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
It’s about fecken time…
It’s about fecken time…
Colloquial expression of frustration using mild profanity and sarcasm, expressing exasperation rather than substantive argument.
Humor / Satire
0.65
marcusaetius9309
Feb 18, 2026
The Canadian on the street while the Indians judge them ?
The Canadian on the street while the Indians judge them ?
Appears to be ironic or sarcastic commentary about cultural dynamics between Canadians and Indians, using humor to comment on identity.
@burberries5844
Mar 5, 2025
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
Cryptic reference with slang ('Boyz in The Hoods', 'Keeeelan') appears to be sarcastic or joking commentary, possibly with identity-based undertones.
BIGDAVE5352
Jan 28, 2026
Donald Musk did Nasi this coming.
Donald Musk did Nasi this coming.
Cryptic wordplay or satirical comment mixing names (Donald, Musk, Trudeau) in a joking manner, though meaning is unclear.
Humor / Satire
0.65
@edism
Mar 4, 2025
Hello, my name is Levon. Can you go to Armenia please?
Hello, my name is Levon. Can you go to Armenia please?
Cryptic, seemingly sarcastic comment redirecting someone to another country in a joking manner.
Humor / Satire
0.65
MKlevon
Feb 15, 2026
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
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
Don't eat cow's poo 💩
Don't eat cow's poo 💩
Cryptic joke or insult using crude humor, likely mocking cultural practices, though meaning is unclear.
Humor / Satire
0.60
tbwnayeem04
Jan 27, 2026
PLEASE TO BE SHITTING
PLEASE TO BE SHITTING
Crude, absurdist statement likely intended as shock humor or trolling rather than serious commentary.
Humor / Satire
0.60
RAPEDBYBLACKS
Feb 10, 2026
whodathunkit?
whodathunkit?
Cryptic, sarcastic one-liner expressing mock surprise, likely commentary on the video's content.
Humor / Satire
0.60
carr0302
Jan 29, 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
?? elbows up ????. Their maybe slot of tit for tat going on!
?? elbows up ????. Their maybe slot of tit for tat going on!
Cryptic comment with emojis and vague reference to 'tit for tat,' appearing to use humor or sarcasm about diplomatic exchanges.
@nancymacmillan2801
Mar 4, 2025
Smells like shit and bo
Smells like shit and bo
Brief derogatory comment that could be crude humor or offensive stereotype; classified as satire due to brevity and ambiguity.
Humor / Satire
0.60
zybon777
Oct 5, 2025
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
Goddamn Trump
Goddamn Trump
Brief expletive-laden comment expressing disapproval, likely sarcastic or emotional venting.
Humor / Satire
0.60
@MarkandSandieInMotion
Mar 4, 2025
WTF NO ONCE EAT SHIT HERE
WTF NO ONCE EAT SHIT HERE
Cryptic, aggressive expression that appears to be sarcastic or dismissive commentary, though intent is ambiguous.
Humor / Satire
0.60
AjaySingh-ev8oy
Feb 18, 2026
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
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
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
Trump very scared.?
Trump very scared.?
Brief, cryptic statement about Trump's fear appears to be sarcastic or ironic commentary on US politics.
Humor / Satire
0.60
@dosycinstalacji
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)