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
If only we had a time machine and cameras. Oh what the world would have to say about the pale man. Ever since emerging from the caves the sunburn prone have been a menace every …
If only we had a time machine and cameras. Oh what the world would have to say about the pale man. Ever since emerging from the caves the sunburn prone have been a menace every minute. Then sit back and point fingers. The audacity is absurd.
Uses sarcastic, ironic commentary about European/white historical conduct, framed as hypothetical time-machine critique.
mikewang6782
Jan 27, 2026
It's going down. ?
It's going down. ?
Cryptic, sarcastic comment with emoji suggesting ironic commentary on the situation.
Humor / Satire
0.70
@vonnih3450
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
I cam as a student hahah leave already
I cam as a student hahah leave already
Uses sarcasm and humor ('hahah') to mock or dismiss someone, with an implicit call to leave Canada.
HuntingIsMyLife2337
Oct 31, 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
Graduation American Russian , you just make ur daddy happy (putin)...
Graduation American Russian , you just make ur daddy happy (putin)...
Uses sarcastic/mocking tone with a jab at the US president's alleged loyalty to Putin, employing ironic commentary.
@kennyvuu1487
Mar 4, 2025
Go apologize to some Indians.
Go apologize to some Indians.
Uses sarcastic jab referencing Trudeau's past apology to Indian parliament, employing irony as criticism.
@MisterPaulFish
Mar 4, 2025
Can’t wait for another video of India’s poop party in Canada 🎉
Can’t wait for another video of India’s poop party in Canada 🎉
Uses crude sarcasm and a derogatory stereotype about India to mock immigration, blending satire with potentially offensive generalizations.
Vinny-no1yk
Jan 27, 2026
truedoosh - just forget it
truedoosh - just forget it
Mocking wordplay ('truedoosh') dismissing Trudeau with sarcastic tone.
Humor / Satire
0.70
@luddite333
Mar 4, 2025
Not called brown town 4 nothing 😅
Not called brown town 4 nothing 😅
Uses sarcastic humor (emoji) to reference a neighborhood nickname associated with a particular ethnic group.
TruNorthSavage
Oct 20, 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
In less than 4 years the chants for make america great again, will go to make america normal and liveable again.
In less than 4 years the chants for make america great again, will go to make america normal and liveable again.
Uses ironic wordplay ('make america normal') to satirize political slogans while expressing concern about US political direction.
@floydstash
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
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
Canadastan.
Canadastan.
Portmanteau 'Canadastan' is sarcastic commentary on perceived cultural change, blending humor with identity critique.
eddiethepizzahero
Jan 27, 2026
Trump is a dumbass
Trump is a dumbass
A dismissive insult presented in a casual, joking tone rather than substantive critique.
Humor / Satire
0.70
@jasperj3759
Mar 4, 2025
IT IS BOILING NICELY!!!!!!!!!!!!
IT IS BOILING NICELY!!!!!!!!!!!!
Cryptic exclamatory comment with multiple punctuation marks suggesting sarcastic or ironic commentary, likely referencing tensions 'boiling over' in the immigration/political context.
Humor / Satire
0.70
@AfricaTake2
Mar 4, 2025
thats below down syndrome lmfaoooo
thats below down syndrome lmfaoooo
Uses crude humor and laughter-indicating text to mock or jest, though the target and intent are unclear.
Humor / Satire
0.70
eddypulido4757
Jan 28, 2026
imagine the smell
imagine the smell
Brief, crude joke likely referencing cultural stereotypes about food or people, using humor as commentary.
Humor / Satire
0.70
cj-ze3zi
Nov 4, 2025
Next year I am also coming 👽😗
Next year I am also coming 👽😗
Jokingly announces intention to immigrate using alien emoji, satirizing the immigration discussion.
Humor / Satire
0.70
ToP-uk2so
Feb 7, 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)