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
Haa-noo-mun
Haa-noo-mun
Appears to be a nonsensical or mocking comment, likely satirical or spam-like in nature.
Humor / Satire
0.60
swathi6056
Feb 24, 2026
Below down syndrome?😂
Below down syndrome?😂
Appears to be an offensive joke or sarcastic jab, though the reference is unclear without full context.
Humor / Satire
0.60
babyfacejerkoff
Jan 27, 2026
The Izzat farming begins.
The Izzat farming begins.
Cryptic satirical comment using wordplay ('Izzat farming') to mock or critique immigration patterns.
gagefisher4785
Jan 27, 2026
Free free Canada
Free free Canada
Cryptic phrase that appears to be sarcastic or ironic commentary, though meaning is unclear.
Humor / Satire
0.60
coolhandluke2310
Nov 16, 2025
Stupid trump
Stupid trump
Simple insult that could be genuine criticism or joking; minimal context suggests casual dismissal rather than substantive critique.
Humor / Satire
0.60
@noknok7219
Mar 4, 2025
Canada I'm England seems with have something in common and it's not a fucking good one to lol 😆 😂
Canada I'm England seems with have something in common and it's not a fucking good one to lol 😆 😂
Makes a vague, sarcastic comparison between Canada and England with crude humor, though the specific critique is unclear.
MatthewRowlinson-v1e
Jan 27, 2026
GOD BLESS DONALD TRUMP THIS GUY IS A BUSSY
GOD BLESS DONALD TRUMP THIS GUY IS A BUSSY
Crude, incoherent expression of support using slang that reads as satirical or absurdist rather than sincere political commentary.
Humor / Satire
0.60
@latindoggy8059
Mar 4, 2025
WE NEED ICE!!!!!!!!!!!
WE NEED ICE!!!!!!!!!!!
All-caps repetition of 'ICE' (likely referring to immigration enforcement) appears to be emphatic sarcasm or absurdist humor.
Humor / Satire
0.60
Post_truth_Era
Feb 18, 2026
Temple floor eaters
Temple floor eaters
Appears to be a derogatory joke or slur using ethnic/cultural stereotyping, combining satire with identity-based framing.
oliverpotfaj731
Jan 27, 2026
Dirkah dirkah
Dirkah dirkah
Nonsensical phonetic utterance likely intended as mocking humor or reference to stereotypical speech patterns.
Humor / Satire
0.60
themrjones
Jan 27, 2026
Do not redeem
Do not redeem
Cryptic, dismissive phrase likely mocking or rejecting the video's message in ironic shorthand.
Humor / Satire
0.60
creatinedream
Jan 27, 2026
Zombies!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Zombies!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Uses dehumanizing language with excessive punctuation in apparent sarcastic or inflammatory commentary on immigrants.
Humor / Satire
0.55
diannahaw7264
Nov 21, 2025
Nop problem, is it time to build Canada ?? ? ?? Cuba new paradise
Nop problem, is it time to build Canada ?? ? ?? Cuba new paradise
Cryptic, fragmented comment with apparent sarcasm about building Canada and Cuba reference; unclear intent but tone suggests ironic commentary.
@anuelcan-ny7zc
Mar 4, 2025
Who could that girly twerp blister?
Who could that girly twerp blister?
Cryptic insult using wordplay ('girly twerp blister') appears to be sarcastic mockery of a political figure.
@Johnthelogger
Mar 4, 2025
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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)