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
Doctors and engineers eh?😂😂
Doctors and engineers eh?😂😂
Sarcastic emoji-laden repetition of the 'doctors and engineers' immigration justification, mocking the narrative.
Humor / Satire
0.92
BDee3126
Feb 18, 2026
PUNJAB ❌ POONJAB ✅
PUNJAB ❌ POONJAB ✅
Phonetic joke mocking pronunciation of Punjab/Punjabi, using wordplay for comedic effect.
Humor / Satire
0.92
sayak8210
Jan 28, 2026
M.A.S.H. instead of M.A.G.A MASH stands for make america a sh**hole…
M.A.S.H. instead of M.A.G.A MASH stands for make america a sh**hole…
Uses wordplay and acronym inversion (MASH vs MAGA) to satirically critique American political messaging.
Humor / Satire
0.92
@accidentalfarmer1877
Mar 4, 2025
🤣 i wish i was there for the interviews
🤣 i wish i was there for the interviews
Laughing emoji with a joking remark about wishing to have witnessed the video's interview moments.
Humor / Satire
0.92
donovanjr2746
Jan 27, 2026
In India not everybody know where the Bombay is, but Everybody knows where the Brampton is 😁
In India not everybody know where the Bombay is, but Everybody knows where the Brampton is 😁
Joking observation about Brampton's prominence in Indian awareness, using ironic humor about immigration patterns.
Humor / Satire
0.92
januszg7944
Sep 19, 2025
I vote for Justin Trudeau for American President?
I vote for Justin Trudeau for American President?
Commenter makes a joking, absurdist suggestion that a Canadian PM should be American President, using ironic humor.
Humor / Satire
0.92
@ginade444
Mar 4, 2025
Bro, I was just sitting here eating my cereal & looking for something good to watch & now I'M catching strays?! Wtf.. the video isnt even ABOUT US 😂
Bro, I was just sitting here eating my cereal & looking for something good to watch & now I'M catching strays?! Wtf.. the video isnt even ABOUT US 😂
Uses ironic humor and sarcasm ('catching strays') to comment on being unexpectedly included in a video not about their group.
m.nikkie946
Jan 27, 2026
5:13😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
5:13😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Timestamp reference with repeated laughing emojis indicating amusement at a specific video moment.
Humor / Satire
0.92
xiin1535
Jan 27, 2026
Brambladesh
Brambladesh
Portmanteau combining 'Brampton' and 'Bangladesh' as satirical commentary on demographic change and cultural identity.
Humor / Satire
0.92
craigc1463
Oct 8, 2025
Haha we are taking revenge of the colonisation by the Britishers... Now we will colonise Canada, Usa, Uk.. and a lot more countries 😈 (This is satire btw so don't start a war in the …
Haha we are taking revenge of the colonisation by the Britishers... Now we will colonise Canada, Usa, Uk.. and a lot more countries 😈
(This is satire btw so don't start a war in the replies)
The comment uses ironic reversal and self-identifies as satire, joking about 'colonization revenge' while explicitly disclaiming serious intent.
moonlit_white
Feb 22, 2026
“High skilled” 😂
“High skilled” 😂
Sarcastic emoji-based commentary mocking the term 'high skilled' in immigration context.
Humor / Satire
0.92
JohnnyRocket76
Jul 13, 2025
4:49 LMFAO "We dont feel any racism here" "I'm as racist as the next guy"
4:49 LMFAO
"We dont feel any racism here"
"I'm as racist as the next guy"
Highlights an ironic contradiction in the video through laughter, pointing out the absurdity of the statement.
Humor / Satire
0.92
fapperino-ql4zu
Jan 27, 2026
Thanks trumpy grumpy
Thanks trumpy grumpy
Sarcastic, dismissive comment using playful language ('trumpy grumpy') to mock Trump.
Humor / Satire
0.92
@Michael-r3e8v
Mar 4, 2025
“Do I run?” “ya” 😭😭😭
“Do I run?”
“ya” 😭😭😭
Humorous reaction to a video moment with laughing emojis, unrelated to immigration substance.
Humor / Satire
0.92
Norvega64
Feb 25, 2026
Pajit 😂😂 0:45
Pajit 😂😂 0:45
Laughing emoji and reference to a specific timestamp suggests mocking or joking about content in the video.
Humor / Satire
0.92
Abrahim-y
Feb 3, 2026
It's okay Trudeau, tRump is just jealous of you because his wife thinks you are hot. Good looking, fit and trim and actually have an education, not just something daddy bought.
It's okay Trudeau, tRump is just jealous of you because his wife thinks you are hot. Good looking, fit and trim and actually have an education, not just something daddy bought.
Sarcastic, joking commentary using personal attacks and innuendo to mock Trump while supporting Trudeau.
Humor / Satire
0.92
@nannie2846
Mar 4, 2025
DiVeRsItY iS oUr sTrEnGhT🤪
DiVeRsItY iS oUr sTrEnGhT🤪
Uses mocking capitalization and emoji to sarcastically critique the 'diversity is strength' narrative.
Humor / Satire
0.92
@mathieuricher7583
Feb 19, 2026
Make America minuscule, for once
Make America minuscule, for once
Uses wordplay and ironic reversal of 'Make America Great Again' slogan for satirical effect.
Humor / Satire
0.92
@gustavlarsson9932
Mar 4, 2025
guy worried about chat, yet little does he know hes been recorded for millions of people XD
guy worried about chat, yet little does he know hes been recorded for millions of people XD
Ironic joke about someone being unaware they're being recorded for a large audience, using casual humor and emoticon.
Humor / Satire
0.92
HappySmilingDog-d7u
Jan 27, 2026
“1 months.”😂
“1 months.”😂
Commenter is mocking a grammatical error ('1 months') from the video with a laughing emoji, pure comedic commentary.
Humor / Satire
0.92
hevelshiva6109
Feb 27, 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)