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
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Humor / Satire
4,434 comments
look at the 3 of them bunch of goons. lowest IQ cnts I have ever seen
look at the 3 of them bunch of goons. lowest IQ cnts I have ever seen
Insulting mockery of political figures using crude language and sarcasm to dismiss their intelligence.
@Sam-pn2kc
Mar 4, 2025
This is hilarious, they have the same issues as the US of A when Democrats run the country. They have no clue where immigrants are, or how much they spend on immigrants (know it is …
This is hilarious, they have the same issues as the US of A when Democrats run the country. They have no clue where immigrants are, or how much they spend on immigrants (know it is higher than a citizen)
Uses sarcasm and comparison to US politics while making unsubstantiated claims about government spending on immigrants.
Inokea560
Jan 11, 2026
JD is the New Candy man ?
JD is the New Candy man ?
Uses cryptic wordplay ('New Candy man') that appears to be sarcastic or joking commentary on a political figure.
Humor / Satire
0.70
@majeedahgriffin9443
Mar 4, 2025
Thanks, MAGA. ?
Thanks, MAGA. ?
Sarcastic one-liner thanking MAGA, likely mocking Trump supporters or the political situation with ironic brevity.
Humor / Satire
0.70
@merrickying4264
Mar 4, 2025
Wow , what a scathing rebuke from the prime minister…?
Wow , what a scathing rebuke from the prime minister…?
Sarcastic commentary questioning the strength of the prime minister's statement with ironic tone.
Humor / Satire
0.70
@famousace4652
Mar 4, 2025
India…Fraud? Who would’ve guessed it.
India…Fraud? Who would’ve guessed it.
Uses sarcastic rhetorical question implying fraud associated with India, combining satire with an unsubstantiated claim.
Bangersandmash9876
Oct 3, 2025
Deberias cobrar a todos los Americanos que visiten tu pais , que les cueste un poco mas mirar todas las maravillas que tiene Canada ?? hermosa!!!
Deberias cobrar a todos los Americanos que visiten tu pais , que les cueste un poco mas mirar todas las maravillas que tiene Canada ?? hermosa!!!
Jokingly suggests charging American visitors more to visit Canada, with playful national pride framing.
@lucilacruz5618
Mar 4, 2025
truedoosh - just forget it
truedoosh - just forget it
Mocking wordplay ('truedoosh') dismissing Trudeau with sarcastic tone.
Humor / Satire
0.70
@luddite333
Mar 4, 2025
SAAR DO NOT REDEEM!
SAAR DO NOT REDEEM!
Cryptic meme-like phrase using internet slang, likely satirical commentary on the video or discussion.
BalrogDeMorgoth69
Jan 27, 2026
The farmer killer vs the orange trilionär
The farmer killer vs the orange trilionär
Uses sarcastic/ironic comparison between Trudeau and Trump with wordplay ('trilionär'), employing humor to critique both leaders.
@SirGreyIIII
Mar 4, 2025
the fist says it all, commythinking on display. muh labour party.
the fist says it all, commythinking on display. muh labour party.
Sarcastic/ironic commentary on political ideology, using wordplay ('commythinking') to mock perceived left-wing positions.
ventidasaram
Nov 4, 2025
I bet 85 year old Donald can beat your pompous butt
I bet 85 year old Donald can beat your pompous butt
Sarcastic jab comparing political figures in a dismissive, joking manner.
Humor / Satire
0.70
@JamesAngeloni-b3f
Mar 4, 2025
Canada sucks. Dumb dunb
Canada sucks. Dumb dunb
Dismissive, sarcastic criticism of Canada presented in a joking/mocking tone.
Humor / Satire
0.70
DouglasDouglas-jc6cr
Sep 29, 2025
Blistering ???watch them fold
Blistering ???watch them fold
Cryptic sarcastic comment using 'Blistering' and 'fold' as ironic commentary on political weakness.
Humor / Satire
0.70
@MrDrewbobber
Mar 4, 2025
Trump a smart man??? They are Eating the dawgs.
Trump a smart man??? They are Eating the dawgs.
Uses sarcasm and references a viral conspiracy claim ('eating the dogs') to mock Trump supporters ironically.
@russellthomas4587
Mar 4, 2025
? governor Trudeau. No vacation for you.
? governor Trudeau. No vacation for you.
Uses sarcasm and wordplay ('governor' instead of PM, 'no vacation') to mock Trudeau's leadership.
@brianyoung930
Mar 4, 2025
Bellow Down syndrome 😂😂
Bellow Down syndrome 😂😂
Crude joke using a disability reference as humor, though offensive in nature.
Humor / Satire
0.70
Sinatra-
Jan 29, 2026
Trump can’t reelect the liberals lol
Trump can’t reelect the liberals lol
Sarcastic comment suggesting Trump cannot influence Canadian elections, using ironic framing.
Humor / Satire
0.70
@daviddemeyer1660
Mar 4, 2025
I hate Canadian youth 🎉🎉❤❤❤
I hate Canadian youth 🎉🎉❤❤❤
Appears to be ironic or sarcastic statement with celebratory emojis, likely mocking rather than sincere.
Humor / Satire
0.70
dylanbishop1940
Oct 5, 2025
Bramaladesh
Bramaladesh
Appears to be a playful misspelling or pun combining 'Brampton' and 'Bangladesh,' likely satirical commentary on demographic composition.
Humor / Satire
0.70
vranious
Jan 28, 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)