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
But f Trump, amirite?
But f Trump, amirite?
A sarcastic aside using colloquial language and rhetorical question to inject political commentary humorously.
Humor / Satire
0.80
joshuaperry4112
Jan 22, 2026
Bike man dgaf, he’s gonna call it like he sees it 😂
Bike man dgaf, he’s gonna call it like he sees it 😂
Approving, humorous commentary about the video subject's outspoken behavior using casual slang and emoji.
WillyLee23
Jan 27, 2026
The guy on the bike need a podcast 😂
The guy on the bike need a podcast 😂
Joking suggestion that the video subject should start a podcast, using humor to comment on the content.
jancarlosmartinez3237
Jan 27, 2026
14:18 , Portugal, represent. Lol.
14:18 , Portugal, represent. Lol.
Lighthearted comment with 'lol' referencing Portugal and using laughing tone, combining geographic comparison with humor.
internetmentoring
Jan 27, 2026
Mercenaries. This is like aliens making a video about people from earth and getting mad that humans are KKK.
Mercenaries. This is like aliens making a video about people from earth and getting mad that humans are KKK.
Uses absurdist analogy and sarcasm to critique the video creator's perspective, implying hypocrisy through ironic comparison.
dh00mketu
Jan 27, 2026
The timmigrants
The timmigrants
Wordplay combining 'Tim Hortons' and 'immigrants' as a satirical jab at Canadian immigration.
Humor / Satire
0.80
dougefresh8029
Jan 27, 2026
0:56 ..Yeah we all aspire to be morbidly obese with no Healthcare
0:56 ..Yeah we all aspire to be morbidly obese with no Healthcare
Uses sarcastic commentary comparing Canada unfavorably to another country (implied US reference) through ironic critique of health outcomes.
HatimNaju-db6qj
Jan 27, 2026
Pooonjab🤣😅😅😅
Pooonjab🤣😅😅😅
Phonetic spelling of 'Punjab' with laughing emojis, using humor to reference Punjabi immigration.
Fahimkarranikhan
Jan 27, 2026
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Uses humor and self-deprecating jokes while critiquing overgeneralizations about Africa, with a lighthearted tone.
Ita_3neetee
Jan 27, 2026
"the black plague" but its also stinky😭
"the black plague" but its also stinky😭
Darkly ironic comparison to historical plague using crude stereotypes, presented as mocking commentary.
EricCheng-q8x
Jan 27, 2026
PRETTY SURE WE DCNT SELL WEAPONS AT 711 TYLER. THIS IS CANADA...KIND OF
PRETTY SURE WE DCNT SELL WEAPONS AT 711 TYLER. THIS IS CANADA...KIND OF
Sarcastic comment about weapons sales in Canada, using ironic capitalization to mock or critique a claim made in the video.
TheIllyrianBloke
Jan 27, 2026
Greatest country on earth? You must be delusional already xD
Greatest country on earth? You must be delusional already xD
Uses sarcasm and irony ('Greatest country on earth? You must be delusional') to critique the video's framing.
MrLocoSuave
Jan 27, 2026
Why is their god statue a white guy 😂
Why is their god statue a white guy 😂
A joking observation about a statue's appearance, marked by laughing emojis indicating satirical intent.
Humor / Satire
0.80
flatline7310
Jan 27, 2026
Cary north Carolina looks like this 😂
Cary north Carolina looks like this 😂
A joking comparison between a location in the video and a U.S. city, marked by laughing emoji.
tayw4090
Jan 27, 2026
His he smuggling people in that little bright yelliw tut tuk 😂😂😂😂😂😂😂😂
His he smuggling people in that little bright yelliw tut tuk 😂😂😂😂😂😂😂😂
Makes a joking accusation about human smuggling using a vehicle, with multiple laughing emojis indicating comedic intent.
Humor / Satire
0.80
Greysurfacewhalerado
Jan 27, 2026
even Indians don't like Indians
even Indians don't like Indians
Uses ironic, dismissive humor to make a generalization about internal group dynamics.
JK_82
Jan 27, 2026
singh hortons
singh hortons
A brief pun combining 'Singh' (common Indian surname) with 'Tim Hortons,' using wordplay for comedic effect.
Humor / Satire
0.80
leahlan8775
Jan 27, 2026
Bro I want to see you try and get smuggled
Bro I want to see you try and get smuggled
Sarcastic challenge using ironic suggestion to mock or dismiss someone's stated position.
Humor / Satire
0.80
thundergod7344
Jan 27, 2026
“how many white employees work in Tim Hortons” was hilarious.
“how many white employees work in Tim Hortons” was hilarious.
Finds humor in a specific moment from the video (question about Tim Hortons employees), indicating appreciation for comedic content.
daniel-j4y8y
Jan 27, 2026
Shout out Brampton 😅
Shout out Brampton 😅
Comment is a brief, lighthearted shout-out to Brampton with a laughing emoji, expressing casual amusement.
Humor / Satire
0.80
montylabana8367
Jan 27, 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)