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
Donald!\nSir?\n*_Nope!!_*
Donald!\nSir?\n*_Nope!!_*
Brief comedic dialogue format mocking Trump's decision-making through absurdist humor.
Humor / Satire
0.92
@Zapp77777
Mar 4, 2025
Brambladesh
Brambladesh
Portmanteau combining 'Brampton' and 'Bangladesh' as satirical commentary on demographic change and cultural identity.
Humor / Satire
0.92
craigc1463
Oct 8, 2025
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
Presents a joking observation about racial demographics in a workplace using humor and casual tone.
Humor / Satire
0.92
JerudeSandstorm
Jan 27, 2026
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha …
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha!
Sarcastic joke mocking the expectation of finding white employees at Tim Hortons, using ironic laughter.
Humor / Satire
0.92
linsqopiring6816
Jan 27, 2026
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
bruh i’m dying
bruh i’m dying
Casual, non-substantive expression of amusement using internet slang ('bruh i'm dying').
Humor / Satire
0.92
bleu_bird
Jan 27, 2026
14:59 Never heard a Hindu say there's one God 😅
14:59 Never heard a Hindu say there's one God 😅
Lighthearted joke about Hindu religious beliefs with emoji indicating humorous intent.
Humor / Satire
0.92
omarsplaytimechannel
Oct 2, 2025
the guy on the bike kept it a been😂
the guy on the bike kept it a been😂
Uses slang and emoji to make a joking comment about someone's performance or demeanor in the video.
Humor / Satire
0.92
DuransLateNightMunchies
Jan 28, 2026
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
PIZZA PIZZA 🍕!!!LMFAO 😂 YOU MEAN ESCAPE ESCAPE 😂😂😂😂
PIZZA PIZZA 🍕!!!LMFAO 😂
YOU MEAN ESCAPE ESCAPE 😂😂😂😂
Joking response using pizza chain reference and mocking laughter, playing on words ('escape escape') as ironic commentary on the video's content.
Humor / Satire
0.92
BIGMACK-sf6up
Jan 27, 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
This is so funny!
This is so funny!
Simple expression of amusement at the video content, indicating humorous or satirical appreciation.
Humor / Satire
0.92
@stavokg
Mar 4, 2025
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
The dude on the bike is too funny
The dude on the bike is too funny
A brief, lighthearted comment finding humor in a video subject's appearance or behavior.
Humor / Satire
0.92
HippieXconservative
Jan 28, 2026
Tyler, you were freezing in the video hahahah so colddddd
Tyler, you were freezing in the video hahahah so colddddd
Humorous observation about someone appearing cold in the video, using playful language and laughter.
Humor / Satire
0.92
renataferreira8829
Feb 16, 2026
O NO!!!!! I guess we wont be buying their maple syrup or horrible beer without paying more. Oh the humanity.
O NO!!!!! I guess we wont be buying their maple syrup or horrible beer without paying more. Oh the humanity.
Uses sarcastic exaggeration ('Oh the humanity') to mock concerns about tariffs on maple syrup and beer.
Humor / Satire
0.92
@truckit1972
Mar 4, 2025
4:49 "we don't feel any racism here" *1 sec later* "I'm as racist as the next guy" 😂
4:49 "we don't feel any racism here"
*1 sec later*
"I'm as racist as the next guy" 😂
Ironic commentary highlighting a contradiction in the video through comedic juxtaposition and emoji use.
Humor / Satire
0.92
ravensfan777
Jan 27, 2026
Anyone from the UK caught watching this will be reported to the internet police
Anyone from the UK caught watching this will be reported to the internet police
Absurdist joke about UK internet policing, using ironic exaggeration for comedic effect.
Humor / Satire
0.92
RedesCat
Jan 28, 2026
13:48 not Tyler speaking with an accent. 😂
13:48 not Tyler speaking with an accent. 😂
Joking observation about the video creator's accent at a specific timestamp, using humor to comment on the video content.
rebeccaspratling2865
Jan 28, 2026
🤣 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
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)