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
22:00 "Bie" 😭
22:00 "Bie" 😭
Mocking reaction to a mispronunciation or awkward moment in the video with laughing emojis.
spuidfh0
Jan 27, 2026
That city is one great big spam call 😂
That city is one great big spam call 😂
Uses humorous exaggeration (spam calls as defining characteristic) to satirize a Canadian city.
Humor / Satire
0.85
whitewidow9046
Jan 27, 2026
Feels illegal(ly trafficed) tobe this early! 13:33
Feels illegal(ly trafficed) tobe this early! 13:33
Joking about being early to the video with a pun on 'illegal' and 'trafficked,' typical YouTube comment humor.
ThatLilSeal
Jan 27, 2026
I would rather u play with my poo over playing with my children 😂 😂
I would rather u play with my poo over playing with my children 😂 😂
Absurdist joke with no substantive content about immigration or policy.
Humor / Satire
0.85
mr.nobody6686
Jan 27, 2026
What is this guy saying about African 😂 really 🤔
What is this guy saying about African 😂 really 🤔
The commenter uses laughing and thinking emojis to express amusement at the video's content, suggesting ironic or satirical engagement with the material.
cleanworld4362
Jan 27, 2026
🤦🏼♂️ what a fool. Time for an election.
🤦🏼♂️ what a fool. Time for an election.
Uses dismissive tone and eye-roll emoji to mock the subject while calling for an election.
@realchadlefevre
Feb 20, 2026
Australia has a favourite cuss word and it suits this Smith
Australia has a favourite cuss word and it suits this Smith
Uses sarcastic reference to Australian slang as a joke/insult directed at the politician.
Humor / Satire
0.85
@Davidelmhirst
Feb 20, 2026
Why is he going in and out of doing a fake accent when he told the man he only speaks english? 😂
Why is he going in and out of doing a fake accent when he told the man he only speaks english? 😂
Uses sarcasm and humor to critique an apparent inconsistency in the video creator's behavior.
RatLettuce
Jan 27, 2026
The flip flops 😅
The flip flops 😅
Brief, emoji-based comment expressing amusement at something in the video, likely a joke or ironic observation.
Humor / Satire
0.85
conservativehippie9736
Jan 27, 2026
That's a heck of a long referendum. The Longest Ballot Initiative would be jealous.
That's a heck of a long referendum. The Longest Ballot Initiative would be jealous.
The comment uses sarcasm and humor by comparing the referendum length to a ballot initiative, making a joking observation rather than substantive argument.
Humor / Satire
0.85
@bluequiltedness
Feb 20, 2026
Why Indians so bad at driving 😂?
Why Indians so bad at driving 😂?
Ethnic stereotype presented as a joke with emoji, though rooted in identity-based prejudice.
Caesar2001
Jan 27, 2026
Bro freezing balls. You haven’t seen cold Tyler, 💀
Bro freezing balls. You haven’t seen cold Tyler, 💀
Joking response to someone named Tyler about cold weather, using casual humor and skull emoji for comedic effect.
gibamach
Jan 27, 2026
Best thing to come out of Canada is Bryan Adams
Best thing to come out of Canada is Bryan Adams
Humorous deflection reducing Canada's cultural contribution to a single musician.
Humor / Satire
0.85
@senormejia9832
Mar 4, 2025
Guy with bike: Hi, im leroy and this is india"
Guy with bike: Hi, im leroy and this is india"
This is a sarcastic joke comparing the video subject to a character from a different country, using ironic framing.
Humor / Satire
0.85
championscreedmma
Jan 27, 2026
That guy with a bike is not holding back, hero XD
That guy with a bike is not holding back, hero XD
Lighthearted, joking comment praising someone's behavior with casual language and emoji.
Humor / Satire
0.85
AngloNorth
Jan 27, 2026
At least they are using registered guns , and I'm sure they will participate in the buyback
At least they are using registered guns , and I'm sure they will participate in the buyback
Uses ironic commentary about registered guns and gun buyback participation to critique immigration-related security concerns.
Humor / Satire
0.85
@earmstrong8266
Feb 19, 2026
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Light-hearted surprise expressed through humor about the video topic and creator.
patk891
Jan 27, 2026
You know your driving sucks when an Asian lady tells you it sucks 😂
You know your driving sucks when an Asian lady tells you it sucks 😂
Joking comment using ethnic stereotype for comedic effect about driving ability.
Humor / Satire
0.85
ens5551
Jan 27, 2026
Goodluck Canada 😂
Goodluck Canada 😂
Laughing emoji and casual 'good luck' suggests ironic or sarcastic commentary on the video topic.
Humor / Satire
0.85
hafizmiau
Jan 27, 2026
The guy on the bike is completely based. Absolute Cinema
The guy on the bike is completely based. Absolute Cinema
Uses slang ('based,' 'Absolute Cinema') to praise someone in the video with ironic/casual tone typical of internet humor.
HappyNerdss
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)