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
They guy that 50 years old and doesnt own a car standing with his bycycle should be CANCELLED the nerve he has yet all he owns is a bycycle
They guy that 50 years old and doesnt own a car standing with his bycycle should be CANCELLED the nerve he has yet all he owns is a bycycle
Uses exaggerated, sarcastic tone to mock or criticize someone in the video through absurdist commentary.
JeenLeen-t7e
Jan 27, 2026
She’s not even smart enough to pretend she’s not.
She’s not even smart enough to pretend she’s not.
Brief sarcastic jab at an individual's intelligence, likely referring to a public figure.
Humor / Satire
0.70
tinarennett9041
Feb 27, 2026
The guy on the bike was so spot on.And hanuman is known to be testicles of Ram .
The guy on the bike was so spot on.And hanuman is known to be testicles of Ram .
Combines agreement with the video with a crude religious joke that appears to be both satirical and factually inaccurate.
ZararSheikh-vo8bx
Jan 29, 2026
O now you care ,,,,, ur a goof Trudeau ,,,,,,, we will overcome anything that comes our way .
O now you care ,,,,, ur a goof Trudeau ,,,,,,, we will overcome anything that comes our way .
Uses sarcasm and mockery toward Trudeau while expressing resilience, with casual tone suggesting ironic commentary.
@southpawsudz3552
Mar 4, 2025
I gotta go throw up. Get’ em the f out of here.
I gotta go throw up. Get’ em the f out of here.
Uses exaggerated physical reaction (vomiting) as sarcastic expression of disgust, though could also be interpreted as genuine emotional response.
Humor / Satire
0.70
curkev1
Feb 27, 2026
Singh Hortons
Singh Hortons
A play on 'Tim Hortons' with 'Singh,' using wordplay to satirize the prevalence of Indian names in Canada.
Humor / Satire
0.70
Secretcircuits
Jan 27, 2026
why is there an idian tuktuk on the highway?
why is there an idian tuktuk on the highway?
Uses sarcastic questioning and ethnic stereotyping (tuktuk reference) to mock a specific immigrant group.
smileographer
Jan 27, 2026
TODAY TUESDAY MARCH 4, 2025 IS THE FUNERAL FOR THE NORTH AMERICAN FREE TRADE AGREEMENT (NFTA).
TODAY TUESDAY MARCH 4, 2025 IS THE FUNERAL FOR THE NORTH AMERICAN FREE TRADE AGREEMENT (NFTA).
Dramatic, ironic announcement treating a trade agreement as a funeral, using hyperbolic language for satirical effect about political/economic events.
@theguildedscribe777
Mar 4, 2025
Funny the response of Canada in Trying to make things equal on the trade deficit
Funny the response of Canada in Trying to make things equal on the trade deficit
Ironic observation about Canada's response to trade deficit issues, using sarcasm to critique the approach.
Humor / Satire
0.70
@jasonvesser5765
Mar 5, 2025
wherever they are their business scam...🤣🤣🤣
wherever they are their business scam...🤣🤣🤣
Uses sarcasm and emojis to mock immigrants as scammers, blending humor with stereotyping.
HiJob-o8e
Feb 18, 2026
19:02 scared Bih 😂😂
19:02 scared Bih 😂😂
Laughs at a specific moment in the video (19:02) with minimal substantive content, primarily comedic reaction.
Kalpana.Lakshmanan
Jan 27, 2026
lol ?♀️ ?? ? ….. ?? ?????????????????????????????????????????????????????????????????????????
lol ?♀️ ?? ? ….. ?? ?????????????????????????????????????????????????????????????????????????
Minimal substantive content consisting primarily of laughter emojis and question marks, expressing amusement or mockery.
Humor / Satire
0.70
@josiffexplosiff1
Mar 5, 2025
thought this fruitloop was resigning a month ago. LOL. Also dont need you, Mr Blackface instructing me on how to think about anything.
thought this fruitloop was resigning a month ago. LOL. Also dont need you, Mr Blackface instructing me on how to think about anything.
Uses sarcasm ('fruitloop,' 'LOL') and mocking tone to criticize political leadership and dismiss their authority.
@GardenHoes888
Mar 4, 2025
India in indian (benua america)
India in indian (benua america)
Cryptic, likely sarcastic or joking comment comparing India to 'Indian America,' unclear intent but appears humorous.
Humor / Satire
0.70
jagatsatriatotoksaraf3676
Feb 14, 2026
The dude on the bike is definitely autistic 😂
The dude on the bike is definitely autistic 😂
Makes a joke about someone's behavior using a disability reference with laughing emoji, employing humor to mock.
Humor / Satire
0.70
Coralineothermother
Jan 28, 2026
Minneapolis.. have the samolis move to this area.. then you can get the ice to start leaving 😮
Minneapolis.. have the samolis move to this area.. then you can get the ice to start leaving 😮
Uses sarcastic/ironic suggestion about relocating Somali immigrants to Minneapolis, mixing ethnic stereotyping with satirical tone.
chaosticalz
Jan 28, 2026
It’s quite funny that the Indians worship a white god.
It’s quite funny that the Indians worship a white god.
Makes an ironic observation about religious practices with sarcastic tone, likely mocking cultural stereotypes.
KennyFrederick-jc8pz
Feb 25, 2026
Trump does not care about Canada , Trudeau or the American people, he only cares about his boyfriend Putin \nHe will do everything Putin wants because Putin has blackmail against trump. \nYMCA \nArnold Palmer's.....\nMAGA\nMake America …
Trump does not care about Canada , Trudeau or the American people, he only cares about his boyfriend Putin \nHe will do everything Putin wants because Putin has blackmail against trump. \nYMCA \nArnold Palmer's.....\nMAGA\nMake America Gei Again
Satirical commentary mixing conspiracy theories about Trump and Putin with absurdist references (YMCA, Arnold Palmer) and ironic slogans.
@knyghtryder3599
Mar 4, 2025
LOL IT WAS DUE
LOL IT WAS DUE
Cryptic laughing response, likely sarcastic commentary on the video's content or timing.
Humor / Satire
0.70
WASUPMYNIG
Jan 28, 2026
Alberta will win the Olympic Gold Medal in 2030 Men’s Hockey! Guaranteed!
Alberta will win the Olympic Gold Medal in 2030 Men’s Hockey! Guaranteed!
Makes an absurd, overconfident prediction about Alberta winning Olympic gold with exaggerated certainty, likely meant ironically.
deanmcghie6519
Feb 26, 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)