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
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
Trudeaublos
Trudeaublos
Appears to be a derogatory slang term or meme reference mocking Trudeau supporters, using humor/satire.
Humor / Satire
0.70
@sowhat3459
Mar 5, 2025
Get wrecked wokies
Get wrecked wokies
Sarcastic/mocking phrase dismissing progressive critics, using colloquial language for comedic effect.
@VincentX709
Mar 4, 2025
Sorry: First Place!
Sorry:
First Place!
Brief sarcastic comment suggesting Canada ranks first in some negative category, using ironic commentary.
Humor / Satire
0.70
roneberle8954
Feb 27, 2026
Not everyone who wear suit got sense \nby zelensky ?❤
Not everyone who wear suit got sense \nby zelensky ?❤
Uses a cryptic quote attributed to Zelensky with a heart emoji in a way that appears sarcastic or ironic, though the exact target is unclear.
Humor / Satire
0.70
@newtonnewton8805
Mar 5, 2025
She’s not even smart enough to pretend she’s not.
She’s not even smart enough to pretend she’s not.
Brief sarcastic jab at an individual's intelligence, likely referring to a public figure.
Humor / Satire
0.70
tinarennett9041
Feb 27, 2026
Trump is a “ Parasite “ weak up
Trump is a “ Parasite “ weak up
Comment uses sarcastic name-calling and fragmented language that appears to be mocking commentary rather than serious critique.
Humor / Satire
0.70
@ranjanathenabadu9812
Mar 4, 2025
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
Stupid is as stupid does
Stupid is as stupid does
Uses a well-known idiom/catchphrase in a dismissive way, likely intended as sarcastic commentary rather than substantive critique.
Humor / Satire
0.70
@tgreen9110
Mar 4, 2025
Donald? What a dick move?
Donald? What a dick move?
Brief sarcastic/insulting comment about Trump's actions using casual language and rhetorical question.
Humor / Satire
0.70
@jmr1512000
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
Let’s take there shit just like we do USA BABY
Let’s take there shit just like we do USA BABY
Sarcastically suggests taking Canadian resources similar to US actions, using dark humor to critique imperial attitudes.
@justinseward5181
Mar 4, 2025
ELBOWS UP!!!
ELBOWS UP!!!
Cryptic exclamation appears to be a joke or meme reference rather than substantive commentary.
Humor / Satire
0.70
@GothicCinderz
Mar 4, 2025
He is shitting himself. Trump isn't going to listen to your pleas.
He is shitting himself. Trump isn't going to listen to your pleas.
Uses crude humor and sarcasm to mock the speaker's perceived ineffectiveness against Trump's threats.
@_saifr
Mar 5, 2025
Heinous. He sounds like a whiny little girl.
Heinous. He sounds like a whiny little girl.
Uses sarcastic insult comparing someone to 'a whiny little girl,' employing derisive humor rather than substantive critique.
Humor / Satire
0.70
@Rebelmusedesign
Mar 4, 2025
Bye bye USA
Bye bye USA
Brief dismissive statement with ironic tone suggesting departure or rejection, likely sarcastic commentary on US-Canada relations.
@tjijsie
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
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
I bet that jodie foster look a like has a nice ? beaver ❤
I bet that jodie foster look a like has a nice ? beaver ❤
Sexually suggestive joke about a person's appearance, using crude humor and emojis.
Humor / Satire
0.70
@olivergastelumjr3755
Mar 4, 2025
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
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)