, I’m sure he won’t say that at the oval office.
Sarcastically suggests the speaker won't repeat their statement in a formal setting, implying skepticism about the sincerity of public statements.
Humor / Satire
0.85
@Sxsaddicts
Mar 4, 2025
Remember most Sikhs arent Khalistani 😂
Remember most Sikhs arent Khalistani 😂
Humorous reminder that most Sikhs are not Khalistani separatists, using satire to counter stereotyping.
oreokush5393
Jan 28, 2026
It's SINGH HORTONS in 2026! Tim Horton's died.
It's SINGH HORTONS in 2026! Tim Horton's died.
Sarcastic joke playing on the name 'Singh' and Tim Hortons, using wordplay to mock demographic change.
larryhammer5183
Jan 28, 2026
Haha Nigerians talking about driving hahaha
Haha Nigerians talking about driving hahaha
The comment uses humor and laughter to mock a stereotype about Nigerian drivers.
Humor / Satire
0.85
abdurrakib-qr2je
Mar 3, 2026
So After Tyler Found Zero Illegal Activity In Kiryas Joel He goes after the Indians 😂😂😂😂
So After Tyler Found Zero Illegal Activity
In Kiryas Joel
He goes after the Indians 😂😂😂😂
Sarcastic commentary with laughing emojis suggesting ironic observation about investigative targeting patterns.
Humor / Satire
0.85
tzvi3660
Jan 27, 2026
Hanuman god? Half ape god??😂
Hanuman god? Half ape god??😂
Mocking religious imagery through sarcastic commentary about Hindu deity Hanuman, using emoji to signal joking tone.
Humor / Satire
0.85
sfinx69
Jan 28, 2026
This guys a douch bag ? lmfao hahahhaha
This guys a douch bag ? lmfao hahahhaha
The comment uses sarcastic laughter and name-calling directed at someone in the video, functioning as dismissive humor rather than substantive critique.
@tylersize808
Mar 4, 2025
Canada has 2 modes:\n- We're sorry \n- We're gonna make you sorry
Canada has 2 modes:\n- We're sorry \n- We're gonna make you sorry
Uses ironic stereotyping of Canadian national character through contrasting modes of behavior presented as comedic observation.
@tomonabudget
Mar 4, 2025
Fuck not even Indians like Indians 😂😂
Fuck not even Indians like Indians 😂😂
Joking observation about intra-community tensions using crude humor and emoji, satirizing ethnic stereotypes.
nocopyrightstreammusic2886
Jan 28, 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)