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
F you Canada, tastes good huh?
F you Canada, tastes good huh?
Cryptic, sarcastic comment with unclear reference but tone suggests ironic commentary rather than literal sentiment.
Humor / Satire
0.65
trevor5672
Jan 27, 2026
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
Uses aggressive sarcasm and crude language to mock immigrant work ethic claims, though the tone is hostile rather than clearly comedic.
Chocolovers
Sep 22, 2025
Hahaha,go indians
Hahaha,go indians
Brief dismissive laugh directed at Indians, functioning as sarcastic commentary rather than substantive argument.
Humor / Satire
0.65
Bart-w9c
Feb 15, 2026
Man on the bike needs be in charge of the country
Man on the bike needs be in charge of the country
Makes a joking or sarcastic suggestion about political leadership, likely ironic commentary rather than serious advocacy.
Youtubewarriorone
Jan 27, 2026
Blud love to choke on indian dick
Blud love to choke on indian dick
Crude sexual joke using slang, appears to be provocative humor rather than substantive commentary.
Humor / Satire
0.65
BooriBooriZaemon5
Jan 27, 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
Trump is nothing but TRAP???
Trump is nothing but TRAP???
The comment uses cryptic language and question marks in a way that suggests sarcasm or ironic commentary about Trump, though the meaning is ambiguous.
Humor / Satire
0.60
@ExploringMom
Mar 4, 2025
Just keep your elbows and it will be okay.
Just keep your elbows and it will be okay.
Cryptic comment appears to be sarcastic or joking advice, though context is unclear.
Humor / Satire
0.60
mhow7024
Feb 18, 2026
😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱🤖
😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱🤖
Uses repeated emoji and robot emoji in apparent ironic or mocking commentary on the video topic.
Humor / Satire
0.60
kristabelllee1968
Nov 21, 2025
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
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
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
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
whodathunkit?
whodathunkit?
Cryptic, sarcastic one-liner expressing mock surprise, likely commentary on the video's content.
Humor / Satire
0.60
carr0302
Jan 29, 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
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
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
Price wars!!
Price wars!!
Brief, cryptic comment likely using sarcasm or humor in reference to trade/tariff discussions.
Humor / Satire
0.60
@lyrikalinyoswiminpoo
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
diarrhea combo
diarrhea combo
Crude joke/insult using scatological humor, likely mocking or denigrating a group discussed in the video.
Humor / Satire
0.60
rptopmbv
Sep 22, 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)