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
Wow, the bike guy; what a stupid PoS! I bet his neighbours wish they could 'deport' him! 😹🤣😹
Wow, the bike guy; what a stupid PoS! I bet his neighbours wish they could 'deport' him! 😹🤣😹
Mocks a non-immigrant person in the video using sarcasm and emojis, with ironic reference to deportation.
lisacz6607
Jan 27, 2026
Tey also show u a ctr finger😂😂😂
Tey also show u a ctr finger😂😂😂
Joking comment with laughing emojis about a gesture shown in the video.
Humor / Satire
0.75
RoslanMohdYusoff
Jan 27, 2026
Bramladish. Formally known as a Brampton
Bramladish. Formally known as a Brampton
Sarcastic comment using 'Bramladish' as a made-up term to mock Brampton's demographic changes, combining humor with identity-based framing.
larrykemp-l1m
Oct 23, 2025
Let the war begin watching Trudeau is fun you could feel his fear
Let the war begin watching Trudeau is fun you could feel his fear
Sarcastically frames political conflict as entertainment, mocking Trudeau's perceived fear in a tongue-in-cheek manner.
@richardwright4265
Mar 4, 2025
Watch out she'll pull your hair ?
Watch out she'll pull your hair ?
A joking, sarcastic comment making a physical jest about the person in the video.
Humor / Satire
0.75
@HWilliams-c8e
Mar 4, 2025
5:22 BAAASED
5:22 BAAASED
Comment uses internet slang ('BAAASED') to humorously react to a specific video moment.
landonkrollins
Jan 27, 2026
Damn CNN is sucking Trump's toes too.
Damn CNN is sucking Trump's toes too.
Uses sarcastic/crude humor to criticize CNN's coverage and perceived bias toward Trump.
@malstream1309
Mar 4, 2025
This guy got human trafficked for a youtube video. What a chad
This guy got human trafficked for a youtube video. What a chad
Sarcastic comment about the video subject, using ironic praise ('chad') to mock the situation depicted.
medkittherapper4536
Jan 27, 2026
Makes you hope that the fat guy on a scooter will one day rely on an African doctor or Nurse that happen to see the video and recognizes his face
Makes you hope that the fat guy on a scooter will one day rely on an African doctor or Nurse that happen to see the video and recognizes his face
Uses sarcastic/ironic commentary to critique anti-immigrant sentiment by imagining a scenario where the commenter depends on an immigrant doctor, with an underlying moral point about hypocrisy.
metaman1546
Jan 27, 2026
TRUDEAU talking big shit...good luck eh...???
TRUDEAU talking big shit...good luck eh...???
Uses sarcasm and dismissive tone ('talking big shit') with casual Canadian expression ('eh') to mock Trudeau's statements.
@dash_flixs2644
Mar 4, 2025
Trump is so child like, I truly think he is jealous of this guy's looks and decorum....
Trump is so child like, I truly think he is jealous of this guy's looks and decorum....
Uses sarcasm and mockery to criticize Trump, suggesting his actions stem from jealousy rather than policy reasoning.
Humor / Satire
0.75
@trevorregay9283
Mar 4, 2025
You shouldn’t worry about human traffickers. You might only get a little bit raped😂
You shouldn’t worry about human traffickers. You might only get a little bit raped😂
Uses dark humor and sarcasm to mock concerns about human trafficking, though the underlying tone expresses fear about immigrant-related dangers.
peredavi
Jan 27, 2026
Oh so high we need quadruple that
Oh so high we need quadruple that
Sarcastic exaggeration suggesting immigration numbers should be quadrupled, likely mocking the policy being discussed.
Humor / Satire
0.75
annekowallcheck7436
Dec 30, 2025
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Uses ironic/sarcastic framing ('colonizing the colonizers') with emojis to express support for immigrant presence.
HariPriyaSitaristEra
Feb 16, 2026
They even build their stupid god statue 😂
They even build their stupid god statue 😂
Mocking commentary with emoji suggesting sarcastic or dismissive humor about a religious or cultural practice.
Humor / Satire
0.75
tmr10059
Mar 3, 2026
Sell Canada to usa
Sell Canada to usa
Absurdist, tongue-in-cheek suggestion that appears to be sarcastic commentary rather than serious proposal.
Humor / Satire
0.75
arosKarmxarya
Jan 27, 2026
Nah, elbows up!
Nah, elbows up!
Cryptic phrase appears to be a joke or sarcastic reference, likely about the video content or creator.
Humor / Satire
0.75
bravo2zeroCAN
Feb 24, 2026
didn't know they had statues holy fuck yeah like get out fuck
didn't know they had statues holy fuck yeah like get out fuck
Crude joke expressing surprise about statues, using profanity for comedic effect rather than serious critique.
Humor / Satire
0.75
daltonskatesandfilms
Jan 27, 2026
4:57 and oppose to the jews 😂
4:57 and oppose to the jews 😂
Sarcastic comment with emoji referencing video timestamp, making an ironic observation about content.
PCB389
Feb 28, 2026
They are all engineers 😢😢😢😢😢
They are all engineers 😢😢😢😢😢
Sarcastic statement with sad emojis stereotyping immigrants as engineers, using irony to critique or mock the demographic composition.
alonsolaw8380
Oct 14, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)