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
Bike guy: low tier whyte Doesn't a good job or money > says Africans are l0w 1Q looooooooooooool. The audacity.
Bike guy:
low tier whyte
Doesn't a good job or money
> says Africans are l0w 1Q
looooooooooooool. The audacity.
Mocks a person in the video for making racist claims while having low socioeconomic status.
notyourtypicalfarah7194
Jan 28, 2026
I'm getting real Archie Bunker vibes from that dude on the bike. 🤣
I'm getting real Archie Bunker vibes from that dude on the bike. 🤣
Makes a cultural reference (Archie Bunker) with laughing emoji to humorously characterize someone in the video.
Humor / Satire
0.88
The_Isaiahnator
Jan 27, 2026
You can’t lie, Indian food is amazing
You can’t lie, Indian food is amazing
A lighthearted, off-topic comment praising Indian food, using casual humor to engage with the discussion.
Humor / Satire
0.88
jayb289
Jan 27, 2026
He looks like an Iranian official 😂😂😂
He looks like an Iranian official 😂😂😂
Joking comment making a physical/ethnic comparison about someone's appearance, using humor as the primary mode.
Humor / Satire
0.88
lilyghassemzadeh
Nov 21, 2025
9:05 😂 universal line for every indian
9:05 😂 universal line for every indian
Mocking comment with emoji suggesting stereotypical behavior attributed to Indian immigrants, using humor to critique or ridicule.
xspot-y44
Oct 7, 2025
South Park said it best. “Fuck Canada!”
South Park said it best. “Fuck Canada!”
References South Park's satirical anti-Canada sentiment as comedic commentary on national rivalry.
@chestercalloway3812
Mar 4, 2025
I find it funny that immigrants, are complaining about other immigrants 😂.
I find it funny that immigrants, are complaining about other immigrants 😂.
Ironic observation using humor about the contradiction of immigrants complaining about other immigrants.
Humor / Satire
0.88
antwangordon6918
Oct 24, 2025
We call them timmigrants in these parts now days 🤣🤣
We call them timmigrants in these parts now days 🤣🤣
Uses wordplay ('timmigrants') and laughing emojis to make satirical commentary on immigration.
Humor / Satire
0.88
nathanalyward16
Jan 27, 2026
"Im from Portugal. Lisbon. . . Abrigardo." Hahahaha brilliant 14:18
"Im from Portugal. Lisbon. . . Abrigardo." Hahahaha brilliant 14:18
Laughing at a specific moment in the video, finding humor in a speaker's accent or pronunciation.
royalchamp5039
Jan 27, 2026
I’m not a hater I’m Racist - RDR2 Pedestrian
I’m not a hater I’m Racist - RDR2 Pedestrian
This is a sarcastic quote (likely from Red Dead Redemption 2) used ironically to mock racist attitudes rather than endorse them.
Humor / Satire
0.88
TallBuffMunchkin
Feb 4, 2026
Donald Chump
Donald Chump
A brief insulting pun on Trump's name, functioning as sarcastic mockery rather than substantive argument.
Humor / Satire
0.88
@professionalboycottservice7872
Mar 4, 2025
Smuggler speaking Hindi not Punjabi lool
Smuggler speaking Hindi not Punjabi lool
Brief, joking observation about a video subject's language choice, using casual humor ('lool') to comment on the content.
Humor / Satire
0.88
DK-1011z
Feb 17, 2026
Does this cookie play hockey ?
Does this cookie play hockey ?
Sarcastic joke about the video subject or speaker, using absurdist humor.
@FloydAlbright
Mar 4, 2025
"Oh how dare they give free food to homeless people"
"Oh how dare they give free food to homeless people"
Sarcastic mock-outrage about humanitarian aid, using irony to critique perceived opposition to helping vulnerable populations.
Humor / Satire
0.88
AshishSingh-fn6me
Nov 4, 2025
the guy on the bike LMAO
the guy on the bike LMAO
Brief humorous reaction to a specific moment in the video content.
MH-jp8en
Jan 28, 2026
Dude on a bike is 4chan incarnate lmao
Dude on a bike is 4chan incarnate lmao
Joking comparison of a video participant to 4chan culture, using humor to critique the person's online persona.
chriswade9616
Feb 26, 2026
Can we borrow ICE please we need it.
Can we borrow ICE please we need it.
Comment makes a sarcastic reference to ICE (U.S. Immigration and Customs Enforcement) as a joke about immigration enforcement.
Humor / Satire
0.88
GuitarDawg1001
Jan 27, 2026
Donald you're a very smart man ?? he kept a straight face saying that, well done!
Donald you're a very smart man ?? he kept a straight face saying that, well done!
Uses sarcasm to mock Trump's statement, praising him ironically for maintaining composure while making an absurd claim.
Humor / Satire
0.88
@lornahampson4954
Mar 4, 2025
Shouldnt have colonised other countries, karma😊😂😂
Shouldnt have colonised other countries, karma😊😂😂
Sarcastic/ironic commentary using karma concept to critique Canada's colonial history as justification for current immigration challenges.
Trekzity
Feb 11, 2026
Trump is smart?\n???
Trump is smart?\n???
Rhetorical question with question marks expressing sarcastic disbelief about Trump's intelligence.
Humor / Satire
0.88
@gekolizzard
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)