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
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
Commenter uses a humorous anecdote about their friend's relocation to satirize the concentration of Indian immigrants in Ontario.
moavocadoroll
Feb 28, 2026
That old white guy had absolutely 0 fuck’s to give!😂😂😂
That old white guy had absolutely 0 fuck’s to give!😂😂😂
Uses humor and laughter emojis to comment on someone's demeanor in the video without substantive argument.
Humor / Satire
0.88
BrandonJ94
Jan 27, 2026
Just roll over and become Americans. Then run for president of America ?
Just roll over and become Americans. Then run for president of America ?
Sarcastic suggestion that Canada should surrender sovereignty and join the US, using irony to mock the situation.
Humor / Satire
0.88
@mrvro4404
Mar 4, 2025
Are we great yet
Are we great yet
Brief sarcastic question referencing Trump's 'Make America Great Again' slogan, using irony to critique the phrase.
Humor / Satire
0.88
@FranklinForbes-w5g
Mar 4, 2025
Can you imagine if Trump was articulate like Trudeau? Lol ?
Can you imagine if Trump was articulate like Trudeau? Lol ?
Uses ironic humor to contrast Trump's lack of articulation with Trudeau's communication skills.
@Uberboogie
Mar 4, 2025
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
Uses ironic humor to critique hypocrisy in cultural criticism, highlighting contradictory standards applied to different groups.
Humor / Satire
0.88
abhishekjoshi6655
Jan 2, 2026
No KFC no curry
No KFC no curry
Brief, cryptic joke or sarcastic comment playing on cultural stereotypes about food.
Humor / Satire
0.88
HorrorGamerNerd
Feb 3, 2026
Is that Blonde lady behind him.. Amber Heard. Tell me im not the only one who thinks this.. lol
Is that Blonde lady behind him.. Amber Heard. Tell me im not the only one who thinks this.. lol
Joking observation comparing someone in the video to a celebrity, marked by 'lol' indicating humorous intent.
Humor / Satire
0.88
@deborahhildebrandt4434
Mar 4, 2025
Except...Donald is not a smart man!
Except...Donald is not a smart man!
Brief sarcastic/dismissive comment about Trump's intelligence, using understated ironic tone.
Humor / Satire
0.88
@moonfall8972
Mar 4, 2025
Even the Indians don't like the Indians. 😂😂😂
Even the Indians don't like the Indians. 😂😂😂
Joking observation about internal ethnic group criticism using emoji for comedic effect.
Humor / Satire
0.88
PenjaminNostien
Jan 28, 2026
bro said he bout to sick AI on the Fent Crisis I cant ?
bro said he bout to sick AI on the Fent Crisis I cant ?
Uses casual, ironic language mocking the idea of using AI to solve the fentanyl crisis, with comedic tone indicated by 'I cant ?'.
Humor / Satire
0.88
@yaboymc
Mar 4, 2025
TURD WURLD PROBLEMS MON
TURD WURLD PROBLEMS MON
Uses mocking slang ('TURD WURLD PROBLEMS') and sarcasm to ridicule immigrants or immigration discourse through crude humor.
Humor / Satire
0.88
joepipito7431
Aug 26, 2025
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
Singh Hortons is what Canadians call it.
Singh Hortons is what Canadians call it.
Makes a joking reference to Tim Hortons using a name-based pun ('Singh Hortons') to satirize demographic change.
Humor / Satire
0.88
homeserviceu
Jan 27, 2026
I thought I was sightseeing India!😂
I thought I was sightseeing India!😂
Uses joking tone with emoji to sarcastically comment on the video's content or setting.
Humor / Satire
0.88
marthadaffue3430
Feb 24, 2026
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
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Uses sarcastic irony to critique the video creator's apparent surprise at finding ethnic communities in their own neighborhoods, comparing to Italian neighborhoods.
d73gg91
Jan 28, 2026
Guy on a bike says"Africans have low intelligence''LMAO🤣🤣
Guy on a bike says"Africans have low intelligence''LMAO🤣🤣
Mocks a video subject's racist statement with laughter, using satire to ridicule the absurdity of the claim.
MobileGamer-x5w
Jan 27, 2026
14:41 wtf is that bro 😂😂😂 the little tuktuk on the highway 😂
14:41 wtf is that bro 😂😂😂 the little tuktuk on the highway 😂
Humorous reaction to a specific moment in the video (timestamp 14:41) with laughing emojis, commenting on an unusual vehicle sighting.
SirClippens
Jan 27, 2026
that statue looked like mr bean lol
that statue looked like mr bean lol
Joking observation comparing a statue to a celebrity, using humor to comment on the video content.
Humor / Satire
0.88
clare8932
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)