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
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha …
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha!
Sarcastic joke mocking the expectation of finding white employees at Tim Hortons, using ironic laughter.
Humor / Satire
0.92
linsqopiring6816
Jan 27, 2026
Trudeau has spent so much time in front of cameras, it's as if he thinks he's auditioning for a role in a groundbreaking film. LOL #WhatInTheActualFuck
Trudeau has spent so much time in front of cameras, it's as if he thinks he's auditioning for a role in a groundbreaking film. LOL #WhatInTheActualFuck
Sarcastic, joking critique of Trudeau's media presence using exaggeration and hashtag for comedic effect.
Humor / Satire
0.92
@LamijaR1995
Mar 4, 2025
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
Presents a joking observation about racial demographics in a workplace using humor and casual tone.
Humor / Satire
0.92
JerudeSandstorm
Jan 27, 2026
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Uses meme format and comedic tone to compare Indian and Mexican migration patterns across borders.
maxfern5701
Jan 27, 2026
O NO!!!!! I guess we wont be buying their maple syrup or horrible beer without paying more. Oh the humanity.
O NO!!!!! I guess we wont be buying their maple syrup or horrible beer without paying more. Oh the humanity.
Uses sarcastic exaggeration ('Oh the humanity') to mock concerns about tariffs on maple syrup and beer.
Humor / Satire
0.92
@truckit1972
Mar 4, 2025
PIZZA PIZZA 🍕!!!LMFAO 😂 YOU MEAN ESCAPE ESCAPE 😂😂😂😂
PIZZA PIZZA 🍕!!!LMFAO 😂
YOU MEAN ESCAPE ESCAPE 😂😂😂😂
Joking response using pizza chain reference and mocking laughter, playing on words ('escape escape') as ironic commentary on the video's content.
Humor / Satire
0.92
BIGMACK-sf6up
Jan 27, 2026
bruh i’m dying
bruh i’m dying
Casual, non-substantive expression of amusement using internet slang ('bruh i'm dying').
Humor / Satire
0.92
bleu_bird
Jan 27, 2026
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Uses ironic humor to mock someone's indiscriminate prejudice as a form of comedic commentary.
Humor / Satire
0.92
yomikez
Feb 28, 2026
I can’t believe this I only have a month worth of maple syrup left and now I have to find a place named Vermont ? and then I find out that I am running low …
I can’t believe this I only have a month worth of maple syrup left and now I have to find a place named Vermont ? and then I find out that I am running low on corona ?
The comment uses absurdist humor and sarcasm, conflating unrelated topics (maple syrup, Vermont, Corona beer) in a joking manner unrelated to actual immigration policy.
Humor / Satire
0.92
@EddieRicks-i8v
Mar 4, 2025
dude on the bike was hilarious 😂😂
dude on the bike was hilarious 😂😂
Brief comment expressing amusement at a specific moment in the video using emoji and casual language.
Humor / Satire
0.92
YourPalLex
Jan 28, 2026
the guy on the bike kept it a been😂
the guy on the bike kept it a been😂
Uses slang and emoji to make a joking comment about someone's performance or demeanor in the video.
Humor / Satire
0.92
DuransLateNightMunchies
Jan 28, 2026
Bahahahaha. Dude. Stop.
Bahahahaha. Dude. Stop.
Dismissive laughter and sarcasm expressing skepticism or mockery of the preceding content.
Humor / Satire
0.92
@AdamHolmes-k5x
Mar 4, 2025
Donald!\nSir?\n*_Nope!!_*
Donald!\nSir?\n*_Nope!!_*
Brief comedic dialogue format mocking Trump's decision-making through absurdist humor.
Humor / Satire
0.92
@Zapp77777
Mar 4, 2025
Yeah Wolf, ill tell ya what Wolf... this Wolf, is really quit something Wolf. Wolf, this Wolf is why i say Wolf, that this Wolf is why we dont understand Wolf, what Wolf is Wolf …
Yeah Wolf, ill tell ya what Wolf... this Wolf, is really quit something Wolf. Wolf, this Wolf is why i say Wolf, that this Wolf is why we dont understand Wolf, what Wolf is Wolf going on, Wolf. WOLF
Repetitive, absurdist mockery of Wolf Blitzer's name and speaking style, clearly satirical commentary.
@nexusone5584
Mar 4, 2025
Anyone from the UK caught watching this will be reported to the internet police
Anyone from the UK caught watching this will be reported to the internet police
Absurdist joke about UK internet policing, using ironic exaggeration for comedic effect.
Humor / Satire
0.92
RedesCat
Jan 28, 2026
14:59 Never heard a Hindu say there's one God 😅
14:59 Never heard a Hindu say there's one God 😅
Lighthearted joke about Hindu religious beliefs with emoji indicating humorous intent.
Humor / Satire
0.92
omarsplaytimechannel
Oct 2, 2025
Why did that leopard eat MY face?!?!
Why did that leopard eat MY face?!?!
Uses the 'leopards eating faces' meme format as ironic commentary on political consequences.
Humor / Satire
0.92
@stevep2448
Mar 5, 2025
4:49 "we don't feel any racism here" *1 sec later* "I'm as racist as the next guy" 😂
4:49 "we don't feel any racism here"
*1 sec later*
"I'm as racist as the next guy" 😂
Ironic commentary highlighting a contradiction in the video through comedic juxtaposition and emoji use.
Humor / Satire
0.92
ravensfan777
Jan 27, 2026
Bike guy 😮😮😂😂😂 so offensive he's hilarious 😆
Bike guy 😮😮😂😂😂 so offensive he's hilarious 😆
References 'Bike guy' with laughing emojis, treating offensive content as comedic entertainment.
claire5752
Jan 27, 2026
2:22 fruedian slip 😂😂😂
2:22 fruedian slip 😂😂😂
Commenter jokes about a Freudian slip at a specific timestamp in the video, using humor to comment on the video content itself.
Humor / Satire
0.92
oldmanyoung7892
Feb 24, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)